kijai/ComfyUI-WanVideoWrapper
A ComfyUI node wrapper enabling efficient use of WanVideo and related video generation models.

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This repository provides custom ComfyUI nodes for running WanVideo and related video generation models. It focuses on VRAM optimization techniques including block swapping, torch.compile integration, and efficient LoRA weight handling. The project addresses memory management challenges when running large video models, offering solutions for async offloading and reducing memory overhead during inference.
Frequently asked
- What is kijai/ComfyUI-WanVideoWrapper?
- A ComfyUI node wrapper enabling efficient use of WanVideo and related video generation models.
- Is ComfyUI-WanVideoWrapper open source?
- Yes — kijai/ComfyUI-WanVideoWrapper is open source, released under the Apache-2.0 license.
- What language is ComfyUI-WanVideoWrapper written in?
- kijai/ComfyUI-WanVideoWrapper is primarily written in Python.
- How popular is ComfyUI-WanVideoWrapper?
- kijai/ComfyUI-WanVideoWrapper has 6.6k stars on GitHub.
- Where can I find ComfyUI-WanVideoWrapper?
- kijai/ComfyUI-WanVideoWrapper is on GitHub at https://github.com/kijai/ComfyUI-WanVideoWrapper.