MultiHead Attention

Table of Contents KV Cache Optimization via Multi-Head Latent Attention Recap of KV Cache The Need for KV Cache Optimization Multi-Head Latent Attention (MLA) Low-Rank KV Projection Up-Projection Decoupled Rotary Position Embeddings (RoPE) RoPE in Standard MHA Challenges in MLA:…

Table of Contents Introduction to KV Cache Optimization Using Grouped Query Attention Understanding the KV Cache Grouped Query Attention What Is Grouped Query Attention? How Grouped Query Attention Reduces KV Cache? Implementing KV Caching via Grouped Query Attention Grouped Query…