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README.md

@@ -16,6 +16,27 @@ base_model:
   - MBZUAI/MediX-R1-2B
 base_model_relation: quantized
 ---
+# MediX-R1: Open-Ended Medical Reinforcement Learning
+
+<p align="center">
+    <img src="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>
+
+#### [Sahal Shaji Mullappilly](https://scholar.google.com/citations?user=LJWxVpUAAAAJ&hl=en)\*, [Mohammed Irfan K](https://scholar.google.com/citations?user=GJp0keYAAAAJ&hl=en)\*, [Omair Mohamed](https://scholar.google.com), [Mohamed Zidan](https://scholar.google.com), [Fahad Khan](https://sites.google.com/view/fahadkhans/home), [Salman Khan](https://salman-h-khan.github.io/), [Rao Muhammad Anwer](https://scholar.google.com/citations?hl=en&authuser=1&user=_KlvMVoAAAAJ), and [Hisham Cholakkal](https://scholar.google.com/citations?hl=en&user=bZ3YBRcAAAAJ)
+
+\**Equally contributing first authors*
+
+#### **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)
+
 ---
 
 ## Overview