HuatuoGPT-o1 is a specialized medical language model designed for advanced medical reasoning tasks. It uses a verifier-based approach to guide the search for complex reasoning trajectories, and applies reinforcement learning with PPO using verifier-based rewards to enhance reasoning capabilities. The repository provides 7B, 8B, and 70B model variants along with training data and code.