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- 2026-05-20 08:21:02 | INFO | peft-platform | Model loading complete, returning from load_model()
- 2026-05-20 08:21:02 | INFO | peft-platform | Job 5257af1e-729c-4919-9941-a9b0a305e15e: Model loaded, building PEFT config
- 2026-05-20 08:21:02 | INFO | peft-platform | Job 5257af1e-729c-4919-9941-a9b0a305e15e: PEFT config built, starting training...
- INFO: 172.20.0.4:52064 - "GET /api/v1/models/ HTTP/1.0" 200 OK
- 2026-05-20 08:21:02 | INFO | peft-platform | Job 5257af1e-729c-4919-9941-a9b0a305e15e: Calling engine.train()...
- 2026-05-20 08:21:03 | INFO | peft-platform | Training args: task_type=sft, epochs=3, batch_size=4, gradient_accumulation=4, lr=0.0002, max_seq_length=2048, warmup_ratio=0.05, save_strategy=epoch, deepspeed=disabled
- 2026-05-20 08:21:03 | INFO | peft-platform | Loading dataset from: /home/ubuntu/Fine-tuning/backend/data/processed/5257af1e-729c-4919-9941-a9b0a305e15e_processed.jsonl
- Map: 100%|██████████| 60/60 [00:00<00:00, 2064.68 examples/s]
- 2026-05-20 08:21:08 | INFO | peft-platform | Dataset tokenized: 60 samples
- /usr/local/lib/python3.10/site-packages/peft/tuners/tuners_utils.py:1348: UserWarning: Model has `tie_word_embeddings=True` and a tied layer is part of the adapter, but `ensure_weight_tying` is not set to True. This can lead to complications, for example when merging the adapter or converting your model to formats other than safetensors. Check the discussion here: https://github.com/huggingface/peft/issues/2777
- warnings.warn(msg)
- 2026-05-20 08:21:11 | INFO | peft-platform | PEFT model created, trainable parameters:
- 2026-05-20 08:21:11 | INFO | peft-platform | Adapter output directory: /home/ubuntu/Fine-tuning/backend/data/adapters/5257af1e-729c-4919-9941-a9b0a305e15e
- [transformers] warmup_ratio is deprecated and will be removed in v5.2. Use `warmup_steps` instead.
- 2026-05-20 08:21:12 | INFO | peft-platform | Trainer created, starting trainer.train()...
- trainable params: 5,593,088 || all params: 469,580,800 || trainable%: 1.1911
- 0%| | 0/12 [00:00<?, ?it/s]2026-05-20 08:21:13 | ERROR | peft-platform | Training failed for job 5257af1e-729c-4919-9941-a9b0a305e15e: '_ProgressCallback' object has no attribute 'on_substep_end'
- 2026-05-20 08:21:13 | ERROR | peft-platform | Job 5257af1e-729c-4919-9941-a9b0a305e15e failed: '_ProgressCallback' object has no attribute 'on_substep_end'
- INFO: 127.0.0.1:57848 - "GET /health HTTP/1.1" 200 OK
- INFO: 172.20.0.4:52084 - "GET /api/v1/training/jobs HTTP/1.0" 200 OK
- 0%| | 0/12 [00:00<?, ?it/s]
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