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Stable Diffusion - Automatic

Heavily opinionated custom fork of https://github.com/AUTOMATIC1111/stable-diffusion-webui


Notes

Fork is as close as up-to-date with origin as time allows
All code changes are merged upstream whenever possible

Fork does differ in few things:

  • Different start script

    ./automatic.sh

  • Drops compatibility with python 3.7 and requires 3.10
  • If you're using PyTorch 2.0 models will be auto-compiled and optimized on load
    Using max-tune
  • Updated Python libraries to latest known compatible versions
    e.g. accelerate, transformers, numpy, etc.
  • Includes opinionated System and Options configuration
    e.g. samplers, upscalers, etc.
  • Includes reskinned UI
    Black and orange dark theme with fixed width options panels and larger previews
  • Includes SD2 configuration files
  • Ships with additional extensions
    e.g. System Info
  • Uses simplified folder structure
    e.g. /train, /outputs/*
  • Modified training templates

Only Python library which is not auto-updated is PyTorch itself as that is very system specific
I'm currently using PyTorch 2.0-nightly compiled with CUDA 11.8 and with Triton optimizations:

pip3 install --pre torch torchvision torchaudio torchtriton --extra-index-url https://download.pytorch.org/whl/nightly/cu118
pip show torch
2.0.0.dev20230111+cu118


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