This repository implements Latent Consistency Models and LCM-LoRA, techniques for accelerating diffusion model inference. It enables high-resolution image synthesis in few sampling steps by distilling the consistency model concept into latent space. The project provides training scripts and LoRA adapters for Stable Diffusion variants including SD-XL, SSD-1B, and SD-V1.5.