LAPTOP-Diff: Layer Pruning and Normalized Distillation for Compressing Diffusion Models

Dingkun Zhang, Sijia Li, Chen Chen +2

In the era of AIGC, the demand for low-budget or even on-device applications of diffusion models emerged. In terms of compressing the Stable Diffusion models (SDMs), several approa…