vLLM Architecture: PageAttention Mechanism and KV Cache Management

Understanding PageAttention Memory Optimization PageAttention serves as a critical memory management strategy within high-performance inference engines, distinct from attention mechanism variants like MLA. Its primary goal is to resolve inefficiencies associated with traditional Key-Value (KV) cache allocation. Standard implementations often su ...

Posted on Sun, 18 Oct 2026 16:23:23 +0000 by anauj0101