Diffusers
Library of diffusion model implementations and pipelines.
Overview
Diffusers provides the schedulers, model components and pipelines that image and audio generation systems are assembled from. It solves the problem that a diffusion model is not one network but a pipeline of them plus a noise schedule, and reimplementing that per project is wasted work with many ways to be subtly wrong. It exists because the reference implementation makes the components comparable and the pipelines reusable.
Technology Graph
How Diffusers connects to the rest of the stack.
Applied to
- Image Generation application Applications Diffusers used for Image Generation High ✓ source
Tools
Software that implements or integrates with Diffusers.