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如何安装和使用Qwen3-8B-BitNet进行文本生成?

2025-08-23 381

使用Qwen3-8B-BitNet需要经过以下步骤:

  1. environmental preparation:安装Python 3.8+并创建虚拟环境(推荐)
  2. Dependent Installation:通过pip安装transformers和torch库(GPU用户需安装CUDA版PyTorch)
  3. Model loading:使用AutoModelForCausalLM和AutoTokenizer从Hugging Face加载模型

典型的使用代码示例:

from transformers import AutoModelForCausalLM, AutoTokenizer
model_name = "codys12/Qwen3-8B-BitNet"
tokenizer = AutoTokenizer.from_pretrained(model_name)
model = AutoModelForCausalLM.from_pretrained(model_name, 
    torch_dtype="auto", 
    device_map="auto")

生成文本时,可通过apply_chat_template方法设置enable_thinking参数来切换思考模式。

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