[读论文]BK-SDM: A Lightweight, Fast, and Cheap Version of Stable Diffusion

github: GitHub - Nota-NetsPresso/BK-SDM: A Compressed Stable Diffusion for Efficient Text-to-Image Generation [ICCV'23 Demo] [ICML'23 Workshop]


ICML 2023 Workshop on ES-FoMo

简化方式

蒸馏方式(训练Task+蒸馏outKD-FeatKD)

[读论文]BK-SDM: A Lightweight, Fast, and Cheap Version of Stable Diffusion_第1张图片[读论文]BK-SDM: A Lightweight, Fast, and Cheap Version of Stable Diffusion_第2张图片

训练数据集
评测指标 FID IS CLIP

0.22M的精选数据集(还是来自LAION)远小于LAION数据集的2000M对数据

[读论文]BK-SDM: A Lightweight, Fast, and Cheap Version of Stable Diffusion_第3张图片

相关算法数据说明



 

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