===== Job started at 2026-04-25 19:57:51 =====

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Installed 77 packages in 452ms

19:58:16 [INFO] Using temp --output-dir: /tmp/sre-sft-7p8tsnrk

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[transformers] warmup_ratio is deprecated and will be removed in v5.2. Use `warmup_steps` instead.

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19:59:20 [INFO] Starting SFT: model=Qwen/Qwen2.5-7B, train=1335, eval=28

[transformers] The tokenizer has new PAD/BOS/EOS tokens that differ from the model config and generation config. The model config and generation config were aligned accordingly, being updated with the tokenizer's values. Updated tokens: {'eos_token_id': 151645, 'bos_token_id': None, 'pad_token_id': 151643}.



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{'loss': '0.6122', 'grad_norm': '0.3594', 'learning_rate': '0.0001636', 'entropy': '0.8655', 'num_tokens': '1.247e+05', 'mean_token_accuracy': '0.9041', 'epoch': '0.02996'}


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{'loss': '0.4707', 'grad_norm': '0.3105', 'learning_rate': '0.0001997', 'entropy': '0.7358', 'num_tokens': '2.711e+05', 'mean_token_accuracy': '0.919', 'epoch': '0.05993'}


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{'loss': '0.4223', 'grad_norm': '0.8594', 'learning_rate': '0.0001985', 'entropy': '0.7529', 'num_tokens': '4.025e+05', 'mean_token_accuracy': '0.9345', 'epoch': '0.08989'}


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{'loss': '0.4289', 'grad_norm': '0.3457', 'learning_rate': '0.0001963', 'entropy': '0.7748', 'num_tokens': '5.267e+05', 'mean_token_accuracy': '0.9331', 'epoch': '0.1199'}


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{'loss': '0.4076', 'grad_norm': '0.2734', 'learning_rate': '0.0001932', 'entropy': '0.7429', 'num_tokens': '6.584e+05', 'mean_token_accuracy': '0.9357', 'epoch': '0.1498'}


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{'loss': '0.379', 'grad_norm': '0.4414', 'learning_rate': '0.0001893', 'entropy': '0.7547', 'num_tokens': '7.823e+05', 'mean_token_accuracy': '0.9373', 'epoch': '0.1798'}


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{'loss': '0.3631', 'grad_norm': '0.2178', 'learning_rate': '0.0001845', 'entropy': '0.6171', 'num_tokens': '9.163e+05', 'mean_token_accuracy': '0.9453', 'epoch': '0.2097'}


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{'loss': '0.383', 'grad_norm': '0.2773', 'learning_rate': '0.0001789', 'entropy': '0.5864', 'num_tokens': '1.052e+06', 'mean_token_accuracy': '0.9461', 'epoch': '0.2397'}


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{'loss': '0.3758', 'grad_norm': '0.373', 'learning_rate': '0.0001726', 'entropy': '0.6258', 'num_tokens': '1.179e+06', 'mean_token_accuracy': '0.9398', 'epoch': '0.2697'}


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{'loss': '0.3681', 'grad_norm': '0.1855', 'learning_rate': '0.0001656', 'entropy': '0.6453', 'num_tokens': '1.312e+06', 'mean_token_accuracy': '0.9437', 'epoch': '0.2996'}


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{'loss': '0.384', 'grad_norm': '0.8594', 'learning_rate': '0.0001579', 'entropy': '0.6726', 'num_tokens': '1.427e+06', 'mean_token_accuracy': '0.9424', 'epoch': '0.3296'}


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{'loss': '0.4129', 'grad_norm': '0.1167', 'learning_rate': '0.0001497', 'entropy': '0.5418', 'num_tokens': '1.572e+06', 'mean_token_accuracy': '0.9376', 'epoch': '0.3596'}


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{'loss': '0.3863', 'grad_norm': '0.1245', 'learning_rate': '0.0001411', 'entropy': '0.6653', 'num_tokens': '1.69e+06', 'mean_token_accuracy': '0.9413', 'epoch': '0.3895'}


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{'loss': '0.3835', 'grad_norm': '0.3965', 'learning_rate': '0.000132', 'entropy': '0.5886', 'num_tokens': '1.819e+06', 'mean_token_accuracy': '0.943', 'epoch': '0.4195'}


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{'loss': '0.4001', 'grad_norm': '0.3047', 'learning_rate': '0.0001227', 'entropy': '0.6038', 'num_tokens': '1.949e+06', 'mean_token_accuracy': '0.9385', 'epoch': '0.4494'}


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{'loss': '0.3693', 'grad_norm': '0.1279', 'learning_rate': '0.0001131', 'entropy': '0.6436', 'num_tokens': '2.069e+06', 'mean_token_accuracy': '0.9458', 'epoch': '0.4794'}


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{'loss': '0.3638', 'grad_norm': '0.5039', 'learning_rate': '0.0001034', 'entropy': '0.634', 'num_tokens': '2.196e+06', 'mean_token_accuracy': '0.9441', 'epoch': '0.5094'}


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{'loss': '0.3669', 'grad_norm': '0.3281', 'learning_rate': '9.368e-05', 'entropy': '0.588', 'num_tokens': '2.321e+06', 'mean_token_accuracy': '0.9475', 'epoch': '0.5393'}


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{'loss': '0.3741', 'grad_norm': '0.1855', 'learning_rate': '8.402e-05', 'entropy': '0.4784', 'num_tokens': '2.465e+06', 'mean_token_accuracy': '0.9445', 'epoch': '0.5693'}


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{'loss': '0.3786', 'grad_norm': '0.6172', 'learning_rate': '7.451e-05', 'entropy': '0.4985', 'num_tokens': '2.597e+06', 'mean_token_accuracy': '0.943', 'epoch': '0.5993'}


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{'eval_loss': '0.3881', 'eval_runtime': '63.66', 'eval_samples_per_second': '0.44', 'eval_steps_per_second': '0.44', 'eval_entropy': '0.5196', 'eval_num_tokens': '2.597e+06', 'eval_mean_token_accuracy': '0.943', 'epoch': '0.5993'}


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                                               21:28:01 [INFO] HTTP Request: HEAD https://huggingface.co/Qwen/Qwen2.5-7B/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"

21:28:01 [INFO] HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/Qwen/Qwen2.5-7B/d149729398750b98c0af14eb82c78cfe92750796/config.json "HTTP/1.1 200 OK"

21:28:01 [INFO] HTTP Request: HEAD https://huggingface.co/Qwen/Qwen2.5-7B/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"

21:28:01 [INFO] HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/Qwen/Qwen2.5-7B/d149729398750b98c0af14eb82c78cfe92750796/config.json "HTTP/1.1 200 OK"



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{'loss': '0.3672', 'grad_norm': '0.167', 'learning_rate': '6.524e-05', 'entropy': '0.5421', 'num_tokens': '2.725e+06', 'mean_token_accuracy': '0.9406', 'epoch': '0.6292'}


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{'loss': '0.3699', 'grad_norm': '0.4609', 'learning_rate': '5.63e-05', 'entropy': '0.5375', 'num_tokens': '2.85e+06', 'mean_token_accuracy': '0.947', 'epoch': '0.6592'}


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{'loss': '0.376', 'grad_norm': '0.1826', 'learning_rate': '4.777e-05', 'entropy': '0.5215', 'num_tokens': '2.987e+06', 'mean_token_accuracy': '0.9421', 'epoch': '0.6891'}


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{'loss': '0.3621', 'grad_norm': '0.06396', 'learning_rate': '3.974e-05', 'entropy': '0.5074', 'num_tokens': '3.121e+06', 'mean_token_accuracy': '0.9469', 'epoch': '0.7191'}


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{'loss': '0.3708', 'grad_norm': '0.09521', 'learning_rate': '3.227e-05', 'entropy': '0.5567', 'num_tokens': '3.249e+06', 'mean_token_accuracy': '0.9424', 'epoch': '0.7491'}


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{'loss': '0.3723', 'grad_norm': '0.09277', 'learning_rate': '2.545e-05', 'entropy': '0.5431', 'num_tokens': '3.378e+06', 'mean_token_accuracy': '0.9431', 'epoch': '0.779'}


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{'loss': '0.373', 'grad_norm': '0.4297', 'learning_rate': '1.933e-05', 'entropy': '0.5932', 'num_tokens': '3.498e+06', 'mean_token_accuracy': '0.9448', 'epoch': '0.809'}


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{'loss': '0.3531', 'grad_norm': '0.4727', 'learning_rate': '1.397e-05', 'entropy': '0.5496', 'num_tokens': '3.621e+06', 'mean_token_accuracy': '0.9462', 'epoch': '0.839'}


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{'loss': '0.3758', 'grad_norm': '0.3125', 'learning_rate': '9.426e-06', 'entropy': '0.5783', 'num_tokens': '3.742e+06', 'mean_token_accuracy': '0.9431', 'epoch': '0.8689'}


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{'loss': '0.3589', 'grad_norm': '0.1221', 'learning_rate': '5.739e-06', 'entropy': '0.5001', 'num_tokens': '3.878e+06', 'mean_token_accuracy': '0.9444', 'epoch': '0.8989'}


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{'loss': '0.3513', 'grad_norm': '0.4883', 'learning_rate': '2.942e-06', 'entropy': '0.5135', 'num_tokens': '4.011e+06', 'mean_token_accuracy': '0.9434', 'epoch': '0.9288'}


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{'loss': '0.3806', 'grad_norm': '0.3184', 'learning_rate': '1.062e-06', 'entropy': '0.4994', 'num_tokens': '4.147e+06', 'mean_token_accuracy': '0.9451', 'epoch': '0.9588'}


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{'loss': '0.3831', 'grad_norm': '0.165', 'learning_rate': '1.182e-07', 'entropy': '0.5192', 'num_tokens': '4.284e+06', 'mean_token_accuracy': '0.9417', 'epoch': '0.9888'}


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{'eval_loss': '0.3855', 'eval_runtime': '63.65', 'eval_samples_per_second': '0.44', 'eval_steps_per_second': '0.44', 'eval_entropy': '0.5432', 'eval_num_tokens': '4.336e+06', 'eval_mean_token_accuracy': '0.9426', 'epoch': '1'}


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                                               22:27:43 [INFO] HTTP Request: HEAD https://huggingface.co/Qwen/Qwen2.5-7B/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"

22:27:43 [INFO] HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/Qwen/Qwen2.5-7B/d149729398750b98c0af14eb82c78cfe92750796/config.json "HTTP/1.1 200 OK"

22:27:44 [INFO] HTTP Request: HEAD https://huggingface.co/Qwen/Qwen2.5-7B/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"

22:27:44 [INFO] HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/Qwen/Qwen2.5-7B/d149729398750b98c0af14eb82c78cfe92750796/config.json "HTTP/1.1 200 OK"

{'train_runtime': '8903', 'train_samples_per_second': '0.15', 'train_steps_per_second': '0.038', 'train_loss': '0.3883', 'epoch': '1'}



                                                   



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22:27:44 [INFO] Saving to /tmp/sre-sft-7p8tsnrk

22:27:44 [INFO] HTTP Request: HEAD https://huggingface.co/Qwen/Qwen2.5-7B/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"

22:27:44 [INFO] HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/Qwen/Qwen2.5-7B/d149729398750b98c0af14eb82c78cfe92750796/config.json "HTTP/1.1 200 OK"

22:27:44 [INFO] HTTP Request: HEAD https://huggingface.co/Qwen/Qwen2.5-7B/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"

22:27:44 [INFO] HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/Qwen/Qwen2.5-7B/d149729398750b98c0af14eb82c78cfe92750796/config.json "HTTP/1.1 200 OK"

22:27:44 [INFO] Pushing to Hub: https://huggingface.co/sohambose98/sre-sft-lora

22:27:44 [INFO] HTTP Request: POST https://huggingface.co/api/repos/create "HTTP/1.1 409 Conflict"

22:27:44 [INFO] HTTP Request: POST https://huggingface.co/api/repos/create "HTTP/1.1 409 Conflict"

22:27:44 [INFO] HTTP Request: HEAD https://huggingface.co/Qwen/Qwen2.5-7B/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"

22:27:44 [INFO] HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/Qwen/Qwen2.5-7B/d149729398750b98c0af14eb82c78cfe92750796/config.json "HTTP/1.1 200 OK"

22:27:44 [INFO] HTTP Request: HEAD https://huggingface.co/Qwen/Qwen2.5-7B/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect"

22:27:44 [INFO] HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/Qwen/Qwen2.5-7B/d149729398750b98c0af14eb82c78cfe92750796/config.json "HTTP/1.1 200 OK"

22:27:44 [INFO] HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"

22:27:44 [INFO] HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK"

22:27:44 [INFO] HTTP Request: POST https://huggingface.co/api/models/sohambose98/sre-sft-lora/preupload/main "HTTP/1.1 200 OK"

22:27:44 [INFO] HTTP Request: POST https://huggingface.co/sohambose98/sre-sft-lora.git/info/lfs/objects/batch "HTTP/1.1 200 OK"

22:27:44 [INFO] HTTP Request: GET https://huggingface.co/api/models/sohambose98/sre-sft-lora/xet-write-token/main "HTTP/1.1 200 OK"


Processing Files (0 / 0)      : |          |  0.00B /  0.00B            


New Data Upload               : |          |  0.00B /  0.00B            



  ...t-7p8tsnrk/tokenizer.json: 100%|██████████| 11.4MB / 11.4MB            




  ...adapter_model.safetensors:  95%|█████████▌| 9.61MB / 10.1MB            





  ...p8tsnrk/training_args.bin:  95%|█████████▌| 5.98kB / 6.29kB            



  ...t-7p8tsnrk/tokenizer.json: 100%|██████████| 11.4MB / 11.4MB            




  ...adapter_model.safetensors:  95%|█████████▌| 9.61MB / 10.1MB            





  ...p8tsnrk/training_args.bin:  95%|█████████▌| 5.98kB / 6.29kB            



  ...t-7p8tsnrk/tokenizer.json: 100%|██████████| 11.4MB / 11.4MB            




  ...adapter_model.safetensors: 100%|██████████| 10.1MB / 10.1MB            





  ...p8tsnrk/training_args.bin: 100%|██████████| 6.29kB / 6.29kB            



  ...t-7p8tsnrk/tokenizer.json: 100%|██████████| 11.4MB / 11.4MB            




  ...adapter_model.safetensors: 100%|██████████| 10.1MB / 10.1MB            





  ...p8tsnrk/training_args.bin: 100%|██████████| 6.29kB / 6.29kB            
Processing Files (3 / 3)      : 100%|██████████| 21.5MB / 21.5MB, 2.48MB/s  


New Data Upload               : 100%|██████████| 10.1MB / 10.1MB, 2.48MB/s  


  ...t-7p8tsnrk/tokenizer.json: 100%|██████████| 11.4MB / 11.4MB            


  ...adapter_model.safetensors: 100%|██████████| 10.1MB / 10.1MB            


  ...p8tsnrk/training_args.bin: 100%|██████████| 6.29kB / 6.29kB            

22:27:45 [INFO] HTTP Request: POST https://huggingface.co/api/models/sohambose98/sre-sft-lora/commit/main "HTTP/1.1 200 OK"

22:27:45 [INFO] Pushed adapter/tokenizer to https://huggingface.co/sohambose98/sre-sft-lora

22:27:45 [INFO] Removing local --output-dir (--no-keep-local): /tmp/sre-sft-7p8tsnrk

22:27:45 [INFO] Done.