A detailed technical breakdown explores the mathematical foundations of TurboQuant. The analysis simplifies complex quantization logic to explain how weights are compressed without losing precision. This serves as a practical guide for developers optimizing LLM inference. It strips away the marketing fluff to reveal the actual arithmetic driving the tool.