Model Serving

Model serving bridges the gap between a great model and a production system. vLLM’s PagedAttention revolutionised GPU memory management for transformer inference. Speculative decoding trades small model predictions for faster generation. Understanding these primitives lets you choose between hosted APIs, self-hosted inference, and edge deployment intelligently.