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README.md

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 license: apache-2.0
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+# Multilingual Medicine: Model, Dataset, Benchmark, Code
+
+Covering English, Chinese, French, Hindi, Spanish, Hindi, Arabic So far
+
+
+<p align="center">
+   👨🏻‍💻<a href="https://github.com/FreedomIntelligence/Apollo" target="_blank">Github</a> •📃 <a href="" target="_blank">Paper</a> • 🌐 <a href="https://apollo.llmzoo.com/" target="_blank">Demo</a> • 🤗 <a href="https://huggingface.co/datasets/FreedomIntelligence/ApolloCorpus" target="_blank">ApolloCorpus</a> • 🤗 <a href="https://huggingface.co/datasets/FreedomIntelligence/XMedbench" target="_blank">XMedBench</a> 
+   <br>  <a href="./README_zh.md"> 中文 </a> | <a href="./README.md"> English
+</p>
+
+![Apollo](assets/apollo_medium_final.png)
+
+## 🌈 Update
+
+* **[2024.02.12]** <a href="https://huggingface.co/datasets/FreedomIntelligence/ApolloCorpus" target="_blank">ApolloCorpus</a> and  <a href="https://huggingface.co/datasets/FreedomIntelligence/XMedbench" target="_blank">XMedBench</a>  is published！🎉
+* **[2024.01.23]** Apollo repo is published！🎉
+
+
+## Results
+   <a href="https://huggingface.co/FreedomIntelligence/Apollo-0.5B" target="_blank">Apollo-0.5B</a> • 🤗 <a href="https://huggingface.co/FreedomIntelligence/Apollo-1.8B" target="_blank">Apollo-1.8B</a> • 🤗 <a href="https://huggingface.co/FreedomIntelligence/Apollo-2B" target="_blank">Apollo-2B</a>  • 🤗 <a href="https://huggingface.co/FreedomIntelligence/Apollo-6B" target="_blank">Apollo-6B</a> • 🤗 <a href="https://huggingface.co/FreedomIntelligence/Apollo-7B" target="_blank">Apollo-7B</a>
+   
+   
+   ![Apollo](assets/result.png)
+      
+   
+  
+
+
+## Dataset & Evaluation
+
+- Dataset
+  🤗 <a href="https://huggingface.co/datasets/FreedomIntelligence/ApolloCorpus" target="_blank">ApolloCorpus</a> 
+
+- Evaluation
+  🤗 <a href="https://huggingface.co/datasets/FreedomIntelligence/XMedbench" target="_blank">XMedBench</a> 
+
+
+## Results reproduction
+   <details><summary>Click to expand</summary>
+   
+   **Waiting for Update**
+      
+
+   
+   </details>
+
+
+
+
+##  Citation
+Please use the following citation if you intend to use our dataset for training or evaluation:
+
+```
+@misc{wang2024apollo,
+   title={Apollo: Lightweight Multilingual Medical LLMs towards Democratizing Medical AI to 6B People},
+   author={Xidong Wang and Nuo Chen and Junyin Chen and Yan Hu and Yidong Wang and Xiangbo Wu and Anningzhe Gao and Xiang Wan and Haizhou Li and Benyou Wang},
+   year={2024},
+   eprint={2403.03640},
+   archivePrefix={arXiv},
+   primaryClass={cs.CL}
+}
+@misc{Apollo,
+  title={Apollo, Multilingual Medicine: Model, Dataset, Benchmark, Code},
+  author={Xidong Wang, Junyin Chen, Nuo Chen, Yidong Wang, Zhiyi Zhang, Benyou Wang},
+  year = {2024},
+  publisher = {GitHub},
+  journal = {GitHub repository},
+  howpublished = {\url{https://github.com/FreedomIntelligence/Apollo}},
+}
+```