medical-r1-distill-data

## Introduction
This dataset is an SFT dataset distilled from **Deepseek-R1 (Full Power Version)**, based on [medical verifiable problems](https://huggingface.co/datasets/FreedomIntelligence/medical-o1-verifiable-problem) from HuatuoGPT-o1.

The **Chinese version** of the dataset is available at [FreedomIntelligence/Medical-R1-Distill-Data-Chinese](https://huggingface.co/datasets/FreedomIntelligence/Medical-R1-Distill-Data-Chinese).

The distillation originates from the native Deepseek-R1 API requests. We hope this distilled dataset can help initialize your models with the reasoning chain from R1. You can also use our previously built medical verified long reasoning chains based on GPT-4o on [medical-o1-reasoning-SFT](https://huggingface.co/datasets/FreedomIntelligence/medical-o1-reasoning-SFT).

For details, see our [paper](https://arxiv.org/pdf/2412.18925) and [GitHub repository](https://github.com/FreedomIntelligence/HuatuoGPT-o1).

## Citation

If you find our data useful, please consider citing our work!
```
@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},
}
```

## 简介
本数据集是从**Deepseek-R1（全功能版）**中蒸馏得到的**监督微调（Supervised Fine-Tuning，SFT）**数据集，其数据基础源自HuatuoGPT-o1的[医疗可验证问题](https://huggingface.co/datasets/FreedomIntelligence/medical-o1-verifiable-problem)。

本数据集的**中文版本**可通过[FreedomIntelligence/Medical-R1-Distill-Data-Chinese](https://huggingface.co/datasets/FreedomIntelligence/Medical-R1-Distill-Data-Chinese)获取。

本次蒸馏基于原生Deepseek-R1 API请求构建。我们期望该蒸馏数据集能够助力开发者基于R1的推理链条初始化模型。此外，您也可使用我们此前基于GPT-4o构建的医疗验证长推理链数据集[medical-o1-reasoning-SFT](https://huggingface.co/datasets/FreedomIntelligence/medical-o1-reasoning-SFT)。

如需了解更多细节，请参阅我们的[论文](https://arxiv.org/pdf/2412.18925)与[GitHub仓库](https://github.com/FreedomIntelligence/HuatuoGPT-o1)。

## 引用
若您认为本数据集对您的研究有所助益，请考虑引用我们的工作！

@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},
}

搜集汇总

背景与挑战

背景概述

该数据集是一个基于HuatuoGPT-o1医疗可验证问题的SFT数据集，通过蒸馏Deepseek-R1（完整版）的API请求构建而成，旨在帮助模型初始化以获取推理链能力。