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ComfyDeploy: How ComfyUI-APGScaling works in ComfyUI?

What is ComfyUI-APGScaling?

ComfyUI nodes to use [a/APG scaling](https://huggingface.co/papers/2410.02416) for CFG, allowing for better image quality with higher CFG.

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-APGScaling and select it
  5. Close the build step dialig and then click on the "Save" button to rebuild the machine

ComfyUI-APGScaling

ComfyUI nodes to use APG scaling for CFG, allowing for better image quality with higher CFG.

Examples

See example_workflows directory for examples.

The following examples were made with SDXL Vanilla with CFG set to 15.0

Left image is without APG and right image is with APG on default settings. pink_dog

horse

elephant

mars