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--- |
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license: mit |
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task_categories: |
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- image-to-text |
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--- |
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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> |
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[Reuben Tan](https://cs-people.bu.edu/rxtan/)<sup>1</sup><sup>†</sup> |
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[Qianhui Wu](https://qianhuiwu.github.io/)<sup>1</sup><sup>†</sup> |
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[Ruijie Zheng](https://ruijiezheng.com/)<sup>2</sup><sup>‡</sup> |
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[Baolin Peng](https://scholar.google.com/citations?user=u1CNjgwAAAAJ&hl=en&oi=ao)<sup>1</sup><sup>‡</sup> |
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[Yongyuan Liang](https://cheryyunl.github.io)<sup>2</sup><sup>‡</sup> |
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[Yu Gu](http://yu-gu.me/)<sup>1</sup> |
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[Mu Cai](https://pages.cs.wisc.edu/~mucai/)<sup>3</sup> |
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[Seonghyeon Ye](https://seonghyeonye.github.io/)<sup>4</sup> |
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[Joel Jang](https://joeljang.github.io/)<sup>5</sup> |
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[Yuquan Deng](https://scholar.google.com/citations?user=LTC0Q6YAAAAJ&hl=en)<sup>5</sup> |
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[Lars Liden](https://sites.google.com/site/larsliden)<sup>1</sup> |
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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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\[[arXiv Paper](https://www.arxiv.org/pdf/2502.13130)\] \[[Project Page](https://microsoft.github.io/Magma/)\] \[[Hugging Face Paper](https://huggingface.co/papers/2502.13130)\] \[[Github Repo](https://github.com/microsoft/Magma)\] \[[Video](https://www.youtube.com/watch?v=SbfzvUU5yM8)\] |
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</div> |
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## Introduction |
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This dataset contains the downstream AITW finetuning data used in Magma. |
