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ComfyDeploy: How DiffMorpher-ComfyUI works in ComfyUI?

What is DiffMorpher-ComfyUI?

a custom node for [a/DiffMorpher](https://github.com/Kevin-thu/DiffMorpher),you can find base workflow in [a/doc](https://github.com/AIFSH/DiffMorpher-ComfyUI/blob/main/doc)

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

DiffMorpher-ComfyUI

a custom node for DiffMorpher,you can find base workflow in doc

Example

image_0 | image_1 | output ----- | ---- | ---- | |

How to use

# in ComfyUI/custom_nodes
git clone https://github.com/AIFSH/DiffMorpher-ComfyUI.git
cd DiffMorpher-ComfyUI
pip install -r requirements.txt

weights will be downloaded from huggingface

Tutorial

DiffMorpherNode

required

  • image__0: the first image (default: "")
  • prompt_0: Prompt of the first image (default: "")
  • image_1: the second image (default: "")
  • prompt_1: Prompt of the second image (default: "")
  • use_adain: Use AdaIN (default: False)
  • use_reschedule: Use reschedule sampling (default: False)
  • lamb: Hyperparameter $\lambda \in [0,1]$ for self-attention replacement, where a larger $\lambda$ indicates more replacements (default: 0.6)
  • save_inter: Save intermediate results (default: False) if True, frame saved in ComfyUI/output/diffmorpher
  • num_frames: Number of frames to generate (default: 16)
  • duration: Duration of each frame (default: 100)

optional

  • diffusers_model: Pretrained model path (default: "stabilityai/stable-diffusion-2-1-base")
  • lora_0: Path of the lora directory of the first image (default: "")
  • lora_1: Path of the lora directory of the second image (default: "")

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