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@@ -22,8 +22,8 @@ tags:
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  </div>
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  <p align="center">
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- <a href="https://arxiv.org/abs/2506.23044"><img src="https://img.shields.io/badge/arXiv_paper-2506.23044-b31b1b.svg" alt="arxiv"></a>
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- <!-- <a href="https://github.com/AIDC-AI/Ovis-U1/blob/main/docs/Ovis_U1_Report.pdf"><img src="https://img.shields.io/badge/Paper-Tech_Report-b31b1b" alt="paper"></a> -->
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  <a href="https://github.com/AIDC-AI/Ovis-Image"><img src="https://img.shields.io/badge/GitHub-AIDC--AI/Ovis--Image-blue?style=flat&logo=github" alt="code"></a>
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  <a href="https://huggingface.co/spaces/AIDC-AI/Ovis-Image-7B"><img src="https://img.shields.io/badge/🎨_HF_Spaces-AIDC--AI/Ovis--Image--7B-lightblack" alt="demo"></a>
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  <a href="https://huggingface.co/AIDC-AI/Ovis-Image-7B"><img src="https://img.shields.io/badge/🤗_Model-AIDC--AI/Ovis-Image-7B-yellow" alt="model"></a>
@@ -203,10 +203,10 @@ Alternatively, you can try Ovis-Image directly in your browser on [![Hugging Fac
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  If you find Ovis-Image useful for your research or applications, please cite our technical report:
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  ```bibtex
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- @article{wang2025ovis_image,
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  title={Ovis-Image Technical Report},
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- author={Wang, Guo-Hua and Zhao, Shanshan and Zhang, Xinjie and Cao, Liangfu and Zhan, Pengxin and Duan, Lunhao and Lu, Shiyin and Fu, Minghao and Zhao, Jianshan and Li, Yang and Chen, Qing-Guo},
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- journal={arXiv preprint arXiv:2506.23044},
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  year={2025}
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  }
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  ```
 
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  </div>
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  <p align="center">
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+ <!-- <a href="https://arxiv.org/abs/2506.23044"><img src="https://img.shields.io/badge/arXiv_paper-2506.23044-b31b1b.svg" alt="arxiv"></a> -->
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+ <a href="https://github.com/AIDC-AI/Ovis-Image/blob/main/docs/Ovis_Image_Technical_Report.pdf"><img src="https://img.shields.io/badge/Paper-Tech_Report-b31b1b" alt="paper"></a>
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  <a href="https://github.com/AIDC-AI/Ovis-Image"><img src="https://img.shields.io/badge/GitHub-AIDC--AI/Ovis--Image-blue?style=flat&logo=github" alt="code"></a>
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  <a href="https://huggingface.co/spaces/AIDC-AI/Ovis-Image-7B"><img src="https://img.shields.io/badge/🎨_HF_Spaces-AIDC--AI/Ovis--Image--7B-lightblack" alt="demo"></a>
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  <a href="https://huggingface.co/AIDC-AI/Ovis-Image-7B"><img src="https://img.shields.io/badge/🤗_Model-AIDC--AI/Ovis-Image-7B-yellow" alt="model"></a>
 
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  If you find Ovis-Image useful for your research or applications, please cite our technical report:
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  ```bibtex
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+ @misc{wang2025ovis_image,
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  title={Ovis-Image Technical Report},
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+ author={Wang, Guo-Hua and Cao, Liangfu and Cui, Tianyu and Fu, Minghao and Chen, Xiaohao and Zhan, Pengxin and Zhao, Jianshan and Li, Lan and Fu, Bowen and Liu, Jiaqi and Chen, Qing-Guo},
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+ howpublished={\url{https://github.com/AIDC-AI/Ovis-Image}},
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  year={2025}
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  }
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  ```