| base_model: | |
| - Qwen/Qwen2.5-VL-7B-Instruct | |
| language: | |
| - en | |
| license: apache-2.0 | |
| pipeline_tag: image-text-to-text | |
| tags: | |
| - transformers | |
| - multimodal | |
| library_name: transformers | |
| # 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://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} | |
| } |