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

A Modular Open-Source Framework for Systematic Training, Inference, and Deployment of World-Action Models

[![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)
## 📦 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