Learning Diffusion Models From Scratch

This Colab was created to help you (and me) understand the inner workings of an image diffusion model.

After going through this Colab you will:

      • Learn the basic theory behind a denoising diffusion model
      • Implement a toy MLP model from scratch to generate MNIST images
      • Connect the learning from the toy model to real models, such as Stable Diffusion

    Read the full piece here.