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  </p>
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- <h2 align="center">Vision Encoder of PenguinVL</h2>
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  <h4 align="center">
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  Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders
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  </h4>
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  ## Citation
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- If you find PenguinVL useful for your research and applications, please cite using this BibTeX:
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  ```bibtex
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  ...
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  ```
 
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  </p>
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+ <h2 align="center">Vision Encoder of Penguin-VL</h2>
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  <h4 align="center">
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  Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders
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  </h4>
 
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  ## Citation
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+ If you find Penguin-VL useful for your research and applications, please cite using this BibTeX:
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  ```bibtex
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  ...
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  ```