notesum.ai
Published at December 9Efficiency Meets Fidelity: A Novel Quantization Framework for Stable Diffusion
cs.CV
Released Date: December 9, 2024
Authors: Shuaiting Li1, Juncan Deng1, Zeyu Wang1, Hong Gu2, Kedong Xu2, Haibin Shen1, Kejie Huang1
Aff.: 1Zhejiang University; 2vivo Mobile Communication Co., Ltd

| Methods | Prompts | Size | Time | FID-to-FP |
| 50steps/prompt | 4000 | 6G | 1.8h | 10.12 |
| 1steps/prompt | 20000 | 0.6G | 4h | 10.14 |