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ComfyUI-InstanceDiffusion

ComfyUI nodes to use InstanceDiffusion.

Original research repo: https://github.com/frank-xwang/InstanceDiffusion

Table of Contents

Installation

How to Install

Clone or download this repo into your ComfyUI/custom_nodes/ directory. Then run pip install -r requirments.txt within the cloned repo (although if you have already set up ComfyUI you should have all these requirements already).

How to Configure Models

These models were trained by frank-xwang baked inside of StableDiffusion 1.5. These are spliced out into individual models to be used with other SD1.5 checkpoints. Download each of these checkpoints and place them into the Installation Directory within ComfyUI/models/instance_models/ directory.

Model Name URL Installation Directory
fusers.ckpt huggingface instance_models/fuser_models/
positionnet.ckpt huggingface instance_models/positionnet_models/
scaleu.ckpt huggingface instance_models/scaleu_models/

Accompanying Node Repos

Examples

Example workflows can be found in the example_workflows/ directory.

https://github.com/logtd/ComfyUI-InstanceDiffusion/assets/160989552/ee42891a-cc38-421c-98bf-03a1be11d315

https://github.com/logtd/ComfyUI-InstanceDiffusion/assets/160989552/40038526-5850-4cb6-9658-c38c7e4b20f9

https://github.com/logtd/ComfyUI-InstanceDiffusion/assets/160989552/eae3520c-9a3d-4cde-b32f-1af9231ad2d4

https://github.com/logtd/ComfyUI-InstanceDiffusion/assets/160989552/85b7d9df-7f7e-43c7-b2fa-b14fd5ec5e6d

Acknowledgements

  • frank-xwang for creating the original repo, training models, etc.
  • Kosinkadink for creating AnimateDiff-Evolved and providing support on integration
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