With Stable Diffusion 1.4, the weights file is roughly 4GB, but it represents knowledge about hundreds of millions of images. Examples of using Stable Diffusion to compress images.

Stable Diffusion 3 also utilizes "flow matching," which is a technique for creating AI models that can generate images by learning how to transition from random noise to a structured image smoothly.