Models Families
- StableDiffusion
- StableDiffusionXL
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Optimization techniques
Latent Consistency Models (LCM)
LCMs overcome the slow iterative sampling process of Latent Diffusion models (LDMs), enabling fast inference with minimal steps on any pre-trained LDMs (e.g Stable Diffusion). LCMs predict its solution directly in latent space, achieving super fast inference with few steps. A high-quality 768x768 LCM, distilled from Stable Diffusion, requires only 32 A100 GPU training hours (8 node for only 4 hours) for 2~4-step inference.