Shypd.aiThe largest open index of AI toolsDeepCache is an AI Agents & Automation tool that accelerates diffusion models. It offers a training-free and almost lossless paradigm to speed up models like Stable Diffusion by reusing high-level features.
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DeepCache introduces a novel, training-free, and almost lossless method to accelerate diffusion models by optimizing their architecture. It reuses high-level features while efficiently updating low-level features, significantly boosting performance. The tool supports various models including Stable Diffusion, Stable Diffusion XL, Stable Video Diffusion, and their inpainting/img2img pipelines, as well as DDPM. It is compatible with popular sampling algorithms like DDIM and PLMS. DeepCache has demonstrated substantial acceleration, for instance, speeding up Stable Diffusion v1.5 by 2.3x with minimal impact on quality, and LDM-4-G(ImageNet) by 4.1x. Its plug-and-play implementation requires no modifications to existing diffuser's code, making it highly accessible for developers.
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