An Information-Theoretic Perspective on LLM Tokenizers

Mete Erdogan, Abhiram Gorle, Shubham Chandak +2

Large language model (LLM) tokenizers act as structured compressors: by mapping text to discrete token sequences, they determine token count (and thus compute and context usage) an…