Prefill Vs Decode Explained In 60 Seconds

Summary

Why does your GPU hit 100% utilization during Inference is not one single process. This lesson breaks down its two phases: LLMs can process a long prompt quickly, but generating a long answer takes much more time. Because LLM inference happens ... Why does an LLM pause before streaming out its response? In this video, we break down LLM inference into its two foundational ... Your model runs twice for every request you send it. Same weights, same GPU, same line of code, and the two runs behave so ... Learn how AI language models process your prompts in two distinct stages: Video 1 of 6 | Mastering LLM Techniques: Inference Optimization. In this episode we break down the two fundamental phases of ... We gave an AI model a prompt that was eleven thousand words long, and it sat there for a minute and a half without writing a ... Why does an LLM process your prompt quickly but generate its response one token at a time?** The answer lies in two ... Why are your expensive GPUs sitting idle while your text generation maxes out? In this complete guide to LLM inference, we strip ... Ever wondered what happens inside an LLM after you submit a prompt? In this video, we break down LLM Inference, focusing on ...