LCMs quickly generate high-quality images in 1-4 steps, disrupting traditional methods that take hundreds of steps. The LCM-LoRA innovation acceleration module provides a universal solution that makes models more efficient. LCMs perform excellently in generating both small and large 1024x1024 images. The breakthrough lies in reducing the number of generation steps, and the distillation process efficiently trains LCMs, marking an important advancement.