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## Table of Contents
- [Wan2.1](#wan21)
- [Video Demos](#video-demos)
- [🔥 Latest News!!](#-latest-news)
- [📑 Todo List](#-todo-list)
- [Quickstart](#quickstart)
- [Installation](#installation)
- [Model Download](#model-download)
- [Run Text-to-Video Generation](#run-text-to-video-generation)
- [(1) Without Prompt Extension](#1-without-prompt-extension)
- [(2) Using Prompt Extension](#2-using-prompt-extension)
- [(3) Running Local Gradio](#3-running-local-gradio)
- [Run Image-to-Video Generation](#run-image-to-video-generation)
- [(1) Without Prompt Extension](#1-without-prompt-extension-1)
- [(2) Using Prompt Extension](#2-using-prompt-extension-1)
- [(3) Running Local Gradio](#3-running-local-gradio-1)
- [Run Text-to-Image Generation](#run-text-to-image-generation)
- [(1) Without Prompt Extension](#1-without-prompt-extension-2)
- [(2) With Prompt Extension](#2-with-prompt-extension)
- [Manual Evaluation](#manual-evaluation)
- [(1) Text-to-Video Evaluation](#1-text-to-video-evaluation)
- [(2) Image-to-Video Evaluation](#2-image-to-video-evaluation)
- [Computational Efficiency on Different GPUs](#computational-efficiency-on-different-gpus)
- [Community Contributions](#community-contributions)
- [Introduction of Wan2.1](#introduction-of-wan21)
- [(1) 3D Variational Autoencoders](#1-3d-variational-autoencoders)
- [(2) Video Diffusion DiT](#2-video-diffusion-dit)
- [Data](#data)
- [Comparisons to SOTA](#comparisons-to-sota)
- [Citation](#citation)
- [License Agreement](#license-agreement)
- [Acknowledgements](#acknowledgements)
- [Contact Us](#contact-us)
[**Wan: Open and Advanced Large-Scale Video Generative Models**]("") <be>
In this repository, we present **Wan2.1**, a comprehensive and open suite of video foundation models that pushes the boundaries of video generation. **Wan2.1** offers these key features: