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arXiv cs.CL · Papers

Key-Value Means: Transformers with Expandable Block-Recurrent Compressed Memory

arXiv:2605.09877v4 Announce Type: replace-cross Abstract: Recall presents a difficult choice: transformers have a linearly growing memory that slows each successive token, while linear RNNs typically have fixed costs but limited recall. We present Key-Value Means ("KVM"), a novel block-recurrence for attention that can