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README.md

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-# [ViTamin: Design Scalable Vision Models in the Vision-language Era](https://arxiv.org)
+# [ViTamin: Design Scalable Vision Models in the Vision-language Era](https://arxiv.org/pdf/2404.02132.pdf)
 Official huggingface models of **ViTamin**, from the following paper:
 
-[ViTamin: Design Scalable Vision Models in the Vision-language Era](https://arxiv.org/).\
+[ViTamin: Design Scalable Vision Models in the Vision-language Era](https://arxiv.org/pdf/2404.02132.pdf).\
 ✨  [Jieneng Chen](https://beckschen.github.io), [Qihang Yu](https://yucornetto.github.io/), [Xiaohui Shen](https://xiaohuishen.github.io/), [Alan Yuille](https://www.cs.jhu.edu/~ayuille/) and [Liang-Chieh Chen](http://liangchiehchen.com/)\
 🏠  Johns Hopkins University, Bytedance