Training in progress, step 400, checkpoint

checkpoint-400/README.md

@@ -199,4 +199,4 @@ Carbon emissions can be estimated using the [Machine Learning Impact calculator]
 [More Information Needed]
 ### Framework versions
 
-- PEFT 0.13.2
+- PEFT 0.14.0

checkpoint-400/adapter_config.json

@@ -3,6 +3,8 @@
   "auto_mapping": null,
   "base_model_name_or_path": "unsloth/Llama-3.2-1B-Instruct",
   "bias": "none",
+  "eva_config": null,
+  "exclude_modules": null,
   "fan_in_fan_out": false,
   "inference_mode": true,
   "init_lora_weights": true,
@@ -11,6 +13,7 @@
   "layers_to_transform": null,
   "loftq_config": {},
   "lora_alpha": 16,
+  "lora_bias": false,
   "lora_dropout": 0,
   "megatron_config": null,
   "megatron_core": "megatron.core",
@@ -20,9 +23,13 @@
   "rank_pattern": {},
   "revision": null,
   "target_modules": [
-    "up_proj",
+    "q_proj",
+    "o_proj",
+    "v_proj",
     "down_proj",
-    "gate_proj"
+    "up_proj",
+    "gate_proj",
+    "k_proj"
   ],
   "task_type": "CAUSAL_LM",
   "use_dora": false,

checkpoint-400/adapter_model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9531e392f57d682e9df532da57890a1bd7da38d148a740b873837538803d871d
-size 31469800
+oid sha256:1b252a7207ca6e4d8ec5a01d39855fbcd6089aaf3e443515c903c21aff667eb1
+size 45118424

checkpoint-400/optimizer.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8c8dfdb4d4cd9f771845d30ca2a97e0f484b5472dc0f9641e55e968fb18f2517
-size 16089082
+oid sha256:9a3fa4ab8e334a8e854b6d9f6bc7484419951d9e0294c5838d891b2594dfa19a
+size 23159546

checkpoint-400/scheduler.pt

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:614e91b565c762accb7eb6cf425f4e176bceb16ec6adc15e8ac14171894c88b4
+oid sha256:aa7345d0af93cc516d093cf07a0ee13b062df879c9c662d4d88703be4ea3a5e9
 size 1064

checkpoint-400/trainer_state.json

@@ -1,7 +1,7 @@
 {
   "best_metric": null,
   "best_model_checkpoint": null,
-  "epoch": 0.4878048780487805,
+  "epoch": 0.4266666666666667,
   "eval_steps": 500,
   "global_step": 400,
   "is_hyper_param_search": false,
@@ -9,148 +9,148 @@
   "is_world_process_zero": true,
   "log_history": [
     {
-      "epoch": 0.024390243902439025,
-      "grad_norm": 0.33140748739242554,
-      "learning_rate": 0.00019631901840490797,
-      "loss": 2.6356,
+      "epoch": 0.021333333333333333,
+      "grad_norm": 0.46613356471061707,
+      "learning_rate": 0.00019678111587982831,
+      "loss": 1.2799,
       "step": 20
     },
     {
-      "epoch": 0.04878048780487805,
-      "grad_norm": 0.26923373341560364,
-      "learning_rate": 0.0001914110429447853,
-      "loss": 2.3438,
+      "epoch": 0.042666666666666665,
+      "grad_norm": 0.3468495309352875,
+      "learning_rate": 0.0001924892703862661,
+      "loss": 0.8919,
       "step": 40
     },
     {
-      "epoch": 0.07317073170731707,
-      "grad_norm": 0.259231835603714,
-      "learning_rate": 0.00018650306748466258,
-      "loss": 2.3363,
+      "epoch": 0.064,
+      "grad_norm": 0.4602198004722595,
+      "learning_rate": 0.00018819742489270387,
+      "loss": 0.8586,
       "step": 60
     },
     {
-      "epoch": 0.0975609756097561,
-      "grad_norm": 0.2962253987789154,
-      "learning_rate": 0.00018159509202453987,
-      "loss": 2.278,
+      "epoch": 0.08533333333333333,
+      "grad_norm": 0.480325311422348,
+      "learning_rate": 0.00018390557939914164,
+      "loss": 0.7571,
       "step": 80
     },
     {
-      "epoch": 0.12195121951219512,
-      "grad_norm": 0.2886357605457306,
-      "learning_rate": 0.0001766871165644172,
-      "loss": 2.2543,
+      "epoch": 0.10666666666666667,
+      "grad_norm": 0.30179363489151,
+      "learning_rate": 0.00017961373390557942,
+      "loss": 0.7793,
       "step": 100
     },
     {
-      "epoch": 0.14634146341463414,
-      "grad_norm": 0.40607205033302307,
-      "learning_rate": 0.0001717791411042945,
-      "loss": 2.2058,
+      "epoch": 0.128,
+      "grad_norm": 0.3483397364616394,
+      "learning_rate": 0.00017532188841201717,
+      "loss": 0.7647,
       "step": 120
     },
     {
-      "epoch": 0.17073170731707318,
-      "grad_norm": 0.4145870804786682,
-      "learning_rate": 0.00016687116564417177,
-      "loss": 2.3036,
+      "epoch": 0.14933333333333335,
+      "grad_norm": 0.29965728521347046,
+      "learning_rate": 0.00017103004291845494,
+      "loss": 0.6741,
       "step": 140
     },
     {
-      "epoch": 0.1951219512195122,
-      "grad_norm": 0.2872335612773895,
-      "learning_rate": 0.00016196319018404909,
-      "loss": 2.1944,
+      "epoch": 0.17066666666666666,
+      "grad_norm": 0.26644188165664673,
+      "learning_rate": 0.00016673819742489272,
+      "loss": 0.7586,
       "step": 160
     },
     {
-      "epoch": 0.21951219512195122,
-      "grad_norm": 0.4880731403827667,
-      "learning_rate": 0.0001570552147239264,
-      "loss": 2.1981,
+      "epoch": 0.192,
+      "grad_norm": 0.2962466776371002,
+      "learning_rate": 0.0001624463519313305,
+      "loss": 0.7364,
       "step": 180
     },
     {
-      "epoch": 0.24390243902439024,
-      "grad_norm": 0.3285306394100189,
-      "learning_rate": 0.0001521472392638037,
-      "loss": 2.2533,
+      "epoch": 0.21333333333333335,
+      "grad_norm": 0.36480244994163513,
+      "learning_rate": 0.00015815450643776824,
+      "loss": 0.7944,
       "step": 200
     },
     {
-      "epoch": 0.2682926829268293,
-      "grad_norm": 0.304231196641922,
-      "learning_rate": 0.00014723926380368098,
-      "loss": 2.2148,
+      "epoch": 0.23466666666666666,
+      "grad_norm": 0.23963908851146698,
+      "learning_rate": 0.000153862660944206,
+      "loss": 0.7055,
       "step": 220
     },
     {
-      "epoch": 0.2926829268292683,
-      "grad_norm": 0.26624172925949097,
-      "learning_rate": 0.00014233128834355828,
-      "loss": 2.204,
+      "epoch": 0.256,
+      "grad_norm": 0.3207215666770935,
+      "learning_rate": 0.00014957081545064377,
+      "loss": 0.7495,
       "step": 240
     },
     {
-      "epoch": 0.3170731707317073,
-      "grad_norm": 0.32761627435684204,
-      "learning_rate": 0.0001374233128834356,
-      "loss": 2.1843,
+      "epoch": 0.2773333333333333,
+      "grad_norm": 0.34940779209136963,
+      "learning_rate": 0.00014527896995708155,
+      "loss": 0.7739,
       "step": 260
     },
     {
-      "epoch": 0.34146341463414637,
-      "grad_norm": 0.2757970094680786,
-      "learning_rate": 0.00013251533742331288,
-      "loss": 2.1697,
+      "epoch": 0.2986666666666667,
+      "grad_norm": 0.2764255702495575,
+      "learning_rate": 0.00014098712446351932,
+      "loss": 0.7126,
       "step": 280
     },
     {
-      "epoch": 0.36585365853658536,
-      "grad_norm": 0.31138375401496887,
-      "learning_rate": 0.00012760736196319017,
-      "loss": 2.188,
+      "epoch": 0.32,
+      "grad_norm": 0.27612850069999695,
+      "learning_rate": 0.0001366952789699571,
+      "loss": 0.7308,
       "step": 300
     },
     {
-      "epoch": 0.3902439024390244,
-      "grad_norm": 0.31954225897789,
-      "learning_rate": 0.0001226993865030675,
-      "loss": 2.181,
+      "epoch": 0.3413333333333333,
+      "grad_norm": 0.2778555154800415,
+      "learning_rate": 0.00013240343347639485,
+      "loss": 0.6974,
       "step": 320
     },
     {
-      "epoch": 0.4146341463414634,
-      "grad_norm": 0.2957305908203125,
-      "learning_rate": 0.0001177914110429448,
-      "loss": 2.2415,
+      "epoch": 0.3626666666666667,
+      "grad_norm": 0.33450472354888916,
+      "learning_rate": 0.00012811158798283262,
+      "loss": 0.7557,
       "step": 340
     },
     {
-      "epoch": 0.43902439024390244,
-      "grad_norm": 0.30089232325553894,
-      "learning_rate": 0.00011288343558282209,
-      "loss": 2.1094,
+      "epoch": 0.384,
+      "grad_norm": 0.2894728183746338,
+      "learning_rate": 0.0001238197424892704,
+      "loss": 0.7222,
       "step": 360
     },
     {
-      "epoch": 0.4634146341463415,
-      "grad_norm": 0.2776000201702118,
-      "learning_rate": 0.00010797546012269939,
-      "loss": 2.2362,
+      "epoch": 0.4053333333333333,
+      "grad_norm": 0.34458762407302856,
+      "learning_rate": 0.00011952789699570816,
+      "loss": 0.7467,
       "step": 380
     },
     {
-      "epoch": 0.4878048780487805,
-      "grad_norm": 0.3909365236759186,
-      "learning_rate": 0.0001030674846625767,
-      "loss": 2.2577,
+      "epoch": 0.4266666666666667,
+      "grad_norm": 0.42291197180747986,
+      "learning_rate": 0.00011523605150214594,
+      "loss": 0.6999,
       "step": 400
     }
   ],
   "logging_steps": 20,
-  "max_steps": 820,
+  "max_steps": 937,
   "num_input_tokens_seen": 0,
   "num_train_epochs": 1,
   "save_steps": 200,
@@ -166,7 +166,7 @@
       "attributes": {}
     }
   },
-  "total_flos": 9.59851999002624e+16,
+  "total_flos": 9.63186370019328e+16,
   "train_batch_size": 2,
   "trial_name": null,
   "trial_params": null

checkpoint-400/training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e8d1652c64d5701d7542543217cc8eb0453db379d2bc34a961ad431eb6ebe7fc
+oid sha256:f519abf615386e0857c941fcb28a9140901798289aceaff057539afc5159bd3d
 size 5560