Multi-Head Latent Attention vs GQA vs MQA: KV-Cache Compression Explained Posted by By MPRAUTO MPRAUTO October 7, 2026Posted inAINo Comments Multi-head latent attention vs GQA and MQA explained: how each shrinks the KV cache, the low-rank projection math behind DeepSeek MLA, memory arithmetic.