M. Blaschko

C-PTQ: Fisher-weighted Channel-wise Sensitivity for Post-training Quantization of MLLMs

C-PTQ is proposed, a unified channel-wise PTQ method that harmonizes task-specific loss perturbation and quantization error and achieves state-of-the-art performance without auxiliary modules like LoRA, thereby maintaining high efficiency.