Token-Efficient Inference: A Comparative Systems Analysis of vLLM and NVIDIA Triton Serving Architectures

I. Executive Summary: The Strategic Calculus of LLM Deployment The proliferation of Large Language Models (LLMs) has shifted the primary industry challenge from training to efficient, affordable, and high-throughput inference. Read More …