MoCha New Fine-Tuned Video Model - Easier Than Wan 2.2 Animate And It Works!
Added 2025-10-26 15:01:09 +0000 UTC
Video : https://youtu.be/yypmE5VXkro
In this video, we explore MoCha New Fine-Tuned Video Model based on WAN 2.1 that enables high-quality character replacement in videos using just a single reference frame. Unlike WAN 2.2 Animate, Mocha doesn’t require complex ControlNet setups or multi-frame masking, making it faster and easier to use while still delivering impressive results with dynamic lighting, facial fidelity, and motion tracking. This tutorial walks you through running Mocha in ComfyUI, optimizing workflows, and enhancing output with tools like Qwen Image Edit for automatic face close-ups. Whether you're an AI animation enthusiast, a content creator experimenting with character swaps, or a developer working on generative video pipelines, this guide gives you everything you need to get started. Understanding Mocha matters because it represents a simpler, more accessible path to professional-grade video character replacement—without the heavy technical overhead.
Who is this for?
AI video creators, anime-style animation hobbyists, ComfyUI users, generative AI developers, digital artists exploring character replacement, and tech-savvy YouTubers interested in next-gen video editing tools.
MoCha
End-to-End Video Character Replacement without Structural Guidance
https://orange-3dv-team.github.io/MoCha/
https://github.com/Orange-3DV-Team/MoCha
https://huggingface.co/Orange-3DV-Team/MoCha
FP8 for ComfyUI WanVideoWrapper
https://huggingface.co/Kijai/WanVideo_comfy_fp8_scaled/tree/main/MoCha
Workflow in this tutorial attached below :
Comments
it's better to get nightly or just directly ' git pull ' in the WanVideoWrapper folder. Mostly new / preview stuffs appear on nightly, won't go on older version.
Benjamin Law
2025-10-26 18:26:26 +0000 UTCi updated my wanvideowrapper node, and i see mocha embeds in the node list, but not when i double click in the workflow. I don't see anything in the startup logs complaining about it. do i need the nightly version?i've closed, refreshed, hard refreshed
Brandon Waters
2025-10-26 17:57:07 +0000 UTCmissing from Hugging face? have you see there's a link in the post? full model and FP8 there.
Benjamin Law
2025-10-26 16:32:07 +0000 UTCThe model is missing from hugging face
aimusclework
2025-10-26 16:23:52 +0000 UTC
