Demystifying Transformer Inference: Prefill, Decode, and the Mechanics of KV Caching in PyTorch
Executive Overview In the lifecycle of a deep learning model, training and inference are often treated as two…
Deep-Dive Analysis: The Architectural Evolution of LLM Inference Batching
Executive Overview In the high-stakes deployment of enterprise Large Language Models (LLMs), hardware efficiency is directly tied to…