Baichuan-M1-14B is an open-source large language model developed by Baichuan Intelligent, optimized for medical scenarios. It is trained on high-quality medical and general data comprising 200 trillion tokens, covering over 20 medical departments, showcasing strong contextual understanding and long-sequence task performance. The model excels in healthcare applications and achieves state-of-the-art performance in general tasks for models of similar sizes. Its innovative model architecture and training approach enable outstanding performance in complex tasks such as medical reasoning and diagnosis, providing robust support for AI applications in healthcare.

HuatuoGPT-o1-8B is a large language model (LLM) specifically designed for advanced medical reasoning. Before providing a final response, it generates a complex thinking process that reflects and refines its reasoning. Built on the LLaMA-3.1-8B framework, it supports English language input and employs a 'thinks-before-it-answers' approach, producing outputs that include both the reasoning process and final response. This model is significant in the medical field as it can address complex medical issues and provide well-considered answers, critical for enhancing the quality and efficiency of medical decision-making.

HuatuoGPT-o1 is a large language model specifically designed for complex reasoning in healthcare. It can identify errors, explore alternative strategies, and refine answers. The model advances complex reasoning by utilizing verifiable medical questions and specialized medical validators. Key advantages of HuatuoGPT-o1 include guiding the search for complex reasoning trajectories using validators to fine-tune large language models and employing reinforcement learning (PPO) based on validator rewards to further enhance complex reasoning capabilities. The open-source model, data, and code of HuatuoGPT-o1 provide significant value in medical education and research.

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