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---
title: README
emoji: 🐑
colorFrom: gray
colorTo: blue
sdk: static
pinned: false
---

<div style="text-align: center; padding: 2em 1em;">

<center><img src="https://baa.ai/favicon.ico" alt="baa.ai logo" width="128" height="128" style="margin-bottom: 1em;">
</center>
<h1>baa.ai</h1>

<h3>Making frontier models run anywhere</h3>

<p style="max-width: 640px; margin: 1em auto; line-height: 1.6;">
We build open tools for efficient AI deployment. Our research focuses on quantization methods that preserve model quality while dramatically reducing hardware requirements — bringing 400B+ parameter models to a single machine.
</p>

<p style="margin-top: 2em;">
<a href="https://baa.ai">baa.ai</a>&ensp;·&ensp;<a href="https://huggingface.co/spaces/baa-ai/Swan-Paper">SWAN Paper</a>&ensp;·&ensp;<a href="https://github.com/baa-ai/swan-quantization">GitHub</a>
</p>

</div>