diff --git "a/measurement.json" "b/measurement.json"
new file mode 100644--- /dev/null
+++ "b/measurement.json"
@@ -0,0 +1,93655 @@
+{
+    "measurement": {
+        "model.layers.0.self_attn": [
+            {
+                "accuracy": 0.9092341090895628,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9121977237886504,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9258512574198999,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.929840068381868,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9570748148191917,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9588329731241653,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9583027329491942,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9602700200814166,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9685271912695546,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9687349561503843,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.976340185213638,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9807181055657566,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.976908138683556,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.981153735817459,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9815732725699874,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9872628799639642,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9816195060940165,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9908923194130981,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9913026650411714,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.0.mlp": [
+            {
+                "accuracy": 0.954955080328019,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9580886469859826,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9654881412065343,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9679214565181419,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9814741052196998,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9828377678304127,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9860402942193967,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9891635370195696,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9900069759766522,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9901585778417555,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9905752915349838,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9933537456550097,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9931632099599627,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942753765928117,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994436164362062,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9946982767432928,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9947646160511986,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.1.self_attn": [
+            {
+                "accuracy": 0.9627474331738133,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9668165996768757,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9705064508475756,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9804824329912663,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9814131705482539,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9820386416916,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9860246338342366,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9867268494379363,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9881646424826038,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9887005072822305,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9904380913970894,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9913422158723207,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9912005415382353,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9921615143478113,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951091223322835,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9954974680072873,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9958498556975668,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966577180403922,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976884734871994,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.1.mlp": [
+            {
+                "accuracy": 0.9437195494967072,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9463168577732224,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9544398017521751,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9570784671722274,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9750618875810975,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9783234393812323,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.982763427162641,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9873840641720515,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9886254694214777,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9877398165040895,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9887834689334819,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9930205217587125,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9933680430863445,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951402744474379,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951669283603367,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9956259902713722,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959433225571717,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.2.self_attn": [
+            {
+                "accuracy": 0.9569435797043537,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9584618943106187,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9650998940985454,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.975361135592194,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9768700634962634,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9780884078752837,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9839792606960002,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9849821577632898,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9877501361709284,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9881739211513808,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9878460082323536,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9897159923995403,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9905418978366805,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.991614006459713,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9946636307102285,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953038015549904,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9955695486676536,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966269469158234,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978368846074629,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.2.mlp": [
+            {
+                "accuracy": 0.9289387215517069,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9304026949562525,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9446578148360315,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9488727176856053,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9652327313823135,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9679460542178467,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9738393718572823,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9822287382557988,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9840251115199766,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9823920335130472,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9846570409687334,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.991115046444496,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9919304710224663,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9949711230460947,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951980084450426,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9961191120581996,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974339461248172,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.3.self_attn": [
+            {
+                "accuracy": 0.9499582668864414,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9530679638448515,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9595441226112216,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9722447737463211,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9736272499553467,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.97525062745339,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9825861646156562,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9845002479851246,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9865057529195359,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9869409785360882,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9872623491591137,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9884287259590468,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9896339617277446,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9905717184669093,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9936884589934427,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9946084662806243,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9949629304832533,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996080461019454,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9972595843903133,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.3.mlp": [
+            {
+                "accuracy": 0.906011987281473,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9094104786452494,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9248875779540915,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9294871558484278,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9551472014894611,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9588397807980839,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9654411067695994,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9769913368417245,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9792016159350935,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9773436591127201,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9801840379245972,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.988450089616603,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9893544900819267,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9932590317177145,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9936064928647523,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9946074277946824,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9962857905040053,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.4.self_attn": [
+            {
+                "accuracy": 0.940052087565786,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9434712348799956,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9512702625636992,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9650501522578692,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9691564494645909,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9701915345105686,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9819609276754292,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9833176875683037,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9846982467233351,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9852862322310868,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9849061838008071,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9861508424540883,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9883109973498473,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9890651870273838,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9934525634162128,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.993768581532334,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9950163440754343,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9954071408995476,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9970391706600296,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.4.mlp": [
+            {
+                "accuracy": 0.9564241271858153,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9567001244347346,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.957827062591126,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9583378691030175,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9830846676700994,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9879408869647274,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9892871685718235,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9917656556997252,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9920038439725575,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9910574163016128,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9939246330728853,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9929054047373173,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959392359382228,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9932674363157467,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9935409555603799,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9936040883736783,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9936396337212309,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.5.self_attn": [
+            {
+                "accuracy": 0.9872310222371629,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9874355760648063,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9885549620529147,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9904816670612874,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9927858528926184,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9930900550373879,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994811316988872,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953783689079022,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9958955888685427,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959765468650547,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963663907684875,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966746792932483,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971933496785105,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9973616341747785,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983789930242652,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985527903098907,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986582833654737,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9990785364046276,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9993903744746747,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.5.mlp": [
+            {
+                "accuracy": 0.9775512985100872,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.978075192456967,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9819068373916181,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9831024174774555,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9887761817264714,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9896592412658624,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9913056502363792,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942335153219143,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9947960632975752,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942972684818271,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9950351923593859,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971242016548977,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974020352115316,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983755313901623,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984538520251303,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9987176539296726,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9991954820472625,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.6.self_attn": [
+            {
+                "accuracy": 0.983437899671691,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9846935356035829,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9869554298684785,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9899665289313385,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9915013535830536,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9919603722120979,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9934427352793711,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940182340184325,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9946864965910974,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9948485791438112,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959586128273881,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.99632760685697,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963971376235253,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967052000758582,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978954395628534,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9981685954262502,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998237092611625,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9987338648582074,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9991379175381122,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.6.mlp": [
+            {
+                "accuracy": 0.972077666193639,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.972739347452788,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9775386505123032,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9790359120325822,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9860110627487302,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.987110788541797,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9891721530033177,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9927955968673096,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9935031870723163,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9928847899611452,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9938045016024262,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9964107225869635,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967578428944475,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979695749812221,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980726809498217,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984050094376711,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9989991377071036,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.7.self_attn": [
+            {
+                "accuracy": 0.9802685606440431,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9810048247883586,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9836850402092463,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9873684517745125,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.989097412773653,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9899067951268271,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.991261277139481,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9922407624605847,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9934591586995674,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9937559061463138,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9948811416489709,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953269505456678,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953851675626969,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959635254498082,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9972662890550533,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9977196615685611,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976253993778588,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984065820953172,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9987715204096228,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.7.mlp": [
+            {
+                "accuracy": 0.9665762051743896,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9673787754911342,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9730966305360198,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9748807883772411,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9832446071760435,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9845557982396138,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9870066637124278,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9913573257478052,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9921948330256304,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.991472711296458,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9925688339127717,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9956912685393993,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9960977988513676,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9975512332871164,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976840748353616,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980780383032796,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998787073858119,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.8.self_attn": [
+            {
+                "accuracy": 0.9739799611270428,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9748441448043051,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9777194294392278,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9821960598867583,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9858784238366705,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9867752543650568,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9889923125799549,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9900745801186484,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9918313246759537,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9914704997974791,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.993604461944319,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942321365233511,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942303185081599,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9946691838436221,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9965320503106341,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971541668913376,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9970792798680792,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980673109316022,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9985275031312516,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.8.mlp": [
+            {
+                "accuracy": 0.9609346324087757,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.961884098862739,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9684884487896374,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9705416825845053,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.980438808224311,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9819652878091132,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9847895313838595,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9899257455805415,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.990891175025976,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9900546557956228,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.991331677405948,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994983451869829,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9954674025678909,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971691230740888,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9973219250034737,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9977808376823208,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986395067994875,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.9.self_attn": [
+            {
+                "accuracy": 0.9698229222803524,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9705946916028073,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9751516356574077,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9802538705009379,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9835037574368087,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9847524749899381,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9869616686758634,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9884051346269093,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9907888109109512,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9909494492151824,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9925015376586663,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9934077870811483,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9932265730672761,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9941130046070995,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9960330573743895,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9968589013258583,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966439137198521,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978715723386573,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998453206290785,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.9.mlp": [
+            {
+                "accuracy": 0.9561308958616695,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9572138148114869,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9646559933102444,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9669514255304086,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9780284175159115,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9797500809164423,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9829155781404361,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9886697374872471,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9897533377240363,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9888177221199792,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9902493402508921,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994347912112349,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9948723382365546,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967819759560945,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969559257886814,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974624625848312,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983977662601606,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.10.self_attn": [
+            {
+                "accuracy": 0.9659632791421915,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9666829529267392,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9704304681110539,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9757689796388149,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9811890868372038,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9817503326523461,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.985103316801159,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9857742635190094,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9882545608438944,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9884047069047627,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.990924442003138,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.99187215231359,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.991621119105012,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9926734940075365,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9950578111517978,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9958503092639148,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9957541921053474,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997039507719149,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974907616361681,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.10.mlp": [
+            {
+                "accuracy": 0.9521454783450616,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9533318996821579,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.961327500641346,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9637864058053023,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9760453333391955,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9779202257234015,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9813050789219376,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9876422395341491,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9888254180060405,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9878022315127677,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.989366939242341,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9938314324735027,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9944049409762221,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9964820523378685,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966981918857384,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997244681605432,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982882155362811,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.11.self_attn": [
+            {
+                "accuracy": 0.9615166776470447,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9624775846635825,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9674984835284322,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9745661386925923,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9798878515139222,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9809502171058404,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9851821425713991,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9864844503616425,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9881154823509094,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9882372458171296,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9902492298646585,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9912984603648319,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9912123229281095,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9922764579226312,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951774402104906,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959481677444848,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9961225670627564,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9972890227432608,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982783261894885,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.11.mlp": [
+            {
+                "accuracy": 0.9482056969090512,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9494812322878524,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9581456162819737,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9607824919451224,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9741408480821472,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9761924468667099,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9798496915517669,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9866062706875566,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9878860281192159,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9868249248860306,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9885196181651401,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9933292659024071,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9938833686449614,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9961510801283446,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996365737421193,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969403918183065,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980037608919176,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.12.self_attn": [
+            {
+                "accuracy": 0.9627330481613937,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9634691549857196,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9682826206676269,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9747003345799289,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9803220054232761,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9816786967168906,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9852597219869494,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9869469473089435,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9891540000558292,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9894884154690724,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9909016986034418,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9916360914266031,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.991785186538963,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9926126495395836,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.995175896384018,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9961404452884668,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9960567953101801,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974277069804406,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982819675198314,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.12.mlp": [
+            {
+                "accuracy": 0.9448014960477227,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9461745679574578,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.955374637520627,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9582007341086864,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.972361530667465,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.974523059239513,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9784233333346876,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.985747229356907,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9871067550327433,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9859230277912789,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9877302818196384,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9929017058181527,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9935488648050906,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959768763265425,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9961965092041186,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9968264101158926,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9980403692676,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.13.self_attn": [
+            {
+                "accuracy": 0.9575024767729797,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9587037919187232,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.963430809543321,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.96962159548543,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9781805908699569,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9793028165341208,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9835102958849778,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9851756102258438,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9872896558801202,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9877430822847313,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9897877677637887,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9910232843953724,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.990642083416644,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9920213365510694,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9947109845785522,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9958002619249257,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9956736324085412,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9973282459510588,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982511699352855,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.13.mlp": [
+            {
+                "accuracy": 0.9411777746128409,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9426441421046069,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9523521312757542,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9553272149672634,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9705299815947288,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9728348953159232,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9769592469460086,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9848233840281242,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9862679629096467,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9850047281453091,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9869341501034796,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.992448076311695,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9931564812033781,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9957455006109452,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959593892563134,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966288786136398,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979432273172087,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.14.self_attn": [
+            {
+                "accuracy": 0.961602314424358,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9627105218211287,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9667110269595134,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9734897081201014,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9802019751483673,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.980670357858272,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9863907869562114,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.986872043485116,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9886987963201184,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9891636132409698,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9903269024614832,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9913360446470937,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9913412636072424,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9923624422915868,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9948039204249844,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9957085846690461,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9958527502174931,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9972046037437394,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974876673107869,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.14.mlp": [
+            {
+                "accuracy": 0.9377020846464132,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9392688316538146,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9495831190755493,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9527376980373734,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9687859266016045,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9712308152627788,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9756047642348629,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9839134187388577,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9854472915789014,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9841104922816157,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9861535266482908,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9919935565221271,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9927351440572622,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9954823798279425,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9956999187063622,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9964061130610246,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9977834619471411,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.15.self_attn": [
+            {
+                "accuracy": 0.9581224041941919,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9595434378440443,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9639404760183472,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9708906247427589,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9783665744195643,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.979024444706738,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9849438900373092,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9857093881766655,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9876547563870094,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9881070742971803,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.989284456045808,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9901468971940247,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9903101667418683,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9913893474609052,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9947504818096364,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953747178109265,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.995941351682536,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966756574699263,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9977957171504386,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.15.mlp": [
+            {
+                "accuracy": 0.9351955243435345,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9368315234192108,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9473655124832141,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9505992162188417,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9675258675492123,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9700773109828955,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9745386910967921,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9832504883310512,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9848458667922961,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9834607496955677,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9855894115508387,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9916597003068187,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9924202174757069,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952717078727131,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9955219995524538,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9962422006555196,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976793008268272,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.16.self_attn": [
+            {
+                "accuracy": 0.9573284818937904,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9586847670572369,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9626412117167523,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9702030938412798,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9778198425314928,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9784784085166297,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9851203310352407,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9859532009516108,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9871865206300036,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9877546640897268,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9888938331339312,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.989906273120524,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9900316292616097,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9910847370904919,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9945235125794026,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953136106854991,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9958506194127136,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996978733192296,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979009527688552,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.16.mlp": [
+            {
+                "accuracy": 0.9316218144407398,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9333577305078506,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.944419602128236,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9478286103786606,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9657145111184371,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9684020778360336,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9731118500134662,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9823169076423112,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9839949931116089,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9825492558118544,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9847871573445829,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9912104797304461,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9920272532924029,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9950410684227551,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953192236073511,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9960884255124256,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976472597336397,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.17.self_attn": [
+            {
+                "accuracy": 0.9553624187645159,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.956512958987763,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9618500056431482,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9698924460987511,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9765524613229852,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9776826163165664,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.983794209253239,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9851397341362348,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9865603732729429,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9871766989266402,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9886446196683928,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9896769186628884,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9900218651777035,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9911064066139883,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9943272365428704,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951626009577396,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9955789889454058,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967147515976409,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978803135148299,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.17.mlp": [
+            {
+                "accuracy": 0.9296892071632963,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9314633809814328,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9428299483107894,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9463715239575035,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.96478105542299,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9675397077869428,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9723656282417084,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9817995975578302,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9835368247310582,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9820679520305834,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9843736022073579,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9909607977606356,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9917963082706066,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9948771473657536,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951546787602925,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.995936661934186,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9975024786606235,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.18.self_attn": [
+            {
+                "accuracy": 0.9569437700862947,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9581485009311062,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9635472650590696,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9709278609309542,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9780136921786164,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9787857115366742,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9854744970063237,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9864480105767909,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9881951239842334,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9886495311205324,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9893011138284284,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9901399805308565,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9905676987561348,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9914154103761049,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9947989123481277,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9954253582308363,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9961816453632262,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969851830974221,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982735872464744,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.18.mlp": [
+            {
+                "accuracy": 0.9254238615302663,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9272780857588115,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9392746994762045,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.943069912297161,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9626314120465204,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9655381445037692,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9706652045347973,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9806498241561808,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9824870888045744,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9809893030477198,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9834080424747969,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9904070408573669,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9912829212844372,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9945629625581205,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9948559865036881,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.995688214175109,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9973434234148284,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.19.self_attn": [
+            {
+                "accuracy": 0.9523497282674438,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9536927817879539,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9602918948389982,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9682032246338694,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.975193642422949,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9767626111248606,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.98207684179866,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.984014451871381,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9866441034858948,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9870937294571808,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.988313179806267,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9895757398519077,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9895423741177901,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9907782856178912,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940153456807724,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.995016544015686,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952741904355782,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966685725314739,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9977453908282577,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.19.mlp": [
+            {
+                "accuracy": 0.9229522153343025,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9248776073126417,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9372497232336747,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9412202495885522,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9612949350358624,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.964318439952637,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9696411286529741,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9798502427966971,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9817553880183321,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.980225850680941,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9827339859483274,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.989948838924695,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9907277061505929,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9941221326344499,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9944857060419101,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953167043062613,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9968758398593452,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.20.self_attn": [
+            {
+                "accuracy": 0.9533011335879564,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9551246479937905,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9609726137040477,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9686803552077005,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9756846513697192,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9766273698524425,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9824622787633225,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9835651811016234,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9863110803263752,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9867931115441024,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9884469092480446,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9895971905881245,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9896413715262162,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9908322479183737,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9941542845734052,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951507806238767,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953742574679812,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997015663563568,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982372376252897,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.20.mlp": [
+            {
+                "accuracy": 0.9213339513853976,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9232378182442564,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9358799463432086,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9399274732721479,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9604681599885225,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9635431792979178,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9690163936465979,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9795133799412533,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9814948581257149,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9798668686202482,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9824475049482364,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9898349148907551,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9907851109134131,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942243803096446,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9945570399592581,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9954457647338706,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971844427912545,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.21.self_attn": [
+            {
+                "accuracy": 0.951854501801886,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.953780369342942,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9588524095321956,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9676759202327383,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9746711314410755,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9752522075646802,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9824123566872195,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9831372637203649,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9851369590400473,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9856516034097264,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9873952665366232,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9885899918398967,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9887312386479032,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9900366683784676,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.993790226620867,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9946248207094246,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951655862019643,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9965851663391253,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9977242435990391,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.21.mlp": [
+            {
+                "accuracy": 0.9185385088387289,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9205264756946188,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9334958742715811,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9376333246105596,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9590395267464613,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.962242364589321,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9678463958399861,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9787747175187657,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9808408955700303,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9791392745744241,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9818209505296851,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9894685345260721,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9904585828220374,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940147206407824,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9943286103907188,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952340626378396,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9970193961451418,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.22.self_attn": [
+            {
+                "accuracy": 0.95540388526493,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9567701578336327,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.962185579008962,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9691415917324392,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9752198851324225,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9767011361392705,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9809481604024768,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9827400750333541,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.985484929044584,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.985864803464593,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.987965210536985,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9893334788074227,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9890312506131044,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9904478336684406,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994032345369066,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952163857309834,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9950494903605431,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9972347569112715,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982113234153459,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.22.mlp": [
+            {
+                "accuracy": 0.9177334175298089,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9197683299058362,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9326346347990789,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9367261309372752,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9585940498662622,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.961837638169527,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9674238467490986,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9785595199485358,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9806342029355859,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.978914225523017,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9816166048281287,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9893502034001836,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.990349428238053,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9939454786945134,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9943052464483404,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952141272369772,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9970648685703054,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.23.self_attn": [
+            {
+                "accuracy": 0.9544695083444056,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9562802139277521,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9619010216311404,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9692975534616333,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9757267530321291,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9766712475470022,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.982128241589587,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.98319933641898,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9847739091339079,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9852546902471467,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9881541675544883,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9892902284566509,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9893321047880148,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9904840273880645,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940268191092304,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9948497805376783,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951170316015027,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967737428745941,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978714143967649,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.23.mlp": [
+            {
+                "accuracy": 0.9175969313241934,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9195883225061392,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9322069599048087,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9362167506233642,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9584849727781195,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9617369073001962,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9672243438268963,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9785420130938292,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9806184038813961,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9788774038714013,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9815974943339825,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9893616418060112,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9903921500387552,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940129260802152,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9943377594831154,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952366298407709,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.99715706467702,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.24.self_attn": [
+            {
+                "accuracy": 0.9531577451056555,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.954684496710175,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9624423033704883,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9699945079260751,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9754411774736486,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9764140458091309,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9819787542188638,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.983012156708068,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9857366135785062,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9859884986408839,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9884540471493414,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9895326046665248,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9896412962116301,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9907364621023206,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942741587414945,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951251033129856,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9954163702817536,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9970712645751375,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982702700991036,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.24.mlp": [
+            {
+                "accuracy": 0.9160518114896197,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9181035725693953,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9306520192246688,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9346226642006322,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9576493314418354,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9609480520808383,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9664184721676927,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9780723406001925,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9801400289625714,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9784013768167872,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9811188783986788,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9891015785305124,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9899485460482538,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9937815289503258,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940666366907719,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.99493425832081,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967862153915983,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.25.self_attn": [
+            {
+                "accuracy": 0.953638629693734,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9552150799059554,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9612043634253113,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9678589550680236,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.975259295027507,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9764223425698123,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9815952825899187,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9830352067947388,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9851711825712731,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9856186401295034,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9880924311613566,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9893300181597864,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.989241286254439,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9904922862831307,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940503832859624,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9950616041590509,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952199208599172,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971107584485588,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983028105435598,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.25.mlp": [
+            {
+                "accuracy": 0.9153261819952413,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9173898183201489,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9298817254602909,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9338502432954938,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9573001954704523,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9606145852686543,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9660744013166741,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9779330989051807,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9800481273743668,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9782626610249281,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9810445556711209,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9890407146150736,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9901051146076306,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9938306709825012,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9941911714543638,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9950908447713837,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971233213161069,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.26.self_attn": [
+            {
+                "accuracy": 0.9593019747224293,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9604533898987269,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9654672249759498,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9715283323863619,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.977598131634295,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9786862462366882,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9832856148775471,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9845607652770061,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9866372706417582,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9869353932965743,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9893445815449875,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9904506490075666,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9903732030162293,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9915039195728145,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994668702803258,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9954590168659037,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.995711470941866,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9973144045124125,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983885966173961,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.26.mlp": [
+            {
+                "accuracy": 0.9144515152040281,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9165436754885473,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9290475629662213,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.933028365828489,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9568163141804307,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9601897650251263,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9656550385253995,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.977659081451987,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9798040166987401,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9780081776215842,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9808175638808232,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9888744141514364,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.989947868118945,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9936749765306319,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940798939940961,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9949716841311831,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969932234257852,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.27.self_attn": [
+            {
+                "accuracy": 0.9548641314828082,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9564431249899299,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9619486800542003,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9696630966898642,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.976140103302896,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9770482351611319,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9835625277636083,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9847113226393336,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.98676343012209,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9872312588176053,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9883816627246377,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.98948542572754,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9897319174518711,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9908839586239896,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9944691272256406,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952091153858131,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9958111088428843,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9970676478880801,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998413502998454,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.27.mlp": [
+            {
+                "accuracy": 0.913798284961989,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9159031733870506,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9284826958257901,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9325347676088935,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9565003468213897,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9599050127558018,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9654069029186901,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9774710429636272,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9796542760082766,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9778659444204286,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.980699715057486,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9888274568427158,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.989906840148921,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9936740423160556,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940525126202326,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9949536010696504,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969903352535575,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.28.self_attn": [
+            {
+                "accuracy": 0.9612708541711694,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9629740075845468,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9681895670333975,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9733615864166304,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9783362473214143,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9795528897329381,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9830422094091773,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9843791648255367,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9859804664003221,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9862822067286623,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9893498208961988,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9905604075297321,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9903339453678774,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9915997971731582,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9946539166236394,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9956669808782049,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953667657376316,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974688249640167,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984161578621226,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.28.mlp": [
+            {
+                "accuracy": 0.9140962089755034,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9162249996473915,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.928483460098505,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9324356854746216,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9566466120120726,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9600345970768678,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9654152168843307,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9775509690179637,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9796985663767708,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9779302832719526,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9807490535374535,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9888397301057059,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9899098349146938,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9936504070156891,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.993970571600489,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9948323089139242,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9968072111767373,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.29.self_attn": [
+            {
+                "accuracy": 0.9584033662747395,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.960038795675102,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9653794933110476,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9720072113957844,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.97810190695485,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9787961668089816,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9841125675624138,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9849486044657073,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9866353000857329,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9870665634639169,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9894856446618704,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9904156868395052,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9906686315754134,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9915600034506306,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9947988883910799,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.995574529699393,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9958512765159341,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9972788796907193,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983764580806325,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.29.mlp": [
+            {
+                "accuracy": 0.9161769928116548,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9182279462877073,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9300376088603547,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9338519720262602,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9577091440166298,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.961013138098152,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9661862880579735,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9780824288333717,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9801877521860757,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9784679977517379,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9812176106987816,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9890951034612954,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.990155392448957,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.993776920839752,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994134611964814,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9949672162581823,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969169715492937,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.30.self_attn": [
+            {
+                "accuracy": 0.9588618073612452,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9603497016390687,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9647153254206243,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.970339372754097,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.977389883446066,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9783684662788322,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9829966092580243,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9842038877112301,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9862994981047354,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9867738910313499,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9891462239779925,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9901862312353363,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9901597972125992,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.99125359300524,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9943144701813397,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952336701834085,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953329262421712,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9968758517643437,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9976159726073476,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.30.mlp": [
+            {
+                "accuracy": 0.9181315987125823,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9201136476507312,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9316464625298977,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9352896721347382,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9586570827584517,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9619154279169283,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9669238401478842,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9786389682343916,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.980707583409783,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9789511930491579,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9816649221864185,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9893661341384837,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9904200478554949,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9939768184711667,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942516666518426,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9950540250927014,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9969661117800953,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.31.self_attn": [
+            {
+                "accuracy": 0.9647507110708639,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9663318527960464,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9708645395738514,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9759042859077454,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9806528637969965,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9813646707977903,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9851873160683011,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9860575211871612,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9877826883702686,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9880989620609111,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9905452616022605,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9915000198065842,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9915347957836562,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9924597219367953,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952530882590892,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9960328097773814,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959704186644798,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9975360735000944,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9983444738226306,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.31.mlp": [
+            {
+                "accuracy": 0.9184985870593473,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9204784041564715,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9317664378567746,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9352926102123762,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9588401364652734,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9620797615498304,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9669690946803281,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9787730764303553,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9808126456153236,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9790528225957563,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9817504850951465,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9894208637997508,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9904859140760413,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940289778536872,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9943479159601817,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951401609976432,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971220148604756,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.32.self_attn": [
+            {
+                "accuracy": 0.9705709810123632,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9717509828900036,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9746853382767815,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9775035781785846,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9827680525516993,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9835713650345018,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9861376899245539,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.987231676417746,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.988903079304452,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9891547627600008,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9918379001319408,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.992730547257356,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9925064550418603,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9934750025062576,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9957509808438388,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9965644417036521,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996327026391794,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9981046499145266,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986045343378608,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.32.mlp": [
+            {
+                "accuracy": 0.9181847484096101,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9202494517360863,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9313471727073193,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9347962972364927,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.958705863572265,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9619463065541104,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9667705814109037,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9787473264885577,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9807699319269312,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9789995561893049,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.981706431821773,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9894297432987705,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9905119636341145,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940969024809372,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9943434092167177,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951271476273081,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971528732475188,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.33.self_attn": [
+            {
+                "accuracy": 0.9687561983928868,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9700414665827626,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9736855118290374,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9775695128268317,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9827975246957258,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9833852165427647,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.986978500297195,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9876676151823056,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9888566029258072,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9890989088943523,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9915745225244839,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9923200218595172,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9923489076134405,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9930884640075659,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9956796423311493,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963941175221024,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.99636629978685,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997960100060721,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998740826813063,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.33.mlp": [
+            {
+                "accuracy": 0.9181462461619001,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9201940233378034,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9311770808539892,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9345831514189118,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9586556800886205,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9618991144785756,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9666593666923673,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9787077147415594,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9807366323902419,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9789663705680716,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9816747571488744,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9893937244227058,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9904737324993077,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940597971803263,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9943371838154761,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951121230658732,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971529764098752,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.34.self_attn": [
+            {
+                "accuracy": 0.9673056708354699,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9684560263627454,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9717953657045176,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9759599177264854,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9818100632217369,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.982300501071701,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9860995413343373,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9868678594204155,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9884823253868442,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.988878057215755,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9912085380944374,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9920877726307433,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9919879035288958,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9929200784352264,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9955243052498094,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963115506903514,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963176524952838,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978559172871572,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986053529489589,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.34.mlp": [
+            {
+                "accuracy": 0.9178131616821414,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9198868609964848,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9307620197926697,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9341264023984733,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9585155014340815,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9617694640826238,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9664758389913722,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9786363398460182,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9806736170951473,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.978904511093309,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9816184402688554,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9893821346769599,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9904641109077554,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940816165609775,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.99438160733859,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9951583093130275,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9972762810679054,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.35.self_attn": [
+            {
+                "accuracy": 0.9674704669925728,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9686303083833895,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9721083656737679,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9758499456863654,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9819005980695549,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9820175051787182,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9858513560244128,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.985881890415361,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.987598750152086,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9878476142981335,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9904418758508798,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9914986543161305,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.991100672142286,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.992108255869856,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9949895020843925,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.995840547557332,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9955689179049315,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.997572540115614,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982692488456929,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.35.mlp": [
+            {
+                "accuracy": 0.9177790442971807,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9198531898620882,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9306168430729916,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9339146159197155,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9584241581982688,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9617122195072865,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9663589436953005,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9785975767789703,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9806454708113482,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.978846889332329,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9815809444867467,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9893521514329079,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9904362760043066,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940496553715906,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9943161595882358,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9950755078124961,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971621598202833,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.36.self_attn": [
+            {
+                "accuracy": 0.9639111777865573,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9653856557254729,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9688196753788936,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.973074221983552,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9807248090050722,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9812525229920682,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9865262670638529,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9871660257248502,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.988530487410332,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9889469216332624,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9903555917798689,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9911863080127851,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9912321089374784,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9921550712744264,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952708512520123,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959365223338338,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996314783274245,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9975817421095838,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986445180501936,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.36.mlp": [
+            {
+                "accuracy": 0.9180112320341562,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9201142403640246,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9306963411600966,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9339471698591584,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9585645059613805,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.961844510741924,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9664137385001308,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9786613096826171,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9806952352978682,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9789197899303154,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9816415415782678,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9893878523113304,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.99047526878942,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940804322372729,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9943261352784344,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9950703088145115,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971602523245996,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.37.self_attn": [
+            {
+                "accuracy": 0.9643595864702212,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9658760151972896,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9687693384721091,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9741113059418766,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.981013565177196,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9813849127508307,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9868906501092409,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9873875292312158,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9888553912996462,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9892926350677091,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9905041431959131,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9913203419725362,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9915688297172126,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9923749561666658,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953360138460994,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959950952570101,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963721869586918,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9974870189877325,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984292598183904,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.37.mlp": [
+            {
+                "accuracy": 0.9185630090926823,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9206309136199324,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9311119596424856,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9343244898083963,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9588246575899815,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9620671719312668,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9665887795976902,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9787840164315543,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9808101459945503,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9790464377422866,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9817510910430237,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9894456299217907,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.990517856406146,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940945379999712,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9943372716906628,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9950700484485807,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971256300157524,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.38.self_attn": [
+            {
+                "accuracy": 0.9671820131571669,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9685602396922677,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9713695383581676,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9758679987862706,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9819649562337681,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9826123547789297,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9868407129359088,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9876857076428438,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9893430718465855,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9896981116433284,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.991162337999987,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9918948838389233,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9920635939526715,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9928967040277233,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9956675220011292,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963472924121705,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996521344065274,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978159456452551,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986519874379921,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.38.mlp": [
+            {
+                "accuracy": 0.917435748600646,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9195676006768879,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9299889187279501,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9332023353168839,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9582465158677415,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9615204410725519,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.96602532924398,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9784773140655536,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9805174932668084,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9787587877362967,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9814835988769406,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9892989458320173,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9903826126093535,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940221391642761,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.99434594939904,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9950898912318639,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9972712281037515,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.39.self_attn": [
+            {
+                "accuracy": 0.9646113397259461,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9660316489048695,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9694042338156387,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9736967490691888,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9815975145289773,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9821194160827681,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9877131035747496,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.988286301101509,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9895479535978091,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9899668535952898,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9908069467270061,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9915672920301164,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9917730334656019,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9925509534874245,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9955710014695988,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996108492076593,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967014682356661,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9975737163392631,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.998655093576465,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.39.mlp": [
+            {
+                "accuracy": 0.9170542261318156,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9192289394375525,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9295773496361155,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.932768457422131,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9580298949425158,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9613337044261003,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9658086505767546,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9783602298580503,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9803990333978283,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.978648219551695,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9813783248200229,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9892288624603105,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9903061597019827,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.99395852934226,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994261478478285,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9949921300071046,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971407000649426,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.40.self_attn": [
+            {
+                "accuracy": 0.9669411764725259,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9681182003727085,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9711639183132272,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.97567135781834,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9825835782348326,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9830800186548578,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9882203874815452,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9889015417153898,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.989945017487595,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9903183036826944,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9913968503671257,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9921323764873179,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9923403919919541,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9930959934809882,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9958054003011632,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996380659347204,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996832075553309,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9977727888311309,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9987431366033362,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.40.mlp": [
+            {
+                "accuracy": 0.9155337692875611,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9177583389376339,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9281307300062556,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9313436477984253,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9572922988353592,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9606523144205934,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.965125985541626,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9779572762352856,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9800293444116649,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9782630593859052,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9810448917805364,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9890316319161732,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.990123215254004,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9938284967364254,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9941826787483143,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9949171233456582,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9971316678780376,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.41.self_attn": [
+            {
+                "accuracy": 0.96358636168665,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9655895363539457,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9693900139904336,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.974276416199772,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9810341434357198,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9814350226599919,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9872968973297822,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9877378256795438,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9889165849032763,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9893651888950875,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9903814059339071,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9911689970789379,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9915990487084185,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9924212822347487,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9953574310914662,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959012182846078,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963642937792955,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9973441682339302,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9984108335522347,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.41.mlp": [
+            {
+                "accuracy": 0.9140752040241894,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9163670363394838,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9267353588028958,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9300008769098081,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9565194095239827,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.959951363405899,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9644326903906307,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9774908698899182,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9796199570164869,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9778404193195073,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9806839065920365,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9888085713610053,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9898756244955095,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9936501811209478,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9939707305870558,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9946934319787512,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9968599911141944,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.42.self_attn": [
+            {
+                "accuracy": 0.9684437082002038,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9697389853628058,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.973480815754125,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.977600012072607,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9835643672237271,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9839517159975673,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9886888127626949,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9891423366620744,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9901600333028718,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9905039673965228,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9916996497807926,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9923580904050093,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9926884864260884,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.993332534048118,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9960113951911855,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996500591661683,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9968606005300229,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978814152388,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9986514443114988,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.42.mlp": [
+            {
+                "accuracy": 0.9113641167549711,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9137254067157444,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9243355132639408,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9277111811465338,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9551618605067855,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9586883874512032,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9632790686660692,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.976772313643443,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9789733955832688,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9771625109409031,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9800928876196083,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9884831161042186,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9896175327073586,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9935080562718213,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9939073676758102,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9946669489880534,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9970095051378992,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.43.self_attn": [
+            {
+                "accuracy": 0.9512606299433269,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9531913429106537,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9580795743355626,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9660408722334787,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9753349357235589,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9756922696864134,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9848360557011083,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9852678184642604,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9864696424552485,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9871044791254558,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9875574271733824,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9884926368678478,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9891342131028834,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9900364796876123,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9941381066792497,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9947812368137467,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9958633711488035,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967241066164876,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982199559270061,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.43.mlp": [
+            {
+                "accuracy": 0.9088274326763655,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9112596713790768,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9221160994156411,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9256401485518405,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9538455567273655,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9574906467215011,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9621966175342861,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9760293682154856,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9783087762464818,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9764903031877781,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9795000916837078,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9881236121842736,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9892812747459271,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9932636247065506,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9936455001098741,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9944147448128972,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.996748533063127,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.44.self_attn": [
+            {
+                "accuracy": 0.9523417910462931,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.954241079719443,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9595838276375281,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9668363765078156,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9760236258765584,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9764272646586362,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9852617553582317,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9857304173668748,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9870123951940944,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.987617922358607,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.988049402685934,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9888925196995076,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9896758014679348,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9905178909876237,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9942668842911524,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9947584852894866,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9958611062580818,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9964070051761442,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978365736621383,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.44.mlp": [
+            {
+                "accuracy": 0.9086282902250165,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.911100928720675,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9219770806008264,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9255365635219374,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.953508837442649,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9572418162501172,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9619496358852637,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9756531190911406,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9779504464547101,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9761225218933663,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9791499683633447,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9878435526043177,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9886490009529026,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9927875704965309,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9932403889680771,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9939634887207496,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9960206621081421,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.45.self_attn": [
+            {
+                "accuracy": 0.9527450966599741,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9547123878606056,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9598522040208703,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9664512358997998,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.976123188083109,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9763940869291362,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9850080922540081,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9853279838142427,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9869089808903242,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9875475268222784,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9880865772107714,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9889936023391783,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9896581813840097,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9905522999255673,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9943101550084784,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994848254124487,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9958747017295345,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9965203304677025,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9978839779566777,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.45.mlp": [
+            {
+                "accuracy": 0.9130284360757,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9154327794125205,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.925620854881249,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9290141184863291,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9558185088987413,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9594155777441828,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9638289307293139,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9768694662734082,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9790929596086866,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9773539926758722,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9802888250958762,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9884447384576657,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9893968888607464,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9931432006782607,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.993583985163193,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.994266841548348,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9962390705109819,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.46.self_attn": [
+            {
+                "accuracy": 0.9557775725659571,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9578749541389315,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.964714180972231,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9707670416682959,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9777254730855164,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9784899686806297,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.985279416126248,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9860324012115598,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9874080783736549,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9879203824767548,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9892243152778399,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9900303026171107,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9908646206420503,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9915764299711507,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9948758143613017,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952976545686588,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9959921610762218,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9966981252655387,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9979531334492525,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.46.mlp": [
+            {
+                "accuracy": 0.9176631263996425,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9199953243920678,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9294355782239061,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.932645276973122,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9579216511429924,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9614589753511705,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9655194575653264,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9776493883446643,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9797680549519626,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9782508467569163,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9809221008694485,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9887072834872493,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9891282042831575,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9928692376584207,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9934201999444907,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9940119982133374,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9956026382156109,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.47.self_attn": [
+            {
+                "accuracy": 0.9661638209302175,
+                "total_bits": 186271744,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9678028180803123,
+                "total_bits": 191776768,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.973498593623701,
+                "total_bits": 196951808,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9781018227926994,
+                "total_bits": 233518592,
+                "q_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9824535627114145,
+                "total_bits": 276177920,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9827360700521814,
+                "total_bits": 276376832,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64,
+                        "3": 64
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9879244005209521,
+                "total_bits": 355083264,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9887162101406016,
+                "total_bits": 355282176,
+                "q_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9899425603400328,
+                "total_bits": 358242816,
+                "q_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 64
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9902370451508384,
+                "total_bits": 363368448,
+                "q_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9915011648431813,
+                "total_bits": 364457216,
+                "q_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.992201746147322,
+                "total_bits": 367417856,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9928733304044918,
+                "total_bits": 372656128,
+                "q_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 64
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 64,
+                        "4": 64
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9935021645781633,
+                "total_bits": 378179584,
+                "q_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "5": 32
+                    },
+                    "bits": [
+                        5
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9960004960088745,
+                "total_bits": 457974784,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963593374521128,
+                "total_bits": 466259968,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9967656776456064,
+                "total_bits": 531244032,
+                "q_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9973945631584349,
+                "total_bits": 552112128,
+                "q_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 32
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "6": 32
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9982831278313441,
+                "total_bits": 707404800,
+                "q_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "k_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "v_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "o_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.layers.47.mlp": [
+            {
+                "accuracy": 0.9352291483235986,
+                "total_bits": 674575984,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9372412791769755,
+                "total_bits": 699741808,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        6,
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.2,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9440561968245005,
+                "total_bits": 780960768,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        5,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9464803571371656,
+                "total_bits": 876512256,
+                "gate_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "3": 64,
+                        "2": 64
+                    },
+                    "bits": [
+                        3,
+                        2
+                    ],
+                    "bits_prop": [
+                        0.3,
+                        0.7
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9678565814698997,
+                "total_bits": 987344320,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128,
+                        "3": 128
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.970378739563258,
+                "total_bits": 1015195648,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        8,
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9734754667274261,
+                "total_bits": 1091560384,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32,
+                        "3": 32
+                    },
+                    "bits": [
+                        4,
+                        3
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9826509826081363,
+                "total_bits": 1247791296,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 128
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9841724544469463,
+                "total_bits": 1266198528,
+                "gate_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "4": 32
+                    },
+                    "bits": [
+                        4
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.983353089247095,
+                "total_bits": 1284222400,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 128,
+                        "4": 128
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9852672446225035,
+                "total_bits": 1312073728,
+                "gate_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "5": 32,
+                        "4": 32
+                    },
+                    "bits": [
+                        8,
+                        5,
+                        4
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9911116188833196,
+                "total_bits": 1581100480,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128,
+                        "5": 128
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9914279488209439,
+                "total_bits": 1608951808,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.25,
+                        0.75
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 32,
+                        "5": 32
+                    },
+                    "bits": [
+                        8,
+                        6,
+                        5
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.1,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9941019187926462,
+                "total_bits": 1832103360,
+                "gate_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "6": 128
+                    },
+                    "bits": [
+                        6
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 32,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.05,
+                        0.95
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9948060620502618,
+                "total_bits": 1894787584,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.15,
+                        0.85
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9952529701036646,
+                "total_bits": 2064656896,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128,
+                        "6": 128
+                    },
+                    "bits": [
+                        8,
+                        6
+                    ],
+                    "bits_prop": [
+                        0.1,
+                        0.9
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            },
+            {
+                "accuracy": 0.9963755582116152,
+                "total_bits": 2425367040,
+                "gate_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "up_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                },
+                "down_proj": {
+                    "group_size": {
+                        "8": 128
+                    },
+                    "bits": [
+                        8
+                    ],
+                    "bits_prop": [
+                        1
+                    ],
+                    "scale_bits": 4
+                }
+            }
+        ],
+        "model.norm.norm": null,
+        "lm_head.linear": null
+    },
+    "last_module_idx": 98
+}
\ No newline at end of file