Library
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Diffusers

State-of-the-art diffusion models for image and audio generation.

#Generative AI#Diffusion#Stable Diffusion#Vision

Overview

Diffusers is the go-to library for state-of-the-art pretrained diffusion models for generating images, audio, and even 3D structures. It’s designed to be simple, easy to use, and flexible.

Features

  • Pipeline API: Single-call pipelines for complex text-to-image workflows.
  • Schedulers: Multiple noise schedulers to balance speed and quality.
  • Training Scripts: Everything you need for Dreambooth and LoRA fine-tuning.

Use Cases

  • Generating photorealistic images from text prompts.
  • Audio synthesis and noise removal.
  • Scientific modelling for molecule and protein folding.