Medical o1 Reasoning SFT dataset was released by the Chinese University of Hong Kong and Shenzhen Big Data Research Institute in 2024. The related paper results are "HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs". This dataset is designed for fine-tuning the HuatuoGPT-o1 medical language model to improve its performance in complex medical reasoning tasks. The construction of the dataset relies on GPT-4o, which ensures the accuracy and reliability of the data by searching for verifiable medical questions and verifying the answers using a medical verifier.

Citation

@misc{chen2024huatuogpto1medicalcomplexreasoning, title={HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs}, author={Junying Chen and Zhenyang Cai and Ke Ji and Xidong Wang and Wanlong Liu and Rongsheng Wang and Jianye Hou and Benyou Wang}, year={2024}, eprint={2412.18925}, archivePrefix={arXiv}, primaryClass={cs.CL}, url={https://arxiv.org/abs/2412.18925}, }