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Sonia Rani Gupta

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#small language model Preprint Aug 2026

FlashAttention for Scalable Vector Architectures

This paper presents FlashAttention-V, a blocked FlashAttention for scalable vector architectures that adapts efficiently from short to very long vectors by exploiting parallelism across attention heads, inter-head packing to enable efficient utilization of vector lengths beyond the head dimension, and improving vector...

Sonia Rani Gupta, Nikela Papadopoulou, Miquel Pericàs · 0 citations