High-Throughput LLM Serving: Continuous Batching & PagedAttention Internals in vLLM
An enterprise LLM infrastructure engineering guide to high-throughput model serving. We dissect continuous iteration-level batching, PagedAttention virtual memory management, prefill-decode disaggregation, and maximizing tokens/sec/dollar.
9/2/202624 min read