{ "user": "users777779", "timestamp": "20251125_103313", "output_dir": "./output/Qwen2_NER_StandardLoRA_Clean_20251125_103313", "model": "qwen/Qwen2-1.5B-Instruct", "task": "Named Entity Recognition (NER)", "strategy": "Standard LoRA (Two-Stage Fixed)", "dataset": "qgyd2021/chinese_ner_sft", "stage1_noisy_training": { "start_time_utc": "2025-11-25 10:33:47", "end_time_utc": "2025-11-25 11:43:45", "dataset_file": "ccf_train_processed_clean.jsonl", "dataset_size": 12579, "noise_ratio": 0.0, "seed": 42, "noise_stats": "No noise applied", "model_save_path": "./output/Qwen2_NER_StandardLoRA_Clean_20251125_103313/stage1_noisy_model", "learning_rate": 0.0001, "epochs": 2 }, "stage2_meta_training": { "start_time_utc": "2025-11-25 11:43:52", "end_time_utc": "2025-11-25 11:45:03", "dataset_file": "ccf_meta_processed.jsonl", "dataset_size": 393, "noise_ratio": 0.0, "model_save_path": "./output/Qwen2_NER_StandardLoRA_Clean_20251125_103313/stage2_meta_model", "learning_rate": 1.0000000000000002e-06, "lr_ratio": 0.01, "epochs": 1, "training_mode": "继续训练(未重新加载模型)", "overwrite_check": { "total_params": 392, "minor_change": 391, "moderate_change": 1, "major_change": 0 } }, "training_args": { "batch_size": 2, "gradient_accumulation_steps": 8, "effective_batch_size": 16 }, "lora_config": { "r": 8, "lora_alpha": 32, "lora_dropout": 0.1, "target_modules": [ "up_proj", "gate_proj", "q_proj", "down_proj", "o_proj", "k_proj", "v_proj" ] } }