Architectures of Scale: A Technical Report on Long-Context Windows in Transformer Models

Executive Summary The capacity of Large Language Models (LLMs) to process and reason over extensive sequences of information—a capability defined by their “context window”—has become a pivotal frontier in artificial Read More …

Architectures of Efficiency: A Comprehensive Analysis of KV Cache Optimization for Large Language Model Inference

The Foundation: The KV Cache as a Double-Edged Sword The advent of Large Language Models (LLMs) based on the Transformer architecture has catalyzed a paradigm shift in artificial intelligence. Central Read More …