Update README.md

README.md

@@ -29,4 +29,78 @@ configs:
     path: data/test-*
   - split: train
     path: data/train-*
+license: cc
+task_categories:
+- image-text-to-text
+language:
+- en
+tags:
+- medical
+- biology
+size_categories:
+- 10K<n<100K
 ---
+
+# MediX-R1: Open-Ended Medical Reinforcement Learning
+
+<p align="center">
+    <img src="https://huggingface.co/MBZUAI/MediX-R1-30B/resolve/main/assets/logo_white_no_bg.png" alt="MediX-R1" width="200">
+</p>
+
+<p align="center">
+    <img src="https://i.imgur.com/waxVImv.png" alt="MediX-R1">
+</p>
+
+#### **Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI), UAE**
+
+[![Website](https://img.shields.io/badge/Project-Website-87CEEB)](https://medix.cvmbzuai.com)
+[![Paper](https://img.shields.io/badge/arXiv-Paper-red.svg)](https://arxiv.org/pdf/2602.23363)
+[![HuggingFace](https://img.shields.io/badge/HuggingFace-Page-F9D371)](https://huggingface.co/collections/MBZUAI/medix-r1)
+[![Leaderboard](https://img.shields.io/badge/MediX-Leaderboard-green)](https://medix.cvmbzuai.com/leaderboard)
+
+---
+
+## Model Zoo
+
+| Model | HuggingFace |
+|-------|-------------|
+| MediX-R1-2B | [MBZUAI/MediX-R1-2B](https://huggingface.co/MBZUAI/MediX-R1-2B) |
+| MediX-R1-8B | [MBZUAI/MediX-R1-8B](https://huggingface.co/MBZUAI/MediX-R1-8B) |
+| MediX-R1-30B | [MBZUAI/MediX-R1-30B](https://huggingface.co/MBZUAI/MediX-R1-30B) |
+
+---
+
+## Citation
+
+If you use MediX-R1 in your research, please cite our work as follows:
+
+```bibtex
+@misc{mullappilly2026medixr1openendedmedical,
+      title={MediX-R1: Open Ended Medical Reinforcement Learning}, 
+      author={Sahal Shaji Mullappilly and Mohammed Irfan Kurpath and Omair Mohamed and Mohamed Zidan and Fahad Khan and Salman Khan and Rao Anwer and Hisham Cholakkal},
+      year={2026},
+      eprint={2602.23363},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2602.23363}, 
+}
+```
+
+---
+
+## License
+
+This project is released for **research purposes only** under [*CC-BY-NC-SA 4.0*](https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode.en) License. It is not intended for clinical or commercial use.
+
+Users are urged to employ MediX-R1 responsibly, especially when applying its outputs in real-world medical scenarios. It is imperative to verify the model's advice with qualified healthcare professionals and not rely on it for medical diagnoses or treatment decisions.
+
+---
+
+## Acknowledgements
+
+We are thankful to [EasyR1](https://github.com/hiyouga/EasyR1) (a fork of [veRL](https://github.com/volcengine/verl)) for their open-source RL training framework.
+
+This work was partially supported with  *NVIDIA Academic Grant 2025* and *MBZUAI-IITD* Research Collaboration Seed Grant. 
+
+We are grateful to [MBZUAI](https://mbzuai.ac.ae/) for compute and support.
+