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NerdyRodent
NerdyRodent

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Pixart Sigma - ComfyUI

Pixart Sigma - https://pixart-alpha.github.io/PixArt-sigma-project/

We're seeing more T5 conditioning over CLIP, often with much better prompt adherence. This time, it's the recent release "Pixart Sigma".

Command summary

Use your own workspace and python environment:

cd your-workspace

conda activate comfyui

cd ComfyUI

git clone https://github.com/city96/ComfyUI_ExtraModels custom_nodes/ComfyUI_ExtraModels

cd custom_nodes/ComfyUI_ExtraModels

pip install -r requirements.txt

cd your-workspace

git clone https://github.com/PixArt-alpha/PixArt-sigma.git

cd PixArt-sigma

pip install -r requirements.txt

pip install evaluate

git lfs install

git clone https://huggingface.co/PixArt-alpha/pixart_sigma_sdxlvae_T5_diffusers output/pretrained_models/pixart_sigma_sdxlvae_T5_diffusers

python tools/download.py

Once downloaded, move models to

ComfyUI/models/checkpoints/PixArt-Sigma-XL-2-1024-MS.pth

ComfyUI/models/t5/pixart_sigma_sdxlvae_T5_diffusers

ComfyUI/models/VAE/sd-vae-ft-ema

Update

Added a Pixart Sigma Refiner variant which uses SDXL to change the image slightly, which can often improve the visual aesthetic.

Update 2

Added an even more refining + upscaling option ;)


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