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ComfyDeploy: How ComfyUI_SD3_Flowedit works in ComfyUI?

What is ComfyUI_SD3_Flowedit?

ComfyUI nodes that support SD3/SD3.5 in FlowEdit

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_SD3_Flowedit and select it
  5. Close the build step dialig and then click on the "Save" button to rebuild the machine

ComfyUI_SD3_Flowedit

ComfyUI nodes that support SD3/SD3.5 in FlowEdit

Start

This is an implementation of image editing using Flowedit.

It constructs an ODE (Ordinary Differential Equation) that directly maps between the source and target distributions.

You can use the official pre-trained SD3/SD3.5 models for image mapping. Additionally, you can fine-tune the SD3/SD3.5 models based on your specific needs to learn new distributions for image mapping.

Follow this workflow to get started.

To use ComfyUI nodes that support Flux in FlowEdit, refer to ComfyUI-Fluxtapoz. This project's code is based on modifications of ComfyUI-Fluxtapoz.

lighthouse

Acknowledgements

@article{kulikov2024flowedit,
    title = {FlowEdit: Inversion-Free Text-Based Editing Using Pre-Trained Flow Models},
    author = {Kulikov, Vladimir and Kleiner, Matan and Huberman-Spiegelglas, Inbar and Michaeli, Tomer},
    journal = {arXiv preprint arXiv:2412.08629},
    year = {2024}
}