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Colorful illustration

Hugging Face Spaces

  • This is a project that allows you to create colorful illustration images using text prompts..
    • ex: "a colorful baby panda"
  • Finetuning was done using lora based on SDXL 1.0.

How to use

  • Environment: testing

    diffusers==0.21.4
    transformers==4.35.0
    opencv-python
    torch==1.12.0+cu113
    accelerate==0.24.1
    
  • RUN

    • python app.py

      app.py

  • Prompt

    • Please include "a colorful" to write the simple prompt you want to create.
  • (option) Advanced option

    • Number of steps: how many steps are used in inference.
    • Guidance scale: how much weight the prompt gives to the model.
    • Seed: adjust the seed value you want.
    • Randomize seed: check when you want the seed of a random value.
    • Additional prompt: write additionally in Prompt. (ex: high quality)
    • Negative prompt: write it so that objects you do not want are not created.

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SDXL finetuning using kohya-ss LoRA method.

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