kijai

    kijai/ComfyUI-WanVideoWrapper

    backend
    Python
    Apache-2.0
    6.8K stars
    709 forks
    6.8K GitHub watchers
    Updated Nov 2, 2026
    View on GitHub

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    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    The project lists 30 contributors on GitHub.

    Peaked at #92 in the weekly ranking the week of Oct 12, its best in the past year.

    Use Cases & Benefits

    • Provides custom wrapper nodes for integrating WanVideo and related models into ComfyUI for video generation workflows.
    • Enables rapid testing and experimentation with new WanVideo models and features without modifying ComfyUI core code.
    • Use for exploring and prototyping new video generation models in a flexible, sandboxed ComfyUI environment.
    • Use for integrating advanced video models like WanVideoFun or ReCamMaster into custom ComfyUI pipelines.
    • Use for managing large video context windows efficiently with lower VRAM usage during generation tasks.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    Apache 2.0

    Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.

    Community files

    • README: present

    Watch-outs

    • No GitHub releases; pin a commit or tag instead of a release.

    General guidance from repository metadata, not legal advice. How we score

    From the README

    Short answer: Unless it's a model/feature not available yet on native, you shouldn't.

    Long answer: Due to the complexity of ComfyUI core code, and my lack of coding experience, in many cases it's far easier and faster to implement new models and features to a standalone wrapper, so this is a way to test things relatively quickly. I consider this my personal sandbox (which is obviously open for everyone) to play with without having to worry about compability issues etc, but as such this code is always work in progress and prone to have issues. Also not all new models end up being worth the trouble to implement in core Comfy, though I've also made some patcher nodes to allow using them in native workflows, such as the ATI node available in this wrapper. This is also the end goal, idea isn't to compete or even offer alternatives to everything available in native workflows. All that said (this is clearly not a sales pitch) I do appreciate everyone using these nodes to explore new releases and possibilities with WanVideo.

    python_embeded\python.exe -m pip install -r ComfyUI\custom_nodes\ComfyUI-WanVideoWrapper\requirements.txt

    fp8 scaled models (personal recommendation):

    Text encoders to ComfyUI/models/text_encoders

    Clip vision to ComfyUI/models/clip_vision

    Transformer (main video model) to ComfyUI/models/diffusion_models

    Vae to ComfyUI/models/vae

    Excerpt from the kijai/ComfyUI-WanVideoWrapper README on GitHub (Apache-2.0 license). © its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Forks

    709+24

    Open issues

    1.3K+7

    Compared with peers in Backend

    Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth

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