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Sliding window attention
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Sliding window attention

Creator
Creator
Seonglae ChoSeonglae Cho
Created
Created
2023 Oct 14 16:52
Editor
Editor
Seonglae ChoSeonglae Cho
Edited
Edited
2026 Sep 2 17:58
Refs
Refs
memory bound 되서 좋다
 
 
 
 
 
Sliding-window beats linear attention
Due to the nature of quadratic attention, Large Language Models (LLMs) consume a lot of memory and energy. Every new token costs more than the previous one. For each additional token, the keys and...
Sliding-window beats linear attention
https://arxiv.org/abs/2608.28444
Sliding-window beats linear attention
 
 
 

Backlinks

Native Sparse AttentionYOCORG-LRUGemma 2

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Texonom
Texonom
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Engineering
Engineering
/Data Engineering/Artificial Intelligence/Machine Learning/Neural Network/Neural Network Structure/Seq2Seq/Attention Mechanism/Attention Mechanism Optimization/Sparse Attention/
Sliding window attention
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