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  <!-- Provide a quick summary of what the model is/does. -->
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- A multimodal agentic foundation for multimodal understanding and agentic tasks.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ## Model Details
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  <!-- Provide a quick summary of what the model is/does. -->
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+ <div align="center">
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+ <h2>Magma: A Foundation Model for Multimodal AI Agents</h2>
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+ [Jianwei Yang](https://jwyang.github.io/)<sup>*</sup><sup>1</sup><sup>†</sup>&nbsp;
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+ [Reuben Tan](https://cs-people.bu.edu/rxtan/)<sup>1</sup><sup>†</sup>&nbsp;
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+ [Qianhui Wu](https://qianhuiwu.github.io/)<sup>1</sup><sup>†</sup>&nbsp;
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+ [Ruijie Zheng](https://ruijiezheng.com/)<sup>2</sup><sup>‡</sup>&nbsp;
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+ [Baolin Peng](https://scholar.google.com/citations?user=u1CNjgwAAAAJ&hl=en&oi=ao)<sup>1</sup><sup>‡</sup>&nbsp;
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+ [Yongyuan Liang](https://cheryyunl.github.io)<sup>2</sup><sup>‡</sup>
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+ [Yu Gu](https://users.umiacs.umd.edu/~hal/)<sup>1</sup>&nbsp;
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+ [Mu Cai](https://pages.cs.wisc.edu/~mucai/)<sup>3</sup>&nbsp;
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+ [Seonghyeon Ye](https://seonghyeonye.github.io/)<sup>4</sup>&nbsp;
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+ [Joel Jang](https://joeljang.github.io/)<sup>5</sup>&nbsp;
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+ [Yuquan Deng](https://scholar.google.com/citations?user=LTC0Q6YAAAAJ&hl=en)<sup>5</sup>&nbsp;
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+ [Lars Liden](https://sites.google.com/site/larsliden)<sup>1</sup>&nbsp;
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+ [Jianfeng Gao](https://www.microsoft.com/en-us/research/people/jfgao/)<sup>1</sup><sup>▽</sup>
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+ <sup>1</sup> Microsoft Research; <sup>2</sup> University of Maryland; <sup>3</sup> University of Wisconsin-Madison
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+ <sup>4</sup> KAIST; <sup>5</sup> University of Washington
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+ <sup>*</sup> Project lead <sup>†</sup> First authors <sup>‡</sup> Second authors <sup>▽</sup> Leadership
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+ \[[arXiv Paper](https://www.arxiv.org/pdf/2502.13130)\] &nbsp; \[[Project Page](https://microsoft.github.io/Magma/)\] &nbsp; \[[Model Coming Soon!](https://github.com/microsoft/Magma)\] &nbsp;
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+ </div>
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  ## Model Details
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