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Optimizing Jagged Flash Attention with TLX: The Road Toward SOTA FA4 on Blackwell

calendar_today October 1, 2026 person Han Xu, Jacky Zhou, Jackie (Jiaqi) Xu, Hongtao Yu, Peng Chen (Dev Infra), Darren Liu, Dev (Devashish) Shankar, Max Leung, Nick Riasanovsky, Hao Yan, Manman Ren, Yuanwei (Kevin) Fang domain pytorch

TL;DR In this blog post, we present our work on Jagged Flash Attention (JFA) — the attention kernel behind Meta’s Generative Ads Model (GEM) — on NVIDIA Blackwell (B200), built…

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