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You will need:

  • A GPU
  • To clone and install https://github.com/AUTOMATIC1111/stable-diffusion-webui
  • To download your favorite set of weights and copy them in the correct directory in stable-diffusion-webui/models
  • To create a file named words.txt in which you can put the words you want the evolutionary strategy to work with (one word per line).
  • run python evo_sd.py
  • At each generation, the evolutionary strategy will present 8 images. You can click on your 4 favorites which will trigger the creation of a new generation. Slowly the images will converge toward what you like.