Ecosystem & Stack: diffusers

A state-of-the-art library for Parameter-Efficient Fine-Tuning (PEFT) of large pretrained models, drastically reducing computational and storage costs.

Enables fast and efficient multi-concept customization of text-to-image diffusion models like Stable Diffusion using a few images.

Enables rapid and efficient fine-tuning of diffusion models, particularly Stable Diffusion, using Low-rank Adaptation (LoRA) to generate high-quality, custom images with significantly smaller model sizes.