2026-07-18 22:17:35 - __main__ - INFO - 
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2026-07-18 22:17:35 - __main__ - INFO -   🚀 Full Parameter boolq Fine-tuning (SN-Tuned Model)
2026-07-18 22:17:35 - __main__ - INFO - ======================================================================

2026-07-18 22:17:35 - __main__ - INFO - Log file: /NHNHOME/26msit001_A/BASE/edge_ai_lab/jongbokwon/minseong_results/checkpoints/llama-2-7b-chat-hf/baselines/safeinstr/ratio_0_1/boolq/logs/finetune_boolq_20260718_221735.log
2026-07-18 22:17:35 - __main__ - INFO - ⚙️  Configuration:
2026-07-18 22:17:35 - __main__ - INFO -    ├─ SN-Tuned model: /NHNHOME/26msit001_A/BASE/edge_ai_lab/jongbokwon/warp-safety/outputs/chat_ssft/llama2_7b_chat_circuit_breakers
2026-07-18 22:17:35 - __main__ - INFO -    ├─ Downstream task: boolq
2026-07-18 22:17:35 - __main__ - INFO -    ├─ Input formatting: chat template
2026-07-18 22:17:35 - __main__ - INFO -    ├─ Training samples: 0
2026-07-18 22:17:35 - __main__ - INFO -    ├─ Batch size: 4
2026-07-18 22:17:35 - __main__ - INFO -    ├─ Gradient accumulation: 4
2026-07-18 22:17:35 - __main__ - INFO -    ├─ Epochs: 3
2026-07-18 22:17:35 - __main__ - INFO -    ├─ Learning rate: 5e-05
2026-07-18 22:17:35 - __main__ - INFO -    ├─ Weight decay: 0.01
2026-07-18 22:17:35 - __main__ - INFO -    ├─ Optimizer: AdamW (torch)
2026-07-18 22:17:35 - __main__ - INFO -    ├─ Warmup ratio: 0.1
2026-07-18 22:17:35 - __main__ - INFO -    ├─ Max length: 1024
2026-07-18 22:17:35 - __main__ - INFO -    ├─ Dtype: bf16
2026-07-18 22:17:35 - __main__ - INFO -    └─ Output dir: /NHNHOME/26msit001_A/BASE/edge_ai_lab/jongbokwon/minseong_results/checkpoints/llama-2-7b-chat-hf/baselines/safeinstr/ratio_0_1/boolq

2026-07-18 22:17:35 - __main__ - INFO - 
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2026-07-18 22:17:35 - __main__ - INFO -   [1/4] Loading Tokenizer
2026-07-18 22:17:35 - __main__ - INFO - ======================================================================

2026-07-18 22:17:35 - __main__ - INFO - Attempting to load tokenizer (local files only)...
2026-07-18 22:17:35 - __main__ - INFO - ✓ Tokenizer loaded from local files
2026-07-18 22:17:35 - __main__ - INFO - ✅ Tokenizer loaded successfully
2026-07-18 22:17:35 - __main__ - INFO -    ├─ Tokenizer type: LlamaTokenizer
2026-07-18 22:17:35 - __main__ - INFO -    ├─ Vocab size: 32000
2026-07-18 22:17:35 - __main__ - INFO -    └─ Pad token: </s>
2026-07-18 22:17:35 - __main__ - INFO - 
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2026-07-18 22:17:35 - __main__ - INFO -   [2/4] Loading Model (bf16)
2026-07-18 22:17:35 - __main__ - INFO - ======================================================================

2026-07-18 22:17:35 - __main__ - INFO - Attempting to load model (local files only)...
2026-07-18 22:17:42 - __main__ - INFO - ✓ Model loaded from local files
2026-07-18 22:17:42 - __main__ - INFO - ✅ Model loaded successfully
2026-07-18 22:17:42 - __main__ - INFO -    ├─ Model size: 6.74B parameters
2026-07-18 22:17:42 - __main__ - INFO -    ├─ Trainable: 6.74B (100.00%)
2026-07-18 22:17:42 - __main__ - INFO -    ├─ Dtype: torch.bfloat16
2026-07-18 22:17:42 - __main__ - INFO -    └─ Gradient checkpointing: Disabled
2026-07-18 22:17:42 - __main__ - INFO - 
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2026-07-18 22:17:42 - __main__ - INFO -   [3/4] Loading boolq Dataset
2026-07-18 22:17:42 - __main__ - INFO - ======================================================================

2026-07-18 22:17:42 - __main__ - INFO - ✅ Datasets loaded
2026-07-18 22:17:42 - __main__ - INFO -    ├─ Train: 9427 samples
2026-07-18 22:17:42 - __main__ - INFO - 
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2026-07-18 22:17:42 - __main__ - INFO -   [3.5/4] Preprocessing Data
2026-07-18 22:17:42 - __main__ - INFO - ======================================================================

2026-07-18 22:17:44 - __main__ - INFO - ✅ Safety data mixed: 942 samples (ratio=0.1)
2026-07-18 22:17:44 - __main__ - INFO -    Total training samples: 10369 (boolq 9427 + Safety 942)
2026-07-18 22:17:44 - __main__ - INFO - 
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2026-07-18 22:17:44 - __main__ - INFO -   [4/4] Training with Trainer + AdamW
2026-07-18 22:17:44 - __main__ - INFO - ======================================================================

2026-07-18 22:17:44 - __main__ - INFO - Starting training...
2026-07-18 22:26:07 - __main__ - INFO - 
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2026-07-18 22:26:07 - __main__ - INFO -   Saving Fine-tuned Model
2026-07-18 22:26:07 - __main__ - INFO - ======================================================================

2026-07-18 22:26:19 - __main__ - INFO - ✅ Fine-tuned model saved successfully to /NHNHOME/26msit001_A/BASE/edge_ai_lab/jongbokwon/minseong_results/checkpoints/llama-2-7b-chat-hf/baselines/safeinstr/ratio_0_1/boolq
2026-07-18 22:26:19 - __main__ - INFO - ✅ Config saved to: /NHNHOME/26msit001_A/BASE/edge_ai_lab/jongbokwon/minseong_results/checkpoints/llama-2-7b-chat-hf/baselines/safeinstr/ratio_0_1/boolq/finetune_config.json
2026-07-18 22:26:19 - __main__ - INFO - 
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2026-07-18 22:26:19 - __main__ - INFO -   ✅ Fine-tuning Complete!
2026-07-18 22:26:19 - __main__ - INFO - ======================================================================