Delta-SVD: Efficient Compression for Personalized Text-to-Image Models

Tangyuan Zhang, Shangyu Chen, Qixiang Chen +1

Personalized text-to-image models such as DreamBooth require fine-tuning large-scale diffusion backbones, resulting in significant storage overhead when maintaining many subject-sp…