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---
title: OpenWAM
emoji:
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<div align="center">
<img src="https://cdn-avatars.huggingface.co/v1/production/uploads/66b06fe4ce2224a4d066cc0a/MC1miu9IBqK10GW6htytf.png" width="110" alt="OpenWAM"/>
<h1>A Modular Open-Source Framework for Systematic Training, Inference, and Deployment of World-Action Models</h1>
[![Paper](https://img.shields.io/badge/arXiv-XXXX.XXXXX-b31b1b?style=flat-square&logo=arxiv&logoColor=white)](https://arxiv.org/abs/XXXX.XXXXX)
[![Code](https://img.shields.io/badge/GitHub-OpenWAM-181717?style=flat-square&logo=github&logoColor=white)](https://github.com/knightnemo/OpenWAM)
[![Project Page](https://img.shields.io/badge/Project-Page-1f6feb?style=flat-square&logo=googlechrome&logoColor=white)](https://YOUR-PROJECT-PAGE)
[![License](https://img.shields.io/badge/License-Apache%202.0-4c1?style=flat-square)](https://www.apache.org/licenses/LICENSE-2.0)
</div>
## 📦 Huggingface Collections
- 🔬 [**OpenWAM-Study**](https://huggingface.co/collections/OpenWAM/openwam-study): Public Release of checkpoints from our controlled study on WAM design principles.
- 🚀 [**OpenWAM-Alpha**](https://huggingface.co/collections/YOUR-ORG/openwam-alpha): Public Release of our pretrained checkpoint (**OpenWAM-Alpha**), plus finetuned variants across downstream benchmarks.