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12 changes: 6 additions & 6 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -12,16 +12,16 @@
<a href="#quickstart"><b>Quickstart</b></a> &nbsp;·&nbsp;
<a href="#supported-models"><b>Models</b></a> &nbsp;·&nbsp;
<a href="#how-it-works"><b>How it works</b></a> &nbsp;·&nbsp;
<a href="https://mstar-project.github.io/mstar/"><b>Docs</b></a> &nbsp;·&nbsp;
<a href="https://mstar-project.github.io/"><b>Blog</b></a> &nbsp;·&nbsp;
<a href="https://m-star.org/mstar/"><b>Docs</b></a> &nbsp;·&nbsp;
<a href="https://m-star.org/"><b>Blog</b></a> &nbsp;·&nbsp;
<a href="https://arxiv.org/abs/2606.12688"><b>Paper</b></a>
</p>

<p align="center">
<a href="LICENSE"><img src="https://img.shields.io/badge/License-Apache_2.0-7b61ff.svg" alt="License: Apache 2.0"></a>
<img src="https://img.shields.io/badge/python-3.12-22d3ee.svg" alt="Python 3.12">
<img src="https://img.shields.io/badge/modalities-text_image_audio_video_action-6a8cff.svg" alt="Modalities">
<a href="https://mstar-project.github.io/mstar/"><img src="https://img.shields.io/badge/docs-online-3b82f6.svg" alt="Docs"></a>
<a href="https://m-star.org/mstar/"><img src="https://img.shields.io/badge/docs-online-3b82f6.svg" alt="Docs"></a>
<a href="https://arxiv.org/abs/2606.12688"><img src="https://img.shields.io/badge/paper-arXiv-b31b1b.svg" alt="Paper (arXiv)"></a>
</p>

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</p>

<p align="center">
<em>One runtime that matches or beats state-of-the-art inference systems. Full methodology and current numbers in the <a href="https://mstar-project.github.io/">blog post</a> and <a href="https://arxiv.org/abs/2606.12688">paper</a>.</em>
<em>One runtime that matches or beats state-of-the-art inference systems. Full methodology and current numbers in the <a href="https://m-star.org/">blog post</a> and <a href="https://arxiv.org/abs/2606.12688">paper</a>.</em>
</p>

## What is M*?
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Benchmark numbers shift as systems evolve — ours and everyone else's — so rather than freeze figures here
that go stale, we keep the current results and full methodology in the
[blog post](https://mstar-project.github.io/) and the [paper](https://arxiv.org/abs/2606.12688).
[blog post](https://m-star.org/) and the [paper](https://arxiv.org/abs/2606.12688).

## Contributing

Issues and pull requests are welcome. Found a bug, or want a model or feature supported?
**[Open an issue](https://github.com/mstar-project/mstar/issues).** To add a model yourself,
follow the [Adding a New Model](https://mstar-project.github.io/mstar/adding_models.html) guide.
follow the [Adding a New Model](https://m-star.org/mstar/adding_models.html) guide.
PRs to `main` go through review and CI (`ruff`).

## Citation
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