readme: ---
  license: creativeml-openrail-m
  tags:
  - pytorch
  - diffusers
  - stable-diffusion
  - text-to-image
  - diffusion-models-class
  - dreambooth-hackathon
  - science
  widget:
  - text: top rated photo of mafra fractal in the shape of seashells.
  ---
  
  ## Description
  This is a Stable Diffusion model fine-tuned on Mandelbrot fractal images for the DreamBooth Hackathon 🔥 science theme. To participate or learn more, visit [this page](https://huggingface.co/dreambooth-hackathon). 
  
  To generate Mandelbrot fractals, use **a photo of mafra fractal in the shape of [your choice]** or experiment with other variations. CFG scale seems to be the best around 8-9. Additional modifiers and negative prompts may also improve results.
  
  ## Examples
  *a photo of mafra fractal in the shape of a squid.*
  ![squid fractal](https://i.imgur.com/UHJ5K7J.png)
  *a photo of mafra fractal in the shape of seashells.*
  ![seashell fractal](https://i.imgur.com/PgzEOAV.png)
  *a photo of mafra fractal in the shape of jungle foliage.*
  ![jungle fractal](https://i.imgur.com/v6ISc3u.png)
  *a photo of mafra fractal in the shape of a beautiful flower.*
  ![flower fractal](https://i.imgur.com/9VIk2Jc.png)
  
  
  ## Usage
  
  ```python
  from diffusers import StableDiffusionPipeline
  
  pipeline = StableDiffusionPipeline.from_pretrained('baruga/mandelbrot-fractals')
  image = pipeline().images[0]
  image
  ```
  