The Illustrated Stable Diffusion – Jay Alammar – Visualizing machine learning one concept at a time.

https://jalammar.github.io/illustrated-stable-diffusion/

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(V2 Nov 2022: Updated images for more precise description of forward diffusion thanks to Jeremy and Hamel. A few more images in this version)