Beyond Deflate: Engineering Specialized Entropy Coding for Chat Data

General-purpose compression algorithms like Deflate struggle with the specialized token streams produced by domain-specific models like GN. By transitioning to ANS (Asymmetric Numeral Systems), developers can leverage pre-tuned frequency tables to achieve superior efficiency on structured data that universal tools fail to optimize.