What Are the Two Steps of LLM Inference?
Large language models like GPT-4, Claude, and Llama generate text through a process that appears seamless to users but actually unfolds in two distinct computational phases: the prefill phase and the decode phase. Understanding these two steps is fundamental to grasping how LLMs work, why they behave the way they do, and what engineering challenges … Read more