FreedomIntelligence/HuatuoGPT-o1

Health v2 · maintenance only

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Adoption not part of the score

1349 stars · 131 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

HuatuoGPT-o1 is a medical large language model project for complex medical reasoning, with open-sourced models (7B-72B), fine-tuning data, and training code. It uses a verifier-guided search and PPO reinforcement learning to improve reasoning quality.

Use cases

• medical question answering with step-by-step reasoning
• fine-tune an LLM for complex medical reasoning
• train a medical LLM with reinforcement learning and verifier rewards
• deploy a medical chat model locally with vllm
• get a medical reasoning dataset for SFT
• build a healthcare AI assistant that checks its own reasoning

When to choose

• you need an open medical LLM with strong chain-of-thought reasoning in English or Chinese
• you want to reproduce or extend verifier-based RL training for domain reasoning
• you need open weights and training data for medical AI research

When to avoid

• you need a clinically validated, certified medical device for patient care
• you need multilingual support beyond English and Chinese
• you want a hosted API without running your own GPU inference

Facets

library · maturity active

llm-training machine-learning llm-inference healthcare large-language-models deep-learning python medical-llm reasoning reinforcement-learning ppo verifier fine-tuning open-weights natural-language-processing gpu linux

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