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--- |
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base_model: |
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- Qwen/Qwen2.5-VL-7B-Instruct |
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language: |
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- en |
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license: apache-2.0 |
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pipeline_tag: image-text-to-text |
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tags: |
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- transformers |
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- multimodal |
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library_name: transformers |
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--- |
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# VL-Rethinker-7B |
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**🚀 News:** <u>We release our meticulously curated collection of RL training queries for multimodal reasoning: [ViRL39K](https://huggingface.co/datasets/TIGER-Lab/ViRL39K).</u> |
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**VL-Rethinker-7B** achieves SoTA results on various multimodal reasoning benchmarks. |
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It is trained using the **GRPO-SSR and Forced Rethinking** techniques, using meticulously curated [ViRL39K](https://huggingface.co/datasets/TIGER-Lab/ViRL39K). |
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For details of our approach and performance comparison, please see our [paper](https://github.com/TIGER-AI-Lab/VL-Rethinker/blob/main/paper.pdf). |
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For details of training and evaluation, please see our [code repo](https://github.com/TIGER-AI-Lab/VL-Rethinker/). |
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Explore further via the following links: |
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| [**🚀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**](https://huggingface.co/datasets/TIGER-Lab/ViRL39K) | |
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## Citation |
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If you feel this model useful, please give us a free cite: |
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```bibtex |
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@article{vl-rethinker, |
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title={VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning}, |
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author = {Wang, Haozhe and Qu, Chao and Huang, Zuming and Chu, Wei and Lin,Fangzhen and Chen, Wenhu}, |
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journal={arXiv preprint arXiv:2504.08837}, |
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year={2025} |
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} |
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``` |
