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Latent Consistency Models: Synthesizing High-Resolution Images with Few-step Inference
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2026-02-20 15:41:19
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Latent Consistency Models: Synthesizing High-Resolution Images with Few-step Inference Latent Consistency Models Synthesizing High-Resolution Images with Few-step Inference Simian Luo* Yiqin Tan* Longbo Huang † Jian Li † Hang Zhao † Simian Luo* Yiqin Tan* Longbo Huang † Jian Li † Hang Zhao † Institute for Interdisciplinary Information Sciences, Tsinghua University arXiv Paper Code 🔥 Hugging Face 🤗 Demo Hugging Face 🤗 Model " LCMs: The next generation of generative models after Latent Diffusion Models (LDMs). " Abstract We propose Latent Consistency Models ( LCMs ) to 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). Viewing the guided reverse diffusion process as solving an augmented ...
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