Tokka-Bench: Evaluating Tokenizers Across 100 Natural and 20 Programming Languages
Tokka-Bench is introduced, an open-source framework that evaluates tokenizers on five complementary metrics -- bytes per token, unique token coverage, subword fertility, word-split rate, and vocabulary composition -- across 100 natural languages and 20 programming languages, using language-aware segmentation adapted to...