{
  "_name_or_path": "nvidia/Llama-3_1-Nemotron-51B-Instruct",
  "architectures": [
    "DeciLMForCausalLM"
  ],
  "attention_bias": false,
  "attention_dropout": 0.0,
  "auto_map": {
    "AutoConfig": "nvidia/Llama-3_1-Nemotron-51B-Instruct--configuration_decilm.DeciLMConfig",
    "AutoModelForCausalLM": "nvidia/Llama-3_1-Nemotron-51B-Instruct--modeling_decilm.DeciLMForCausalLM"
  },
  "block_configs": [
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 1.3125,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 16,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 2.625,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 32,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 2.625,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 32,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 2.625,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 64,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 2.625,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 64,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 2.625,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 32,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 2.625,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 32,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 2.625,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": false,
        "replace_with_linear": true
      },
      "ffn": {
        "ffn_mult": 2.625,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 64,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 2.625,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 32,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 2.625,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 32,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 2.625,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": false,
        "replace_with_linear": true
      },
      "ffn": {
        "ffn_mult": 1.3125,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": false,
        "replace_with_linear": true
      },
      "ffn": {
        "ffn_mult": 2.625,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": false,
        "replace_with_linear": true
      },
      "ffn": {
        "ffn_mult": 2.625,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": false,
        "replace_with_linear": true
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": false,
        "replace_with_linear": true
      },
      "ffn": {
        "ffn_mult": 2.625,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": false,
        "replace_with_linear": true
      },
      "ffn": {
        "ffn_mult": 2.625,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": false,
        "replace_with_linear": true
      },
      "ffn": {
        "ffn_mult": 2.625,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": true,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 1.3125,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": false,
        "replace_with_linear": true
      },
      "ffn": {
        "ffn_mult": 1.3125,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": true,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 1.3125,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": false,
        "replace_with_linear": true
      },
      "ffn": {
        "ffn_mult": 1.3125,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": true,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 1.3125,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": false,
        "replace_with_linear": true
      },
      "ffn": {
        "ffn_mult": 1.3125,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": true,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 1.3125,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": false,
        "replace_with_linear": true
      },
      "ffn": {
        "ffn_mult": 1.3125,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": false,
        "replace_with_linear": true
      },
      "ffn": {
        "ffn_mult": 1.3125,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": true,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 1.3125,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": true,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 1.3125,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": false,
        "replace_with_linear": true
      },
      "ffn": {
        "ffn_mult": 1.3125,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": true,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 1.3125,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": true,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 1.3125,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": false,
        "replace_with_linear": true
      },
      "ffn": {
        "ffn_mult": 1.3125,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": false,
        "replace_with_linear": true
      },
      "ffn": {
        "ffn_mult": 1.3125,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": false,
        "replace_with_linear": true
      },
      "ffn": {
        "ffn_mult": 1.3125,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": null,
        "no_op": false,
        "replace_with_linear": true
      },
      "ffn": {
        "ffn_mult": 1.3125,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    },
    {
      "attention": {
        "n_heads_in_group": 8,
        "no_op": false,
        "replace_with_linear": false
      },
      "ffn": {
        "ffn_mult": 5.25,
        "no_op": false,
        "replace_with_linear": false
      }
    }
  ],
  "bos_token_id": 128000,
  "eos_token_id": [
    128001,
    128008,
    128009
  ],
  "hidden_act": "silu",
  "hidden_size": 8192,
  "initializer_range": 0.02,
  "intermediate_size": null,
  "max_position_embeddings": 131072,
  "mlp_bias": false,
  "model_type": "nemotron-nas",
  "num_attention_heads": 64,
  "num_hidden_layers": 80,
  "num_key_value_heads": null,
  "pretraining_tp": 1,
  "quantization_config": {
    "_load_in_4bit": true,
    "_load_in_8bit": false,
    "bnb_4bit_compute_dtype": "bfloat16",
    "bnb_4bit_quant_storage": "uint8",
    "bnb_4bit_quant_type": "fp4",
    "bnb_4bit_use_double_quant": true,
    "llm_int8_enable_fp32_cpu_offload": false,
    "llm_int8_has_fp16_weight": false,
    "llm_int8_skip_modules": null,
    "llm_int8_threshold": 6.0,
    "load_in_4bit": true,
    "load_in_8bit": false,
    "quant_method": "bitsandbytes"
  },
  "rms_norm_eps": 1e-05,
  "rope_scaling": {
    "factor": 8.0,
    "high_freq_factor": 4.0,
    "low_freq_factor": 1.0,
    "original_max_position_embeddings": 8192,
    "rope_type": "llama3"
  },
  "rope_theta": 500000.0,
  "tie_word_embeddings": false,
  "torch_dtype": "bfloat16",
  "transformers_version": "4.44.2",
  "use_cache": true,
  "vocab_size": 128256
}