PKU, Tsinghua, Alibaba open-source SparkDiffusion: 265x faster AI video on one RTX 5090

lmoroney · x · 2026-10-01

Researchers from Peking University, Tsinghua, and Alibaba open-sourced SparkDiffusion, cutting 720p Wan2.1 14B video generation from 4,769s to 18s on a single RTX 5090 — about 265x faster — using sparse attention, few-step distillation, and FP8. Code and weights are public. The author notes speed mainly helps iteration; taste, continuity, and story remain the real craft questions.

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