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HuaTuo: Tuning LLaMA Model with Chinese Medical Knowledge

14 April 2023
Hao Wang
Chi-Liang Liu
Nuwa Xi
Zewen Qiang
Sendong Zhao
Bing Qin
Ting Liu
    LM&MA
    ALM
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Abstract

Large Language Models (LLMs), such as the LLaMA model, have demonstrated their effectiveness in various general-domain natural language processing (NLP) tasks. Nevertheless, LLMs have not yet performed optimally in biomedical domain tasks due to the need for medical expertise in the responses. In response to this challenge, we propose HuaTuo, a LLaMA-based model that has been supervised-fine-tuned with generated QA (Question-Answer) instances. The experimental results demonstrate that HuaTuo generates responses that possess more reliable medical knowledge. Our proposed HuaTuo model is accessible at https://github.com/SCIR-HI/Huatuo-Llama-Med-Chinese.

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