Multi-head Attention vs Grouped-Query Attention vs Multi-query Attention

As of 2026-05-29

Senior field guide for Multi-head Attention vs Grouped-Query Attention vs Multi-query Attention: decision framing, architecture implications, control design, current-source intelligence, and client-ready delivery artifacts.