initial stable diffusion lcoal stuff
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systemd/incubating/stablediffusion/README.md
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systemd/incubating/stablediffusion/README.md
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# Stable Diffusion
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## Web UI
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<https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Install-and-Run-on-AMD-GPUs#arch-specific-dependencies>
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```bash
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python3.10 -m ensurepip --upgrade
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# Check https://download.pytorch.org/whl/nightly/ for versions
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# Specifically you want the "rocm" versions for AMD
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pip install torch==2.6.0.dev20241103+rocm6.2 --index-url https://download.pytorch.org/whl/nightly
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pip install torchvision==0.20.0.dev20241103+rocm6.2 --index-url https://download.pytorch.org/whl/nightly
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```
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```bash
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sudo pacman -S python-pytorch-rocm
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git clone https://aur.archlinux.org/python-torchvision-rocm.git
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cd python-torchvision-rocm
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makepkg -si
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git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git
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cd stable-diffusion-webui
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python3.10 -m venv venv --system-site-packages
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source venv/bin/activate
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# Check https://download.pytorch.org/whl/nightly/ for versions
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# Specifically you want the "rocm" versions for AMD
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pip install torch==2.6.0.dev20241103+rocm6.2 --index-url https://download.pytorch.org/whl/nightly
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pip install torchvision==0.20.0.dev20241103+rocm6.2 --index-url https://download.pytorch.org/whl/nightly
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pip install -r requirements.txt
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./webui.sh
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```
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## Models
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<https://stable-diffusion-art.com/models/#How_to_install_and_use_a_model>
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### SDXC
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- Use 1024x1024
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- First generation is really really slow, subsequent generations are fast
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<https://stable-diffusion-art.com/sdxl-model/#Download_and_install_SDXL_10_models>
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### Flux AI
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- You must use Stable Diffusion WebUI Forge
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- In the UI, click "flux"
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- First generation is really really really really slow
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<https://stable-diffusion-art.com/flux-forge/>
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