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63 lines
2.0 KiB
JSON
63 lines
2.0 KiB
JSON
{
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"train_pt_args": {
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"stage": "pt",
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"dataset": "wechat-pt",
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"dataset_dir": "./data/res_csv/pt",
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"lora_target": "query_key_value",
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"lora_rank": 2,
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"lora_dropout": 0.1,
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"output_dir": "model_output",
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"overwrite_cache": true,
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"per_device_train_batch_size": 1,
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"gradient_accumulation_steps": 1,
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"lr_scheduler_type": "cosine",
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"logging_steps": 10,
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"save_steps": 1000,
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"learning_rate": 0.001,
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"num_train_epochs": 30,
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"plot_loss": true,
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"fp16": true
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},
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"train_sft_args": {
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"stage": "sft",
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"dataset": "wechat-sft",
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"dataset_dir": "./data/res_csv/sft",
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"lora_target": "query_key_value",
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"lora_rank": 4,
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"lora_dropout": 0.5,
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"overwrite_cache": true,
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"per_device_train_batch_size": 4,
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"gradient_accumulation_steps": 8,
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"lr_scheduler_type": "cosine",
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"logging_steps": 10,
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"save_steps": 150,
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"learning_rate": 0.0001,
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"num_train_epochs": 3,
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"plot_loss": true,
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"fp16": true
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},
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"infer_args": {
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"repetition_penalty": 1.2,
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"temperature": 0.5,
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"max_length": 50,
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"top_p": 0.65
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},
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"make_dataset_args": {
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// "enable_vision_model": false,//后续实现
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// "include_type": [
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// "文本"
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// ],
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"single_combine_strategy": "time_window", // 单人组成单句策略
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"qa_match_strategy": "time_window", // 组成qa策略
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"single_combine_time_window": 2, // 单人组成单句时间窗口（分钟）,
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"qa_match_time_window": 5, // 组成qa时间窗口（分钟）,
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"prompt_with_history": false // 是否在prompt中包含历史对话
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},
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"common_args": {
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"model_name_or_path": "./chatglm3-6b",
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"adapter_name_or_path": "./model_output", //同时做为train_sft_args的output_dir
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"template": "chatglm3-weclone",
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"finetuning_type": "lora",
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"trust_remote_code": true
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}
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} |