ComfyUI Extension: ComfyUI-RAVE Attention
Run ComfyUI workflows without the setup
No installs, no CUDA version roulette, no GPU sitting idle on your bill. Bring a workflow and run it in the browser.
ComfyUI nodes to use RAVE attention as a temporal attention mechanism. This differs from other implementations in that it does not concatenate the images together, but within the UNet's Self-Attention mechanism performs the RAVE technique. By not altering the images/latents throughout the UNet, this method does not affect other temporal techniques, style mechanisms, or other UNet modifications. For example, it can be combined with AnimateDiff, ModelScope/ZeroScope, or FLATTEN.
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Custom Nodes (3)
README
ComfyUI-RAVE Attention
ComfyUI nodes to use RAVE attention as a temporal attention mechanism.
This differs from other implementations in that it does not concatenate the images together, but within the UNet's Self-Attention mechanism performs the RAVE technique. By not altering the images/latents throughout the UNet, this method does not affect other temporal techniques, style mechanisms, or other UNet modifications.
For example, it can be combined with AnimateDiff, ModelScope/ZeroScope, or FLATTEN.
Installation
This repository does not require any additional packages. Just git clone this into your custom_nodes/ directory.
Examples
See the example_workflows directory for example workflows.
Acknowledgements
- Ozgur Kara, Bariscan Kurtkaya, Hidir Yesiltepe, James M. Rehg, Pinar Yanardag for researching and open sourcing their implementation of RAVE
Run ComfyUI workflows without the setup
No installs, no CUDA version roulette, no GPU sitting idle on your bill. Bring a workflow and run it in the browser.