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When Can Attention Heads Be Statically Defined?

Li, Weixian Waylon et al.
arXiv (All) · Papers
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computation-and-language
Some attention heads learn similar patterns across inputs. Reusing these patterns could reduce training cost by avoiding repeated query-key score computation and softmax. Through controlled pretraining comparisons, we identify Selective Attention Freezing (SAF), which selects heads with low attentio
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