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@@ -117,16 +117,15 @@ For more details, please refer to the [LICENSE](https://huggingface.co/BiMediX/B
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  If you use BiMediX in your research, please cite our work as follows:
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  ```bibtex
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- @article{yourModel2024,
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- title={BiMediX: Bilingual Medical Mixture of Experts LLM},
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- author={Your Name and Collaborators},
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- journal={Journal of AI Research},
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- year={2024},
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- volume={xx},
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- number={xx},
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- pages={xx-xx},
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- doi={xx.xxxx/xxxxxx}
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- }
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  ```
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  Visit our [GitHub](https://github.com/mbzuai-oryx/BiMediX) for more information and resources.
 
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  If you use BiMediX in your research, please cite our work as follows:
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  ```bibtex
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+ @misc{pieri2024bimedix,
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+ title={BiMediX: Bilingual Medical Mixture of Experts LLM},
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+ author={Sara Pieri and Sahal Shaji Mullappilly and Fahad Shahbaz Khan and Rao Muhammad Anwer and Salman Khan and Timothy Baldwin and Hisham Cholakkal},
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+ year={2024},
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+ eprint={2402.13253},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.CL}
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+ }
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+
 
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  ```
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  Visit our [GitHub](https://github.com/mbzuai-oryx/BiMediX) for more information and resources.