| { | |
| "training_metadata": { | |
| "timestamp": "20251021_084709", | |
| "training_date": "2025-10-21", | |
| "training_time": "15:45:44", | |
| "final_epoch": 5.0, | |
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| "status": "completed" | |
| }, | |
| "model_config": { | |
| "base_model": "Kwaipilot/KAT-Dev", | |
| "model_type": "causal_lm", | |
| "architecture": "Qwen2ForCausalLM" | |
| }, | |
| "lora_config": { | |
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| "lora_alpha": 128, | |
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| "target_modules": [ | |
| "q_proj", | |
| "k_proj", | |
| "v_proj", | |
| "o_proj", | |
| "gate_proj", | |
| "up_proj", | |
| "down_proj" | |
| ] | |
| }, | |
| "training_config": { | |
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| "per_device_eval_batch_size": 2, | |
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| "effective_batch_size": 32, | |
| "learning_rate": 5e-05, | |
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| "optim": "adamw_torch", | |
| "logging_steps": 10, | |
| "save_steps": 50, | |
| "eval_steps": 25 | |
| }, | |
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| "max_seq_length": 8192, | |
| "sample_packing": false | |
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| "hardware_config": { | |
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| "gpu_model": "NVIDIA H200", | |
| "distributed_strategy": "DeepSpeed ZeRO-2", | |
| "flash_attention": "2.8.3" | |
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| "python": "3.12.3" | |
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| "sample_packing": false, | |
| "deepspeed_zero2": true, | |
| "distributed_training": true | |
| } | |
| } |