(Kwai) Kolors for webui

only tested with Forge2

I don't think there is anything Forge specific here.

works for me ^TM on 8GB VRAM (GTX1070)

using controlnet really wants 10GB but this implementation works with 8GB at the cost of performance

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Install

Go to the Extensions tab, then Install from URL, use the URL for this repository.

needs updated diffusers

Easiest way to ensure necessary versions are installed is to edit requirements_versions.txt in the webUI folder.

diffusers>=0.30.0
accelerate>=0.26.0

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downloads models on demand - minimum will be ~16.5GB

Model information

• https://huggingface.co/Kwai-Kolors/Kolors-diffusers
• https://github.com/Kwai-Kolors/Kolors

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Note

if noUnload is selected then models are kept in memory; otherwise reloaded for each run. The unload models button removes them from memory.

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Change log

01/08/2025

• support custom models. In {webui directory}\models\diffusers create a subdirectory KolorsCustom. In that directory, create a subdirectory for the custom model; the directory name will be used as the display name in the newly added Model menu. Inside each of those should be the unet file (renamed to diffusion_pytorch_model.safetensors) and its config.json (copy from extension directory).

23/02/2025

• initial upload. includes IP Adapter (not faceID), controlnets, i2i.