---
emoji: 🎥
title: 'Self-Forcing Wan2.1-1.3B'
short_description: MCP server for real-time video generation
sdk: gradio
sdk_version: 5.35.0
---

This server is meant to be used as an API/MCP server by generative AI video apps.

It is best to run it on a big GPU such as a Nvidia A100, H100 or H200.

It can run on a Nvidia L40S but not in real-time.

## Acknowledgements

 If you want to use this codebase for your project, I invite you to use the [original repository](https://huggingface.co/spaces/multimodalart/self-forcing) instead, it will better fit your needs (it contains things I removed because I didn't need them).
 
A big thank you to [Multimodalart](https://huggingface.co/multimodalart/) who created the original repo!

This codebase is built on top of the open-source implementation of [CausVid](https://github.com/tianweiy/CausVid) by [Tianwei Yin](https://tianweiy.github.io/) and the [Wan2.1](https://github.com/Wan-Video/Wan2.1) repo.