FreedomIntelligence/HuatuoGPT-o1-7B

TEXT GENERATIONConcurrency Cost:1Model Size:7.6BQuant:FP8Ctx Length:32kPublished:Dec 26, 2024License:apache-2.0Architecture:Transformer0.1K Open Weights Cold

FreedomIntelligence/HuatuoGPT-o1-7B is a 7.6 billion parameter medical Large Language Model (LLM) built on the Qwen2.5-7B architecture. Developed by FreedomIntelligence, this model is designed for advanced medical reasoning, supporting both English and Chinese. Its primary differentiator is a unique 'thinks-before-it-answers' approach, generating a detailed reasoning process before providing a final medical response.

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HuatuoGPT-o1-7B: Advanced Medical Reasoning LLM

HuatuoGPT-o1-7B, developed by FreedomIntelligence, is a 7.6 billion parameter medical Large Language Model (LLM) based on the Qwen2.5-7B architecture. It is specifically engineered for advanced medical reasoning and supports both English and Chinese languages.

Key Capabilities

  • Complex Medical Reasoning: The model employs a distinctive "thinks-before-it-answers" methodology. It first generates a detailed internal reasoning process, reflecting and refining its thoughts, before formulating a final response.
  • Structured Output: Responses are formatted to clearly separate the internal reasoning process from the final answer, enhancing transparency and interpretability of its medical advice.
  • Multilingual Support: Capable of processing and generating medical information in both English and Chinese.

Usage and Integration

This model can be utilized similarly to Qwen2.5-7B-Instruct and is compatible with deployment tools like vllm and Sglang. For more technical details and the underlying research, refer to the GitHub repository and the associated research paper.