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llm2seq-wikilingua
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2026-06-22 13:09:34,105 [INFO] Seed: 42
2026-06-22 13:09:34,122 [INFO] Using CUDA: NVIDIA A100 80GB PCIe
2026-06-22 13:09:34,122 [INFO] Enabled TF32 matmul/cudnn for CUDA
2026-06-22 13:09:39,262 [INFO] LLM2Seq Model Summary
==================================================
Encoder:          McGill-NLP/LLM2Vec-Sheared-LLaMA-mntp
  Trainable:      True
  LoRA:           True
Adaptor:          gated_residual
  Layer Fusion:   True
  Fusion Type:    tokenwise
  Salience Gate:  True
  EncStack:       True
  Global Tokens:  16
Decoder:
  Layers:         8
  Hidden Size:    1024
  Heads:          16
  FFN Size:       4096
==================================================
Total params:     1,558,708,737
Trainable params: 278,821,377
Frozen params:    1,279,887,360
2026-06-22 13:09:39,959 [INFO] Enabled gradient checkpointing for encoder
2026-06-22 13:09:40,214 [INFO] Resuming from checkpoint: runs/h200_llm2seq_phase1_warmup/best.pt
2026-06-22 13:09:40,718 [INFO] Checkpoint load allowed 554 missing keys for stage=h200_phase2_lora_encoder context=resume, prefixes=('encoder.',)
2026-06-22 13:09:40,719 [INFO] Reset global step because training.reset_global_step_on_resume=true
2026-06-22 13:09:40,719 [INFO] Reset best eval loss because training.reset_best_eval_loss_on_resume=true
2026-06-22 13:09:40,719 [INFO] Resumed at step 0
2026-06-22 13:09:40,780 [INFO] Hugging Face uploads enabled: repo=BienKieu/llm2seq-wikilingua path=checkpoints/h200_phase2_lora_encoder
2026-06-22 13:09:40,780 [INFO] Train file: llm2seq_h200/data/processed/train.jsonl (13,999 examples)
2026-06-22 13:09:40,781 [INFO] Eval file: llm2seq_h200/data/processed/validation.jsonl (1,680 examples)
2026-06-22 13:09:40,781 [INFO] Starting training for 4 epochs (1,748 optimizer steps)...
2026-06-22 13:09:40,781 [INFO]   Batch size: 16
2026-06-22 13:09:40,781 [INFO]   Gradient accumulation: 2
2026-06-22 13:09:40,781 [INFO]   Effective batch size: 32
2026-06-22 13:09:40,781 [INFO]   Steps per epoch: 437
2026-06-22 13:09:40,781 [INFO]   Warmup steps: 52
2026-06-22 13:09:40,781 [INFO]   Eval every: 437 optimizer steps
2026-06-22 13:09:40,781 [INFO]   Save every: 437 optimizer steps
2026-06-22 13:09:40,781 [INFO]   Mixed precision: fp16=False, bf16=True
2026-06-22 13:09:41,003 [WARNING] `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
2026-06-22 13:10:47,111 [INFO] Step 5/1748 | Loss: 1.5411 | CE: 1.5411 | LR: 4.81e-06 | Epoch: 1/4
2026-06-22 13:11:51,903 [INFO] Step 10/1748 | Loss: 1.4351 | CE: 1.4351 | LR: 9.62e-06 | Epoch: 1/4
2026-06-22 13:12:57,326 [INFO] Step 15/1748 | Loss: 1.3788 | CE: 1.3788 | LR: 1.44e-05 | Epoch: 1/4
2026-06-22 13:14:03,628 [INFO] Step 20/1748 | Loss: 1.3648 | CE: 1.3648 | LR: 1.92e-05 | Epoch: 1/4
2026-06-22 13:15:06,798 [INFO] Step 25/1748 | Loss: 1.2985 | CE: 1.2985 | LR: 2.40e-05 | Epoch: 1/4
2026-06-22 13:16:12,891 [INFO] Step 30/1748 | Loss: 1.2634 | CE: 1.2634 | LR: 2.88e-05 | Epoch: 1/4
2026-06-22 13:17:19,213 [INFO] Step 35/1748 | Loss: 1.2637 | CE: 1.2637 | LR: 3.37e-05 | Epoch: 1/4
2026-06-22 13:18:23,891 [INFO] Step 40/1748 | Loss: 1.1829 | CE: 1.1829 | LR: 3.85e-05 | Epoch: 1/4
2026-06-22 13:19:29,650 [INFO] Step 45/1748 | Loss: 1.2341 | CE: 1.2341 | LR: 4.33e-05 | Epoch: 1/4
2026-06-22 13:20:36,438 [INFO] Step 50/1748 | Loss: 1.1670 | CE: 1.1670 | LR: 4.81e-05 | Epoch: 1/4
2026-06-22 13:21:43,032 [INFO] Step 55/1748 | Loss: 1.1682 | CE: 1.1682 | LR: 5.00e-05 | Epoch: 1/4
2026-06-22 13:22:50,402 [INFO] Step 60/1748 | Loss: 1.1495 | CE: 1.1495 | LR: 5.00e-05 | Epoch: 1/4
2026-06-22 13:23:57,735 [INFO] Step 65/1748 | Loss: 1.1562 | CE: 1.1562 | LR: 5.00e-05 | Epoch: 1/4
2026-06-22 13:25:04,694 [INFO] Step 70/1748 | Loss: 1.1960 | CE: 1.1960 | LR: 5.00e-05 | Epoch: 1/4
2026-06-22 13:26:10,715 [INFO] Step 75/1748 | Loss: 1.1783 | CE: 1.1783 | LR: 5.00e-05 | Epoch: 1/4
2026-06-22 13:27:16,073 [INFO] Step 80/1748 | Loss: 1.1206 | CE: 1.1206 | LR: 5.00e-05 | Epoch: 1/4
2026-06-22 13:28:22,242 [INFO] Step 85/1748 | Loss: 1.1422 | CE: 1.1422 | LR: 5.00e-05 | Epoch: 1/4
2026-06-22 13:29:26,939 [INFO] Step 90/1748 | Loss: 1.1494 | CE: 1.1494 | LR: 4.99e-05 | Epoch: 1/4
2026-06-22 13:30:31,938 [INFO] Step 95/1748 | Loss: 1.0621 | CE: 1.0621 | LR: 4.99e-05 | Epoch: 1/4
2026-06-22 13:31:39,218 [INFO] Step 100/1748 | Loss: 1.1319 | CE: 1.1319 | LR: 4.99e-05 | Epoch: 1/4
2026-06-22 13:32:44,103 [INFO] Step 105/1748 | Loss: 1.1331 | CE: 1.1331 | LR: 4.99e-05 | Epoch: 1/4
2026-06-22 13:33:51,616 [INFO] Step 110/1748 | Loss: 1.1059 | CE: 1.1059 | LR: 4.99e-05 | Epoch: 1/4
2026-06-22 13:34:58,935 [INFO] Step 115/1748 | Loss: 1.1316 | CE: 1.1316 | LR: 4.98e-05 | Epoch: 1/4
2026-06-22 13:36:04,972 [INFO] Step 120/1748 | Loss: 1.1372 | CE: 1.1372 | LR: 4.98e-05 | Epoch: 1/4
2026-06-22 13:37:12,121 [INFO] Step 125/1748 | Loss: 1.1066 | CE: 1.1066 | LR: 4.98e-05 | Epoch: 1/4
2026-06-22 13:38:17,511 [INFO] Step 130/1748 | Loss: 1.1310 | CE: 1.1310 | LR: 4.97e-05 | Epoch: 1/4
2026-06-22 13:39:24,595 [INFO] Step 135/1748 | Loss: 1.1153 | CE: 1.1153 | LR: 4.97e-05 | Epoch: 1/4
2026-06-22 13:40:31,767 [INFO] Step 140/1748 | Loss: 1.0970 | CE: 1.0970 | LR: 4.97e-05 | Epoch: 1/4
2026-06-22 13:41:39,090 [INFO] Step 145/1748 | Loss: 1.0645 | CE: 1.0645 | LR: 4.96e-05 | Epoch: 1/4
2026-06-22 13:42:46,115 [INFO] Step 150/1748 | Loss: 1.0860 | CE: 1.0860 | LR: 4.96e-05 | Epoch: 1/4
2026-06-22 13:43:52,827 [INFO] Step 155/1748 | Loss: 1.0902 | CE: 1.0902 | LR: 4.95e-05 | Epoch: 1/4
2026-06-22 13:44:59,849 [INFO] Step 160/1748 | Loss: 1.1151 | CE: 1.1151 | LR: 4.95e-05 | Epoch: 1/4
2026-06-22 13:46:04,438 [INFO] Step 165/1748 | Loss: 1.1193 | CE: 1.1193 | LR: 4.95e-05 | Epoch: 1/4
2026-06-22 13:47:08,257 [INFO] Step 170/1748 | Loss: 1.0977 | CE: 1.0977 | LR: 4.94e-05 | Epoch: 1/4
2026-06-22 13:48:10,593 [INFO] Step 175/1748 | Loss: 1.1027 | CE: 1.1027 | LR: 4.94e-05 | Epoch: 1/4
2026-06-22 13:49:16,299 [INFO] Step 180/1748 | Loss: 1.0680 | CE: 1.0680 | LR: 4.93e-05 | Epoch: 1/4
2026-06-22 13:50:19,719 [INFO] Step 185/1748 | Loss: 1.0788 | CE: 1.0788 | LR: 4.92e-05 | Epoch: 1/4
2026-06-22 13:51:27,054 [INFO] Step 190/1748 | Loss: 1.1112 | CE: 1.1112 | LR: 4.92e-05 | Epoch: 1/4
2026-06-22 13:52:34,494 [INFO] Step 195/1748 | Loss: 1.0203 | CE: 1.0203 | LR: 4.91e-05 | Epoch: 1/4
2026-06-22 13:53:37,575 [INFO] Step 200/1748 | Loss: 1.0790 | CE: 1.0790 | LR: 4.91e-05 | Epoch: 1/4
2026-06-22 13:54:42,041 [INFO] Step 205/1748 | Loss: 1.1081 | CE: 1.1081 | LR: 4.90e-05 | Epoch: 1/4
2026-06-22 13:55:48,486 [INFO] Step 210/1748 | Loss: 1.1109 | CE: 1.1109 | LR: 4.89e-05 | Epoch: 1/4
2026-06-22 13:56:54,578 [INFO] Step 215/1748 | Loss: 1.1104 | CE: 1.1104 | LR: 4.89e-05 | Epoch: 1/4
2026-06-22 13:57:58,685 [INFO] Step 220/1748 | Loss: 1.1097 | CE: 1.1097 | LR: 4.88e-05 | Epoch: 1/4
2026-06-22 13:59:04,824 [INFO] Step 225/1748 | Loss: 1.1240 | CE: 1.1240 | LR: 4.87e-05 | Epoch: 1/4
2026-06-22 14:00:10,194 [INFO] Step 230/1748 | Loss: 1.1159 | CE: 1.1159 | LR: 4.87e-05 | Epoch: 1/4
2026-06-22 14:01:16,489 [INFO] Step 235/1748 | Loss: 1.1201 | CE: 1.1201 | LR: 4.86e-05 | Epoch: 1/4
2026-06-22 14:02:21,411 [INFO] Step 240/1748 | Loss: 1.0961 | CE: 1.0961 | LR: 4.85e-05 | Epoch: 1/4
2026-06-22 14:03:25,708 [INFO] Step 245/1748 | Loss: 1.0547 | CE: 1.0547 | LR: 4.84e-05 | Epoch: 1/4
2026-06-22 14:04:31,604 [INFO] Step 250/1748 | Loss: 1.1318 | CE: 1.1318 | LR: 4.83e-05 | Epoch: 1/4
2026-06-22 14:05:38,915 [INFO] Step 255/1748 | Loss: 1.0893 | CE: 1.0893 | LR: 4.83e-05 | Epoch: 1/4
2026-06-22 14:06:45,247 [INFO] Step 260/1748 | Loss: 1.0701 | CE: 1.0701 | LR: 4.82e-05 | Epoch: 1/4
2026-06-22 14:07:49,108 [INFO] Step 265/1748 | Loss: 1.0797 | CE: 1.0797 | LR: 4.81e-05 | Epoch: 1/4
2026-06-22 14:08:56,337 [INFO] Step 270/1748 | Loss: 1.0793 | CE: 1.0793 | LR: 4.80e-05 | Epoch: 1/4
2026-06-22 14:10:02,748 [INFO] Step 275/1748 | Loss: 1.0944 | CE: 1.0944 | LR: 4.79e-05 | Epoch: 1/4
2026-06-22 14:11:10,018 [INFO] Step 280/1748 | Loss: 1.1337 | CE: 1.1337 | LR: 4.78e-05 | Epoch: 1/4
2026-06-22 14:12:13,900 [INFO] Step 285/1748 | Loss: 1.0747 | CE: 1.0747 | LR: 4.77e-05 | Epoch: 1/4
2026-06-22 14:13:17,827 [INFO] Step 290/1748 | Loss: 1.1020 | CE: 1.1020 | LR: 4.76e-05 | Epoch: 1/4
2026-06-22 14:14:23,015 [INFO] Step 295/1748 | Loss: 1.1759 | CE: 1.1759 | LR: 4.75e-05 | Epoch: 1/4
2026-06-22 14:15:28,223 [INFO] Step 300/1748 | Loss: 1.1174 | CE: 1.1174 | LR: 4.74e-05 | Epoch: 1/4
2026-06-22 14:16:33,003 [INFO] Step 305/1748 | Loss: 1.0686 | CE: 1.0686 | LR: 4.73e-05 | Epoch: 1/4
2026-06-22 14:17:35,903 [INFO] Step 310/1748 | Loss: 1.1257 | CE: 1.1257 | LR: 4.72e-05 | Epoch: 1/4
2026-06-22 14:18:43,082 [INFO] Step 315/1748 | Loss: 1.1212 | CE: 1.1212 | LR: 4.71e-05 | Epoch: 1/4
2026-06-22 14:19:49,128 [INFO] Step 320/1748 | Loss: 1.0997 | CE: 1.0997 | LR: 4.70e-05 | Epoch: 1/4
2026-06-22 14:20:54,651 [INFO] Step 325/1748 | Loss: 1.1159 | CE: 1.1159 | LR: 4.69e-05 | Epoch: 1/4
2026-06-22 14:22:01,351 [INFO] Step 330/1748 | Loss: 1.0836 | CE: 1.0836 | LR: 4.68e-05 | Epoch: 1/4
2026-06-22 14:23:08,498 [INFO] Step 335/1748 | Loss: 1.1074 | CE: 1.1074 | LR: 4.66e-05 | Epoch: 1/4
2026-06-22 14:24:12,313 [INFO] Step 340/1748 | Loss: 1.1128 | CE: 1.1128 | LR: 4.65e-05 | Epoch: 1/4
2026-06-22 14:25:18,921 [INFO] Step 345/1748 | Loss: 1.0647 | CE: 1.0647 | LR: 4.64e-05 | Epoch: 1/4
2026-06-22 14:26:26,292 [INFO] Step 350/1748 | Loss: 1.0728 | CE: 1.0728 | LR: 4.63e-05 | Epoch: 1/4
2026-06-22 14:27:31,958 [INFO] Step 355/1748 | Loss: 1.1303 | CE: 1.1303 | LR: 4.62e-05 | Epoch: 1/4
2026-06-22 14:28:37,446 [INFO] Step 360/1748 | Loss: 1.1064 | CE: 1.1064 | LR: 4.60e-05 | Epoch: 1/4
2026-06-22 14:29:41,322 [INFO] Step 365/1748 | Loss: 1.1388 | CE: 1.1388 | LR: 4.59e-05 | Epoch: 1/4
2026-06-22 14:30:46,209 [INFO] Step 370/1748 | Loss: 1.1417 | CE: 1.1417 | LR: 4.58e-05 | Epoch: 1/4
2026-06-22 14:31:50,886 [INFO] Step 375/1748 | Loss: 1.1050 | CE: 1.1050 | LR: 4.57e-05 | Epoch: 1/4
2026-06-22 14:32:58,310 [INFO] Step 380/1748 | Loss: 1.1542 | CE: 1.1542 | LR: 4.55e-05 | Epoch: 1/4
2026-06-22 14:34:03,457 [INFO] Step 385/1748 | Loss: 1.1050 | CE: 1.1050 | LR: 4.54e-05 | Epoch: 1/4
2026-06-22 14:35:09,209 [INFO] Step 390/1748 | Loss: 1.0862 | CE: 1.0862 | LR: 4.53e-05 | Epoch: 1/4
2026-06-22 14:36:16,754 [INFO] Step 395/1748 | Loss: 1.0688 | CE: 1.0688 | LR: 4.51e-05 | Epoch: 1/4
2026-06-22 14:37:21,680 [INFO] Step 400/1748 | Loss: 1.0896 | CE: 1.0896 | LR: 4.50e-05 | Epoch: 1/4
2026-06-22 14:38:25,059 [INFO] Step 405/1748 | Loss: 1.0871 | CE: 1.0871 | LR: 4.48e-05 | Epoch: 1/4
2026-06-22 14:39:27,350 [INFO] Step 410/1748 | Loss: 1.1280 | CE: 1.1280 | LR: 4.47e-05 | Epoch: 1/4
2026-06-22 14:40:33,382 [INFO] Step 415/1748 | Loss: 1.1003 | CE: 1.1003 | LR: 4.46e-05 | Epoch: 1/4
2026-06-22 14:41:38,713 [INFO] Step 420/1748 | Loss: 1.0866 | CE: 1.0866 | LR: 4.44e-05 | Epoch: 1/4
2026-06-22 14:42:45,832 [INFO] Step 425/1748 | Loss: 1.0749 | CE: 1.0749 | LR: 4.43e-05 | Epoch: 1/4
2026-06-22 14:43:52,121 [INFO] Step 430/1748 | Loss: 1.0989 | CE: 1.0989 | LR: 4.41e-05 | Epoch: 1/4
2026-06-22 14:44:56,724 [INFO] Step 435/1748 | Loss: 1.0560 | CE: 1.0560 | LR: 4.40e-05 | Epoch: 1/4
2026-06-22 14:48:30,168 [INFO] Step 437 | Eval Loss: 1.3913
2026-06-22 14:48:31,206 [INFO] Saved trainable-only checkpoint to runs/h200_llm2seq_phase2_lora_encoder/best.pt (519 model tensors, stores_base_encoder_weights=False)
2026-06-22 14:48:31,792 [INFO] New best eval loss: 1.3913
2026-06-22 14:48:32,295 [INFO] Saved trainable-only checkpoint to runs/h200_llm2seq_phase2_lora_encoder/epoch_001.pt (519 model tensors, stores_base_encoder_weights=False)
2026-06-22 14:48:33,221 [INFO] Uploading to HF: runs/h200_llm2seq_phase2_lora_encoder/epoch_001.pt -> BienKieu/llm2seq-wikilingua/checkpoints/h200_phase2_lora_encoder/epochs/epoch_001_step_437.pt
2026-06-22 14:49:02,861 [INFO] Uploading to HF: runs/h200_llm2seq_phase2_lora_encoder/config.yaml -> BienKieu/llm2seq-wikilingua/checkpoints/h200_phase2_lora_encoder/config.yaml
2026-06-22 14:49:03,337 [INFO] Uploading to HF: runs/h200_llm2seq_phase2_lora_encoder/train.log -> BienKieu/llm2seq-wikilingua/checkpoints/h200_phase2_lora_encoder/train.log
2026-06-22 14:49:03,804 [INFO] Uploading to HF: runs/h200_llm2seq_phase2_lora_encoder/checkpoint_manifest.json -> BienKieu/llm2seq-wikilingua/checkpoints/h200_phase2_lora_encoder/checkpoint_manifest.json
2026-06-22 14:49:04,628 [INFO] Uploading to HF: runs/h200_llm2seq_phase2_lora_encoder/best.pt -> BienKieu/llm2seq-wikilingua/checkpoints/h200_phase2_lora_encoder/best.pt
2026-06-22 14:49:14,850 [INFO] Saved trainable-only checkpoint to runs/h200_llm2seq_phase2_lora_encoder/checkpoint_437.pt (519 model tensors, stores_base_encoder_weights=False)
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2026-06-22 16:20:20,242 [INFO] Step 855/1748 | Loss: 0.9897 | CE: 0.9897 | LR: 2.71e-05 | Epoch: 2/4
2026-06-22 16:21:26,333 [INFO] Step 860/1748 | Loss: 0.9635 | CE: 0.9635 | LR: 2.69e-05 | Epoch: 2/4
2026-06-22 16:22:31,928 [INFO] Step 865/1748 | Loss: 1.0036 | CE: 1.0036 | LR: 2.66e-05 | Epoch: 2/4
2026-06-22 16:23:36,930 [INFO] Step 870/1748 | Loss: 0.9904 | CE: 0.9904 | LR: 2.64e-05 | Epoch: 2/4
2026-06-22 16:27:36,082 [INFO] Step 874 | Eval Loss: 1.3895
2026-06-22 16:27:37,530 [INFO] Saved trainable-only checkpoint to runs/h200_llm2seq_phase2_lora_encoder/best.pt (519 model tensors, stores_base_encoder_weights=False)
2026-06-22 16:27:38,144 [INFO] New best eval loss: 1.3895
2026-06-22 16:42:46,507 [INFO] Seed: 42
2026-06-22 16:42:46,524 [INFO] Using CUDA: NVIDIA A100 80GB PCIe
2026-06-22 16:42:46,524 [INFO] Enabled TF32 matmul/cudnn for CUDA
2026-06-22 16:42:51,618 [INFO] LLM2Seq Model Summary
==================================================
Encoder:          McGill-NLP/LLM2Vec-Sheared-LLaMA-mntp
  Trainable:      True
  LoRA:           True
Adaptor:          gated_residual
  Layer Fusion:   True
  Fusion Type:    tokenwise
  Salience Gate:  True
  EncStack:       True
  Global Tokens:  16
Decoder:
  Layers:         8
  Hidden Size:    1024
  Heads:          16
  FFN Size:       4096
==================================================
Total params:     1,558,708,737
Trainable params: 278,821,377
Frozen params:    1,279,887,360
2026-06-22 16:42:52,209 [INFO] Enabled gradient checkpointing for encoder
2026-06-22 16:42:52,461 [INFO] Resuming from checkpoint: runs/h200_llm2seq_phase2_lora_encoder/best.pt
2026-06-22 16:42:52,959 [INFO] Checkpoint load allowed 218 missing keys for stage=h200_phase2_lora_encoder context=resume, prefixes=('encoder.',)
2026-06-22 16:42:52,959 [INFO] Reset global step because training.reset_global_step_on_resume=true
2026-06-22 16:42:52,959 [INFO] Reset best eval loss because training.reset_best_eval_loss_on_resume=true
2026-06-22 16:42:52,959 [INFO] Resumed at step 0
2026-06-22 16:42:53,020 [INFO] Hugging Face uploads enabled: repo=BienKieu/llm2seq-wikilingua path=checkpoints/h200_phase2_lora_encoder
2026-06-22 16:42:53,020 [INFO] Train file: llm2seq_h200/data/processed/train.jsonl (13,999 examples)
2026-06-22 16:42:53,020 [INFO] Eval file: llm2seq_h200/data/processed/validation.jsonl (1,680 examples)
2026-06-22 16:42:53,020 [INFO] Starting training for 2 epochs (874 optimizer steps)...
2026-06-22 16:42:53,020 [INFO]   Batch size: 16
2026-06-22 16:42:53,020 [INFO]   Gradient accumulation: 2
2026-06-22 16:42:53,020 [INFO]   Effective batch size: 32
2026-06-22 16:42:53,020 [INFO]   Steps per epoch: 437
2026-06-22 16:42:53,020 [INFO]   Warmup steps: 26
2026-06-22 16:42:53,020 [INFO]   Eval every: 437 optimizer steps
2026-06-22 16:42:53,020 [INFO]   Save every: 437 optimizer steps
2026-06-22 16:42:53,020 [INFO]   Mixed precision: fp16=False, bf16=True
2026-06-22 16:42:53,290 [WARNING] `use_cache=True` is incompatible with gradient checkpointing. Setting `use_cache=False`...
2026-06-22 16:43:59,651 [INFO] Step 5/874 | Loss: 0.9483 | CE: 0.9483 | LR: 9.62e-06 | Epoch: 1/2
2026-06-22 16:45:04,618 [INFO] Step 10/874 | Loss: 0.9112 | CE: 0.9112 | LR: 1.92e-05 | Epoch: 1/2
2026-06-22 16:46:10,189 [INFO] Step 15/874 | Loss: 0.9204 | CE: 0.9204 | LR: 2.88e-05 | Epoch: 1/2
2026-06-22 16:47:16,629 [INFO] Step 20/874 | Loss: 0.9214 | CE: 0.9214 | LR: 3.85e-05 | Epoch: 1/2
2026-06-22 16:48:19,942 [INFO] Step 25/874 | Loss: 0.9024 | CE: 0.9024 | LR: 4.81e-05 | Epoch: 1/2
2026-06-22 16:49:26,165 [INFO] Step 30/874 | Loss: 0.8728 | CE: 0.8728 | LR: 5.00e-05 | Epoch: 1/2
2026-06-22 16:50:32,691 [INFO] Step 35/874 | Loss: 0.8813 | CE: 0.8813 | LR: 5.00e-05 | Epoch: 1/2
2026-06-22 16:51:37,525 [INFO] Step 40/874 | Loss: 0.8341 | CE: 0.8341 | LR: 5.00e-05 | Epoch: 1/2
2026-06-22 16:52:43,468 [INFO] Step 45/874 | Loss: 0.8893 | CE: 0.8893 | LR: 4.99e-05 | Epoch: 1/2
2026-06-22 16:53:50,378 [INFO] Step 50/874 | Loss: 0.8299 | CE: 0.8299 | LR: 4.99e-05 | Epoch: 1/2
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2026-06-22 16:57:11,911 [INFO] Step 65/874 | Loss: 0.8333 | CE: 0.8333 | LR: 4.97e-05 | Epoch: 1/2
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2026-06-22 16:59:25,078 [INFO] Step 75/874 | Loss: 0.8462 | CE: 0.8462 | LR: 4.96e-05 | Epoch: 1/2
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2026-06-22 17:10:27,258 [INFO] Step 125/874 | Loss: 0.8111 | CE: 0.8111 | LR: 4.83e-05 | Epoch: 1/2
2026-06-22 17:11:32,659 [INFO] Step 130/874 | Loss: 0.8198 | CE: 0.8198 | LR: 4.82e-05 | Epoch: 1/2
2026-06-22 17:12:39,780 [INFO] Step 135/874 | Loss: 0.8046 | CE: 0.8046 | LR: 4.80e-05 | Epoch: 1/2
2026-06-22 17:13:46,973 [INFO] Step 140/874 | Loss: 0.7905 | CE: 0.7905 | LR: 4.78e-05 | Epoch: 1/2
2026-06-22 17:14:54,376 [INFO] Step 145/874 | Loss: 0.7689 | CE: 0.7689 | LR: 4.76e-05 | Epoch: 1/2
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2026-06-22 17:18:15,360 [INFO] Step 160/874 | Loss: 0.8039 | CE: 0.8039 | LR: 4.70e-05 | Epoch: 1/2
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2026-06-22 17:21:26,134 [INFO] Step 175/874 | Loss: 0.8061 | CE: 0.8061 | LR: 4.63e-05 | Epoch: 1/2
2026-06-22 17:22:31,893 [INFO] Step 180/874 | Loss: 0.7662 | CE: 0.7662 | LR: 4.60e-05 | Epoch: 1/2
2026-06-22 17:23:35,409 [INFO] Step 185/874 | Loss: 0.7755 | CE: 0.7755 | LR: 4.58e-05 | Epoch: 1/2
2026-06-22 17:24:42,849 [INFO] Step 190/874 | Loss: 0.8107 | CE: 0.8107 | LR: 4.55e-05 | Epoch: 1/2
2026-06-22 17:25:50,252 [INFO] Step 195/874 | Loss: 0.7431 | CE: 0.7431 | LR: 4.53e-05 | Epoch: 1/2
2026-06-22 17:26:53,381 [INFO] Step 200/874 | Loss: 0.7695 | CE: 0.7695 | LR: 4.50e-05 | Epoch: 1/2
2026-06-22 17:27:57,929 [INFO] Step 205/874 | Loss: 0.7999 | CE: 0.7999 | LR: 4.47e-05 | Epoch: 1/2
2026-06-22 17:29:04,399 [INFO] Step 210/874 | Loss: 0.8081 | CE: 0.8081 | LR: 4.44e-05 | Epoch: 1/2
2026-06-22 17:30:10,561 [INFO] Step 215/874 | Loss: 0.8112 | CE: 0.8112 | LR: 4.41e-05 | Epoch: 1/2
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2026-06-22 18:21:47,083 [INFO] Step 437 | Eval Loss: 1.4775
2026-06-22 18:21:48,374 [INFO] Saved trainable-only checkpoint to runs/h200_llm2seq_phase2_lora_encoder/best.pt (519 model tensors, stores_base_encoder_weights=False)
2026-06-22 18:21:48,982 [INFO] New best eval loss: 1.4775
2026-06-22 18:21:49,536 [INFO] Saved trainable-only checkpoint to runs/h200_llm2seq_phase2_lora_encoder/epoch_001.pt (519 model tensors, stores_base_encoder_weights=False)
2026-06-22 18:21:50,337 [INFO] Uploading to HF: runs/h200_llm2seq_phase2_lora_encoder/epoch_001.pt -> BienKieu/llm2seq-wikilingua/checkpoints/h200_phase2_lora_encoder/epochs/epoch_001_step_437.pt
2026-06-22 18:22:13,383 [INFO] Uploading to HF: runs/h200_llm2seq_phase2_lora_encoder/config.yaml -> BienKieu/llm2seq-wikilingua/checkpoints/h200_phase2_lora_encoder/config.yaml
2026-06-22 18:22:13,705 [INFO] Uploading to HF: runs/h200_llm2seq_phase2_lora_encoder/train.log -> BienKieu/llm2seq-wikilingua/checkpoints/h200_phase2_lora_encoder/train.log
2026-06-22 18:22:14,071 [INFO] Uploading to HF: runs/h200_llm2seq_phase2_lora_encoder/checkpoint_manifest.json -> BienKieu/llm2seq-wikilingua/checkpoints/h200_phase2_lora_encoder/checkpoint_manifest.json
2026-06-22 18:22:14,144 [WARNING] No files have been modified since last commit. Skipping to prevent empty commit.
2026-06-22 18:22:14,772 [INFO] Uploading to HF: runs/h200_llm2seq_phase2_lora_encoder/best.pt -> BienKieu/llm2seq-wikilingua/checkpoints/h200_phase2_lora_encoder/best.pt
2026-06-22 18:22:25,324 [INFO] Saved trainable-only checkpoint to runs/h200_llm2seq_phase2_lora_encoder/checkpoint_437.pt (519 model tensors, stores_base_encoder_weights=False)
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2026-06-22 20:00:50,496 [INFO] Step 874 | Eval Loss: 1.5088
2026-06-22 20:00:51,631 [INFO] Saved trainable-only checkpoint to runs/h200_llm2seq_phase2_lora_encoder/epoch_002.pt (519 model tensors, stores_base_encoder_weights=False)
2026-06-22 20:00:52,641 [INFO] Uploading to HF: runs/h200_llm2seq_phase2_lora_encoder/epoch_002.pt -> BienKieu/llm2seq-wikilingua/checkpoints/h200_phase2_lora_encoder/epochs/epoch_002_step_874.pt
2026-06-22 20:01:18,459 [INFO] Uploading to HF: runs/h200_llm2seq_phase2_lora_encoder/config.yaml -> BienKieu/llm2seq-wikilingua/checkpoints/h200_phase2_lora_encoder/config.yaml
2026-06-22 20:01:18,541 [WARNING] No files have been modified since last commit. Skipping to prevent empty commit.
2026-06-22 20:01:18,595 [INFO] Uploading to HF: runs/h200_llm2seq_phase2_lora_encoder/train.log -> BienKieu/llm2seq-wikilingua/checkpoints/h200_phase2_lora_encoder/train.log
2026-06-22 20:01:18,962 [INFO] Uploading to HF: runs/h200_llm2seq_phase2_lora_encoder/checkpoint_manifest.json -> BienKieu/llm2seq-wikilingua/checkpoints/h200_phase2_lora_encoder/checkpoint_manifest.json
2026-06-22 20:01:19,039 [WARNING] No files have been modified since last commit. Skipping to prevent empty commit.
2026-06-22 20:01:19,459 [INFO] Uploading to HF: runs/h200_llm2seq_phase2_lora_encoder/best.pt -> BienKieu/llm2seq-wikilingua/checkpoints/h200_phase2_lora_encoder/best.pt
2026-06-22 20:01:24,307 [WARNING] No files have been modified since last commit. Skipping to prevent empty commit.
2026-06-22 20:01:24,369 [INFO] Deleted old local epoch checkpoint: runs/h200_llm2seq_phase2_lora_encoder/epoch_001.pt
2026-06-22 20:01:26,082 [INFO] Saved trainable-only checkpoint to runs/h200_llm2seq_phase2_lora_encoder/checkpoint_874.pt (519 model tensors, stores_base_encoder_weights=False)
2026-06-22 20:01:28,717 [INFO] Saved trainable-only checkpoint to runs/h200_llm2seq_phase2_lora_encoder/final.pt (519 model tensors, stores_base_encoder_weights=False)
2026-06-22 20:01:29,544 [INFO] Uploading to HF: runs/h200_llm2seq_phase2_lora_encoder/best.pt -> BienKieu/llm2seq-wikilingua/checkpoints/h200_phase2_lora_encoder/best.pt
2026-06-22 20:01:34,598 [WARNING] No files have been modified since last commit. Skipping to prevent empty commit.
2026-06-22 20:01:34,990 [INFO] Uploading to HF: runs/h200_llm2seq_phase2_lora_encoder/final.pt -> BienKieu/llm2seq-wikilingua/checkpoints/h200_phase2_lora_encoder/final.pt
2026-06-22 20:01:46,592 [INFO] Uploading to HF: runs/h200_llm2seq_phase2_lora_encoder/config.yaml -> BienKieu/llm2seq-wikilingua/checkpoints/h200_phase2_lora_encoder/config.yaml
2026-06-22 20:01:46,667 [WARNING] No files have been modified since last commit. Skipping to prevent empty commit.
2026-06-22 20:01:46,722 [INFO] Uploading to HF: runs/h200_llm2seq_phase2_lora_encoder/train.log -> BienKieu/llm2seq-wikilingua/checkpoints/h200_phase2_lora_encoder/train.log