vLLM Deep Dive: How PagedAttention, Continuous Batching and the V1 Engine Serve LLMs in Production
Every layer above it routes, scales and governs requests. vLLM is the layer that turns GPU memory into tokens.
Every layer above it routes, scales and governs requests. vLLM is the layer that turns GPU memory into tokens.
One OpenAI-compatible endpoint, model-aware routing, GPU-aware scheduling, and scaling driven by inference pressure, not CPU
