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stable_diffusion

README.md

Setup

  1. Install skypilot package by following these instructions.

  2. Run git clone https://github.com/skypilot-org/skypilot.git && cd examples/stable_diffusion

  3. Run sky launch -c stable-diffusion stable_diffusion_docker.yaml

  4. Run ssh -L 7860:localhost:7860 stable-diffusion

  5. Open http://localhost:7860/ in browser. If the page doesn't load, try again in a few minutes to allow the container to start.

  6. Type in text prompt and click "Generate".

Stable Diffusion Web Tool UI

  1. Once you are done, run sky stop stable-diffusion to stop the VM.

  2. To restart VM, repeat steps 3 and 4.

Usage Tips

  • Avoid exceeding 900x900 for image resolution due GPU memory constraints
  • You can toggle "Classifier Free Guidance Scale" to higher value to enforce adherence to prompt
  • Here are some good example text prompts (Classifier Free Guidance Scale = 7.5, sampling steps = 50):
    • "donkey playing poker"
    • "UC Berkeley student writing code on a laptop"
    • "Marvel vs. DC"
    • "corgi on Golden Gate Bridge"
    • "desert golf"
    • "Indian McDonald's"
    • "Elon Musk robot"
    • "mechanical heart"
    • "Batman in San Francisco"
    • "futuristic city in the sky and clouds"
    • "bear ballroom dancing"
    • "wall-e terminator"
    • "psychedelic Yosemite"
    • "rap song album cover"
    • "Wall Street bull rodeo"
    • "Trump in minecraft"