Create README.md

README.md

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+---
+base_model:
+- Qwen/Qwen2.5-VL-7B-Instruct
+language:
+- en
+license: apache-2.0
+tags:
+- transformers
+- multimodal
+pipeline_tag: visual-question-answering
+---
+# VL-Reasoner-7B
+**VL-Reasoner-7B** achieves superior results on various multimodal reasoning benchmarks.
+
+It is trained using the **GRPO-SSR** techniques, serving as the foundation for [**VL-Rethinker**](https://huggingface.co/TIGER-Lab/VL-Rethinker-7B/).
+
+For details of our approach and performance comparison, please see our [paper](https://arxiv.org/abs/2504.08837).
+
+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://arxiv.org/abs/2504.08837) | [**🔗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{vl-rethinker,
+      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 Lin, Fangzhen and Chen, Wenhu},
+      journal={arXiv preprint arXiv:2504.08837},
+      year={2025}
+}	        
+```