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Stable Diffusion API

Runs your own Stable Diffusion v1.4 API with Flask & Docker

Requirements:

  • NVIDIA GPU with CUDA installed & >10GB memory
  • Ubunutu 20.04 (this can be adjusted in Dockerfile if you are using a different OS)
  • Huggingface Access Token

To Start the Server:

  1. git clone https://github.com/viral-medialab/stable_diffusion_server.git
  2. sh setup.sh
  3. In line 34 of the Dockerfile, replace <TOKEN> with your Huggingface Access Token
  4. docker build --tag sd_server .
  5. docker run -d -p 3000:3000 sd_server The server should now be running at http://<your_external_ip>:3000/

To Generate an Image from Text:

  • Pass your prompt as query string ('?prompt=') to the server
  • When calling the server from a browser, be sure to replace spaces with '%20'
  • Example Prompt: "Impressionist painting of dog wearing party hat."
    • Resulting url: http://<your_external_ip>:3000/?prompt=impressionist%20painting%20of%20dog%20wearing%20party%20hat
    • Wait ~30 sec for image generation and return
    • party

The foundation of this repo was built by following Lulia Turc's article.