Dhruv Pai
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126
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ML×1AI×1NLP×1
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2026
Parallax: Parameterized Local Linear Attention for Language Modeling
The paper introduces Parallax, a scalable and numerically stable parameterized Local Linear Attention mechanism that significantly improves LLM performance and efficiency compared to existing methods like FlashAttention.
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Papers
cs.LGcs.AIcs.CLRecentMay 27, 2026
Parallax: Parameterized Local Linear Attention for Language Modeling
Yifei Zuo, Dhruv Pai, Zhichen Zeng, Alec Dewulf +2 more
The paper introduces Parallax, a scalable and numerically stable parameterized Local Linear Attention mechanism that significantly improves LLM performance and efficiency compared to existing methods…
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