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---
title: OpenWAM
emoji: ⚡
colorFrom: red
colorTo: blue
sdk: static
pinned: false
---

<div align="center">

<img src="https://huggingface.co/spaces/OpenWAM/README/resolve/main/openwam_title.png" width="440" 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-2609.07398-b31b1b?style=flat-square&logo=arxiv&logoColor=white)](https://arxiv.org/abs/2609.07398)
[![Code](https://img.shields.io/badge/GitHub-OpenWAM-181717?style=flat-square&logo=github&logoColor=white)](https://github.com/OpenWAM-Official/OpenWAM)
[![Project Page](https://img.shields.io/badge/Project-Page-1f6feb?style=flat-square&logo=googlechrome&logoColor=white)](https://openwam-official.github.io/)
[![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_Alpha**](https://huggingface.co/collections/OpenWAM/openwam-alpha-6a8d2f4f3d636cae05095244): Public Release of our pretrained checkpoint (**OpenWAM-Alpha**), plus finetuned variants across downstream benchmarks.

- 🔬 **OpenWAM-Study** — checkpoints from our controlled study on WAM design principles, split by axis:
  - 🏗️ [**OpenWAM_Study_Architecture**](https://huggingface.co/collections/OpenWAM/openwam-study-architecture-6a9bc1c8e84f492bd864ad5f): Architecture Variant Checkpoints for OpenWAM-Study
  - 🌱 [**OpenWAM_Study_Pretrain**](https://huggingface.co/collections/OpenWAM/openwam-study-pretrain-6a9bc1ca40511abaeec3e845): Pretrain Experiments Checkpoints for OpenWAM-Study
  - 👁️ [**OpenWAM_Study_Visual_Encoder**](https://huggingface.co/collections/OpenWAM/openwam-study-visual-encoder-6a9bc1ce05859970f012b715): Visual Encoder Variant Checkpoints for OpenWAM-Study
  - 🎬 [**OpenWAM_Study_Video_Backbone**](https://huggingface.co/collections/OpenWAM/openwam-study-video-backbone-6a9bc1d08ba5b35594c1b91d): Video Backbone Variant Checkpoints for OpenWAM-Study
  - 🎭 [**OpenWAM_Study_Attention_Mask**](https://huggingface.co/collections/OpenWAM/openwam-study-attention-mask-6a9bc1d29c65efc2715cc2f2): Attention Mask Variant Checkpoints for OpenWAM-Study