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ComfyDeploy: How ComfyUI-RAVE Attention works in ComfyUI?

What is 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.

How to install it in ComfyDeploy?

Head over to the machine page

  1. Click on the "Create a new machine" button
  2. Select the Edit build steps
  3. Add a new step -> Custom Node
  4. Search for ComfyUI-RAVE Attention and select it
  5. Close the build step dialig and then click on the "Save" button to rebuild the machine

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