Post-Training Quantization via Residual Truncation and Zero Suppression for Diffusion Models

Donghoon Kim, Dongyoung Lee, Ik Joon Chang +1

Diffusion models achieve high-quality image generation but face deployment challenges due to their high computational requirements. Although 8-bit outlier-aware post-training quant…