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Vishesh Tripathi

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#machine learning Preprint Sep 2026

Grouped Value Attention: Efficient KV Caching via On-Demand Key Reconstruction

This work introduces Grouped Value Attention (GVA), which stores grouped values and reconstructs content keys with a learned linear map at inference, which can be absorbed into the query, eliminating the need to materialize content keys in the intended decode path.

Vishesh Tripathi, Abhay Kumar, Ramsha Khan · 0 citations