Create README.md

README.md

@@ -0,0 +1,37 @@
+---
+base_model:
+- Qwen/Qwen2.5-VL-7B-Instruct
+language:
+- en
+license: apache-2.0
+tags:
+- transformers
+- multimodal
+pipeline_tag: visual-question-answering
+---
+
+# VL-Rethinker-7B
+
+**VL-Rethinker-7B** achieves SoTA results on various multimodal reasoning benchmarks.
+
+It is trained using the **GRPO-SSR and Forced Rethinking** techniques.
+
+For details of our approach and performance comparison, please see our [paper](https://github.com/TIGER-AI-Lab/VL-Rethinker/blob/main/paper.pdf).
+
+For details of training and evaluation, please see our [code repo](https://github.com/TIGER-AI-Lab/VL-Rethinker/).
+
+Explore further via the following links:
+
+| [**🚀Project Page**](https://tiger-ai-lab.github.io/VL-Rethinker/) | [**📖Paper**](https://github.com/TIGER-AI-Lab/VL-Rethinker/blob/main/paper.pdf) | [**🔗Github**](https://github.com/TIGER-AI-Lab/VL-Rethinker/) | [**🤗Data** (Coming Soon)]()  |
+
+## Citation
+
+If you feel this model useful, please give us a free cite:
+```
+@article{VLRethinker,
+    title={VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning},
+    author={Wang, Haozhe and Qu, Chao and Huang, Zuming and Chu, Wei and Fangzhen, Lin and Wenhu Chen},
+    journal={ArXiv},
+    year={2025},
+} 
+```