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LZHgrla avatar LZHgrla commented on June 3, 2024 1
model = dict(
    type=SupervisedFinetune,
    llm=dict(
        type=AutoModelForCausalLM.from_pretrained,
        pretrained_model_name_or_path=pretrained_model_name_or_path,
        trust_remote_code=True,
        torch_dtype=torch.float16,
        quantization_config=dict(
            type=BitsAndBytesConfig,
            load_in_4bit=True,
            load_in_8bit=False,
            llm_int8_threshold=6.0,
            llm_int8_has_fp16_weight=False,
            bnb_4bit_compute_dtype=torch.float16,
            bnb_4bit_use_double_quant=True,
            bnb_4bit_quant_type='nf4')
        ),
    # lora=dict(
    #     type=LoraConfig,
    #     r=64,
    #     lora_alpha=16,
    #     lora_dropout=0.1,
    #     bias='none',
    #     task_type='CAUSAL_LM')
    )

全参数训练,在进行后续模型转换时,不要加入 quantization_config,不然会导致模型不匹配

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LumenScope avatar LumenScope commented on June 3, 2024 1
model = dict(
    type=SupervisedFinetune,
    llm=dict(
        type=AutoModelForCausalLM.from_pretrained,
        pretrained_model_name_or_path=pretrained_model_name_or_path,
        trust_remote_code=True,
        torch_dtype=torch.float16,
        quantization_config=dict(
            type=BitsAndBytesConfig,
            load_in_4bit=True,
            load_in_8bit=False,
            llm_int8_threshold=6.0,
            llm_int8_has_fp16_weight=False,
            bnb_4bit_compute_dtype=torch.float16,
            bnb_4bit_use_double_quant=True,
            bnb_4bit_quant_type='nf4')
        ),
    # lora=dict(
    #     type=LoraConfig,
    #     r=64,
    #     lora_alpha=16,
    #     lora_dropout=0.1,
    #     bias='none',
    #     task_type='CAUSAL_LM')
    )

全参数训练,在进行后续模型转换时,不要加入 quantization_config,不然会导致模型不匹配

收到!!!大佬您终于来了哈哈哈哈哈哈

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