Update README.md

README.md

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----
-license: apache-2.0
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+---
+license: apache-2.0
+library_name: transformers
+pipeline_tag: robotics
+---
+
+# 🌏 RoboRefer
+> This is the official checkpoint of our work: **RoboRefer: Towards Spatial Referring with Reasoning in Vision-Language Models for Robotics**
+
+#### Paper: https://arxiv.org/pdf/2506.04308
+#### Code: https://github.com/Zhoues/RoboRefer
+#### Website: https://zhoues.github.io/RoboRefer/
+
+
+## Date
+This model was trained in June 2025.
+
+## How to use
+
+This is the RoboRefer SFT trained on a mixture of RefSpatial, instruction tuning, and referring datasets. For more details, please visit our [official repo](https://github.com/Zhoues/RoboRefer).
+
+## 📝 Citation
+If you find our code or models useful in your work, please cite [our paper](https://arxiv.org/pdf/2505.06111):
+
+```
+@article{zhou2025roborefer,
+    title={RoboRefer: Towards Spatial Referring with Reasoning in Vision-Language Models for Robotics},
+    author={Zhou, Enshen and An, Jingkun and Chi, Cheng and Han, Yi and Rong, Shanyu and Zhang, Chi and Wang, Pengwei and Wang, Zhongyuan and Huang, Tiejun and Sheng, Lu and others},
+    journal={arXiv preprint arXiv:2506.04308},
+    year={2025}
+}
+```