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Pashmina Cameron

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#machine learning Preprint Aug 2026

Sliding-window beats linear attention

This work shows that Sliding Window Attention (SWA) with sinks performs as well or better than post-trained Linear Attention models, and recommends switching to SWA instead of post-training linear models.

Alexia Jolicoeur-Martineau, R. Sukthanker, Pashmina Cameron et al. · 0 citations