Inside vLLM: Anatomy of a High-Throughput LLM Inference System
Explore the core components and features of vLLM's high-throughput LLM inference system.
This article introduces the core components and advanced features of modern high-throughput LLM inference systems, particularly focusing on how vLLM operates. It provides a detailed breakdown of the system, starting with the LLM engine, scaling, serving layers, and benchmarking, ensuring a comprehensive understanding of its architecture.