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如何安装部署Light-R1模型进行数学推理?

2025-08-30 1.1 K

Light-R1的部署流程主要分为以下步骤:

1. Environmental preparation

系统要求Python 3.8+环境,推荐使用GPU设备(如H800)并配置CUDA支持。

2. 获取模型

  • Cloning GitHub repositories:git clone https://github.com/Qihoo360/Light-R1.git
  • 下载Hugging Face模型权重(32B版本):从获取

3. 安装推理框架

推荐使用vLLM框架:

  • Install the dependencies:pip install vllm
  • 启动API服务:python -m vllm.entrypoints.api_server --model path/to/Light-R1-32B

4. 发送推理请求

通过HTTP接口调用模型(本地端口通常为8000):

curl http://localhost:8000/v1/completions 
-H "Content-Type: application/json" 
-d '{"model": "Light-R1-32B", "prompt": "<think>Solve 2x + 3 = 7</think>", "max_tokens": 200}'

注意必须包含标签触发长链推理,复杂问题建议设置更大的max_tokens值(如500)

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