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VACE: All-in-One Video Creation and Editing

Zeyinzi Jiang* ยท Zhen Han* ยท Chaojie Mao*โ€  ยท Jingfeng Zhang ยท Yulin Pan ยท Yu Liu
Tongyi Lab - wan_logo

Paper PDF Project Page

Introduction

VACE is an all-in-one model designed for video creation and editing. It encompasses various tasks, including reference-to-video generation (R2V), video-to-video editing (V2V), and masked video-to-video editing (MV2V), allowing users to compose these tasks freely. This functionality enables users to explore diverse possibilities and streamline their workflows effectively, offers a range of capabilities, such as Move-Anything, Swap-Anything, Reference-Anything, Expand-Anything, Animate-Anything, and more.

๐Ÿ“‹ Coming Soon

  • Wan-VACE Model Inference
  • LTX-VACE Model Inference
  • Inference Gradio & Preprocessing Tools
  • ComfyUI Workflow
  • VACE-Benchmark

๐ŸŽ‰ News

  • Mar 11, 2025: We propose VACE, an all-in-one model for video creation and editing.

Acknowledgement

We are grateful for the following awesome projects, including Scepter, Wan, and LTX-Video.

BibTeX

@article{vace,
    title = {VACE: All-in-One Video Creation and Editing},
    author = {Jiang, Zeyinzi and Han, Zhen and Mao, Chaojie and Zhang, Jingfeng and Pan, Yulin and Liu, Yu},
    journal = {arXiv preprint arXiv:2503.07598},
    year = {2025}
}

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