Create README.md

README.md

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+---
+base_model:
+- Qwen/Qwen2.5-Omni-7B
+pipeline_tag: reinforcement-learning
+---
+
+<div align="center">
+
+# Omni-R1: Reinforcement Learning for Omnimodal Reasoning via Two-System Collaboration
+
+Hao Zhong<sup>\*</sup>, &nbsp;
+[Muzhi Zhu](https://scholar.google.com/citations?user=064gBH4AAAAJ&hl=zh-CN&oi=ao)<sup>*</sup>, &nbsp;
+Zongze Du<sup>\*</sup>, &nbsp;
+Zheng Huang<sup></sup>, &nbsp;
+[Canyu Zhao](https://github.com/volcverse)<sup></sup>, &nbsp;
+[Mingyu Liu](https://mingyulau.github.io/)<sup></sup>, &nbsp;
+[Wen Wang](https://github.com/encounter1997)<sup></sup>, &nbsp;
+[Hao Chen](https://scholar.google.com/citations?user=FaOqRpcAAAAJ)<sup></sup>, &nbsp;
+[Chunhua Shen](https://cshen.github.io)<sup></sup>
+
+[Zhejiang University](https://www.zju.edu.cn/english/)
+
+*Equal contribution
+
+[📄 **Paper**](https://arxiv.org/abs/2505.20256)&nbsp; | &nbsp;[🌐 **Project Page**](https://aim-uofa.github.io/OmniR1/) | &nbsp;[🤖 **Model Weights**](https://www.modelscope.cn/models/jxzh2020/Omni-R1) | &nbsp;[🤗 **Model Weights**](https://huggingface.co/Haoz0206/Omni-R1)
+</div>
+
+
+## 🖊️ Citation
+
+If you find this work helpful for your research, please cite:
+
+```BibTeX
+@article{zhong2025omnir1reinforcementlearningomnimodal,
+      title={Omni-R1: Reinforcement Learning for Omnimodal Reasoning via Two-System Collaboration}, 
+      author={Hao Zhong and Muzhi Zhu and Zongze Du and Zheng Huang and Canyu Zhao and Mingyu Liu and Wen Wang and Hao Chen and Chunhua Shen},
+      year={2025},
+      eprint={2505.20256},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2505.20256}, 
+}
+```