---
license: mit
task_categories:
- image-to-text
---

<div align="center">
<h2>Magma: A Foundation Model for Multimodal AI Agents</h2>

[Jianwei Yang](https://jwyang.github.io/)<sup>*</sup><sup>1</sup><sup>†</sup>&nbsp;
[Reuben Tan](https://cs-people.bu.edu/rxtan/)<sup>1</sup><sup>†</sup>&nbsp;
[Qianhui Wu](https://qianhuiwu.github.io/)<sup>1</sup><sup>†</sup>&nbsp;
[Ruijie Zheng](https://ruijiezheng.com/)<sup>2</sup><sup>‡</sup>&nbsp;
[Baolin Peng](https://scholar.google.com/citations?user=u1CNjgwAAAAJ&hl=en&oi=ao)<sup>1</sup><sup>‡</sup>&nbsp;
[Yongyuan Liang](https://cheryyunl.github.io)<sup>2</sup><sup>‡</sup>

[Yu Gu](http://yu-gu.me/)<sup>1</sup>&nbsp;
[Mu Cai](https://pages.cs.wisc.edu/~mucai/)<sup>3</sup>&nbsp;
[Seonghyeon Ye](https://seonghyeonye.github.io/)<sup>4</sup>&nbsp;
[Joel Jang](https://joeljang.github.io/)<sup>5</sup>&nbsp;
[Yuquan Deng](https://scholar.google.com/citations?user=LTC0Q6YAAAAJ&hl=en)<sup>5</sup>&nbsp;
[Lars Liden](https://sites.google.com/site/larsliden)<sup>1</sup>&nbsp;
[Jianfeng Gao](https://www.microsoft.com/en-us/research/people/jfgao/)<sup>1</sup><sup>▽</sup>

<sup>1</sup> Microsoft Research; <sup>2</sup> University of Maryland; <sup>3</sup> University of Wisconsin-Madison  
<sup>4</sup> KAIST; <sup>5</sup> University of Washington

<sup>*</sup> Project lead  <sup>†</sup> First authors  <sup>‡</sup> Second authors  <sup>▽</sup> Leadership  

\[[arXiv Paper](https://www.arxiv.org/pdf/2502.13130)\] &nbsp; \[[Project Page](https://microsoft.github.io/Magma/)\] &nbsp; \[[Hugging Face Paper](https://huggingface.co/papers/2502.13130)\] &nbsp; \[[Github Repo](https://github.com/microsoft/Magma)\] &nbsp; \[[Video](https://www.youtube.com/watch?v=SbfzvUU5yM8)\] 

</div>

## Introduction

This dataset contains the downstream Mind2Web finetune data used in our Magma work.