Apollo: An Lightweight Multilingual Medical LLM towards Democratizing Medical AI to 6B People

1 code implementation • 6 Mar 2024 • Xidong Wang, Nuo Chen, Junyin Chen, Yan Hu, Yidong Wang, Xiangbo Wu, Anningzhe Gao, Xiang Wan, Haizhou Li, Benyou Wang

Despite the vast repository of global medical knowledge predominantly being in English, local languages are crucial for delivering tailored healthcare services, particularly in areas with limited medical resources.

MLLM-Bench, Evaluating Multi-modal LLMs using GPT-4V

1 code implementation • 23 Nov 2023 • Wentao Ge, Shunian Chen, Guiming Chen, Junying Chen, Zhihong Chen, Shuo Yan, Chenghao Zhu, Ziyue Lin, Wenya Xie, Xidong Wang, Anningzhe Gao, Zhiyi Zhang, Jianquan Li, Xiang Wan, Benyou Wang

In the pursuit of Artificial General Intelligence (AGI), the integration of vision in language models has marked a significant milestone.

OVM, Outcome-supervised Value Models for Planning in Mathematical Reasoning

1 code implementation • 16 Nov 2023 • Fei Yu, Anningzhe Gao, Benyou Wang

These findings offer a novel perspective on the role of outcome supervision in training value models for multi-step reasoning tasks and provide theoretical justification for its advantage in value estimation for guided decoding.

Arithmetic Reasoning GSM8K +1

HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs

1 code implementation • 16 Nov 2023 • Junying Chen, Xidong Wang, Anningzhe Gao, Feng Jiang, Shunian Chen, Hongbo Zhang, Dingjie Song, Wenya Xie, Chuyi Kong, Jianquan Li, Xiang Wan, Haizhou Li, Benyou Wang

We validate the new protocol in the domains where proprietary LLMs like ChatGPT perform relatively poorly, such as Traditional Chinese Medicine.

Domain Adaptation Language Modelling