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distillation/configs/kd_black_box_local.json

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{
"job_type": "kd_black_box_local",
"dataset": {
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"instruction_path": "data/alpaca_en_demo.json",
"labeled_path": "data/alpaca_en_demo_labeled.json",
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"template" : "./chat_template/chat_template_kd.jinja",
"seed": 42
},
"inference":{
"enable_chunked_prefill": true,
"seed": 777,
"gpu_memory_utilization": 0.9,
"temperature": 0.8,
"trust_remote_code": true,
"enforce_eager": false,
"max_model_len": 4096,
"max_new_tokens": 512
},
"models": {
"teacher": "teacher/Qwen/Qwen2.5-7B-Instruct/",
"student": "student/Qwen/Qwen2.5-0.5B-Instruct/"
},
"training": {
"output_dir": "./result/",
"num_train_epochs": 3,
"per_device_train_batch_size": 1,
"gradient_accumulation_steps": 8,
"max_length":512,
"save_steps": 1000,
"logging_steps": 1,
"learning_rate": 2e-5,
"weight_decay": 0.05,
"warmup_ratio": 0.1,
"lr_scheduler_type": "cosine"
}
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}