DilateQuant: Accurate and Efficient Diffusion Quantization via Weight Dilation

Xuewen Liu, Zhikai Li, Minhao Jiang +3

Model quantization is a promising method for accelerating and compressing diffusion models. Nevertheless, since post-training quantization (PTQ) fails catastrophically at low-bit c…