TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models

Seokho Han, Dongwei Wang, Jinhee Kim +4

Static quantization assigns one weight precision to every denoising step. To preserve quality, that precision must accommodate the most quantization-sensitive step, even though man…