EdgeFusion On-Device Text-to-Image Generation скачать в хорошем качестве

EdgeFusion On-Device Text-to-Image Generation

In this episode, we discuss EdgeFusion: On-Device Text-to-Image Generation by Thibault Castells Hyoung-Kyu Song Tairen Piao Shinkook Choi Bo-Kyeong Kim Hanyoung Yim Changgwun Lee Jae Gon Kim Tae-Ho Kim. The paper "EdgeFusion: On-Device Text-to-Image Generation" focuses on adapting and optimizing the Stable Diffusion (SD) model to efficiently operate on edge devices with limited computational resources. EdgeFusion introduces a compact SD variant called BK-SDM, utilizes advanced distillation processes with superior data quality, and incorporates efficient deployment techniques such as quantization and graph optimization for rapid image generation. These enhancements enable the production of high-quality, text-aligned images on low-resource devices, demonstrating significant improvements over traditional methods and making real-time generative applications feasible on such hardware.