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karras

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A simple, easy-to-understand library for diffusion models using Flax and Jax. Includes detailed notebooks on DDPM, DDIM, and EDM with simplified mathematical explanations. Made as part of my journey for learning and experimenting with generative AI.

  • Updated May 6, 2025
  • Jupyter Notebook

Simple KES blends single or multiple schedulers and provides a noise schedule for high-quality images with adaptable detail, real-time config reloading, and parameter randomization for creative flexibility or research purposes.

  • Updated Jul 18, 2025
  • Python

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