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YouTubeXiaol.x
Parallax Explained: Local Linear Attention That Learns to Beat Softmax
This video explains Parallax: Parameterized Local Linear Attention for Language Modeling from arXiv:2605.29157. Parallax starts from a simple idea: softmax attention behaves like a local weighted average, but local evidence often has slope and structure. The paper turns Local Linear Attention into a scalable Transformer attention mechanism by ...
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