docs.md

• stable-diffusion-webui from https://github.com/AUTOMATIC1111/stable-diffusion-webui (found under /opt/stable-diffusion-webui)
• with TensorRT extension from https://github.com/AUTOMATIC1111/stable-diffusion-webui-tensorrt
• see the tutorial at the Jetson Generative AI Lab

This container has a default run command that will automatically start the webserver like this:

cd /opt/stable-diffusion-webui && python3 launch.py \
  --data=/data/models/stable-diffusion \
  --enable-insecure-extension-access \
  --xformers \
  --listen \
  --port=7860

After starting the container, you can navigate your browser to http://$IP_ADDRESS:7860 (substitute the address or hostname of your device). The server will automatically download the default model (stable-diffusion-1.5) during startup.

Other configuration arguments can be found at AUTOMATIC1111/stable-diffusion-webui/wiki/Command-Line-Arguments-and-Settings

• --medvram (sacrifice some performance for low VRAM usage)
• --lowvram (sacrafice a lot of speed for very low VRAM usage)

See the stable-diffusion container to run image generation from a script (txt2img.py) as opposed to the web UI.

Tips & Tricks

Negative prompts: https://huggingface.co/spaces/stabilityai/stable-diffusion/discussions/7857

Stable Diffusion XL

• https://huggingface.co/docs/diffusers/api/pipelines/stable_diffusion/stable_diffusion_xl
• https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0
• https://huggingface.co/stabilityai/stable-diffusion-xl-refiner-1.0
• https://stable-diffusion-art.com/sdxl-model/