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  ## Model Description
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  This is a huggingface model card for Q-Insight 👋
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  - Paper: https://arxiv.org/pdf/2503.22679
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  ## License
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  This project is licensed under the Apache-2.0 License. It is finetuned from [Qwen2.5-VL-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-VL-7B-Instruct) under Apache-2.0.
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: apache-2.0
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+ ---
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  ## Model Description
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  This is a huggingface model card for Q-Insight 👋
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  - Paper: https://arxiv.org/pdf/2503.22679
 
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  ## License
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  This project is licensed under the Apache-2.0 License. It is finetuned from [Qwen2.5-VL-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-VL-7B-Instruct) under Apache-2.0.
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+ ## Citation
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+ If you find the code helpful in your research or work, please cite the following paper:
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+ ```
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+ @article{li2025qinsight,
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+ title={Q-Insight: Understanding Image Quality via Visual Reinforcement Learning},
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+ author={Li, Weiqi and Zhang, Xuanyu and Zhao, Shijie and Zhang, Yabin and Li, Junlin and Zhang, Li and Zhang, Jian},
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+ journal={arXiv preprint arXiv:2503.22679},
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+ year={2025}
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+ }
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+ ```