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Innovate Futures @ Benji
Innovate Futures @ Benji

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Wan 2.2 Animate Support In ComfyUI Native - TikTok Dance Videos Go to Next Level!

Tutorial Video : https://youtu.be/W7-u2tYZiFo

In this video, we dive deep into running WAN 2.2 Animate natively in ComfyUI—no wrappers, no extra tools, just pure node-based workflow power. You’ll see how to generate high-quality character-swapped animations and pose transfers directly inside ComfyUI, using the latest updates including support for long-form video generation, frame offset chaining, and efficient background handling. We’ll walk through the official workflow, point out its quirks (like double DW Pose inefficiencies), and show you how to optimize it for real-world use—like turning any reference image into a dancing TikTok star that mimics real motion from a source video.

This content is perfect for AI video creators, ComfyUI users, indie animators, and generative AI hobbyists who want to go beyond short 2–4 second clips and produce smooth, longer animations (up to 30+ seconds or more) with consistent motion, accurate pose transfer, and clean character masking. Whether you're experimenting with AI avatars, making custom dance videos, or building pipelines for character animation, this guide gives you the tools to do it efficiently—without manual rotoscoping or endless waiting.

Why does this matter? Because WAN 2.2 Animate is one of the most accessible and powerful open-source models for single-character motion transfer—and now it’s fully integrated into ComfyUI. That means more control, better reproducibility, and the ability to chain generations for longer outputs. As AI video tools evolve, understanding how to leverage native workflows (instead of black-box wrappers) puts you ahead of the curve. This isn’t just about cool effects—it’s about building sustainable, scalable AI animation pipelines you can actually use.

Wan 2.2 Animate Using Wrapper Nodes

https://youtu.be/lXS5ZdCcnuo?si=GD2dps6DdLfyX2VC

ComfyUI Update: https://blog.comfy.org/p/wan22-animate-and-qwen-image-edit-2509

Wan-animate

https://humanaigc.github.io/wan-animate/

https://huggingface.co/Wan-AI/Wan2.2-Animate-14B

https://huggingface.co/spaces/Wan-AI/Wan2.2-Animate

https://github.com/Wan-Video/Wan2.2

Wan2.2_animate_14B_bf16.safetensors via Comfy-Org/Wan_2.2_ComfyUI_Repackaged

https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/blob/main/split_files/diffusion_models/wan2.2_animate_14B_bf16.safetensors

Kijai/WanVideo_comfy_fp8_scaled

https://huggingface.co/Kijai/WanVideo_comfy_fp8_scaled/tree/main

Attached Workflows of Long Length Gen Using Wan 2.2 Animate Natively

Wan 2.2 Animate Support In ComfyUI Native - TikTok Dance Videos Go to Next Level!

Comments

have you install CUDA Toolkit. VS C++ Lib?

Benjamin Law

hi , i got always this error ; KSampler AttributeError: type object 'CompiledKernel' has no attribute 'launch_enter_hook' Set TORCHDYNAMO_VERBOSE=1 for the internal stack trace (please do this especially if you're reporting a bug to PyTorch). For even more developer context, set TORCH_LOGS="+dynamo" PS: i have Torch 2.7.0 nightly + cu128 installed that the problem and how can i fix that problem please

LordGames

the link to WanAnimate_relight_lora_fp16.safetensors does not work. either the file got moved or it was taken down.

Sou Yang


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