SnapGen Generates 1024px Images in 1.4 s with Lightweight On‑Device Architecture

SnapGen is a 379 M‑parameter text‑to‑image diffusion model that produces 1024 px images on mobile devices in about 1.4 seconds, using a compact U‑Net design, multi‑stage knowledge distillation, step distillation, and optimized training tricks to outperform much larger models on standard benchmarks.

Mobile AISnapGendiffusion models

0 likes · 22 min read

SnapGen Generates 1024px Images in 1.4 s with Lightweight On‑Device Architecture

AIWalker

Jan 12, 2025 · Artificial Intelligence

SnapGen Generates 1024px Images in 1.4 s with Lightweight On‑Device Architecture

SnapGen introduces a compact 379M‑parameter diffusion model that produces 1024‑pixel text‑to‑image results in about 1.4 seconds on a mobile device, achieving competitive FID scores and outperforming much larger models through a series of architecture refinements, advanced training tricks, and multi‑level knowledge distillation.

Mobile AISnapGendiffusion models

0 likes · 23 min read

SnapGen Generates 1024px Images in 1.4 s with Lightweight On‑Device Architecture

SnapGen Generates 1024px Images in 1.4 s with Lightweight On‑Device Architecture

SnapGen Generates 1024px Images in 1.4 s with Lightweight On‑Device Architecture

SnapGen Generates 1024px Images in 1.4 s with Lightweight On‑Device Architecture