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#artificial intelligence Preprint Mar 2026

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...

B. Gubler · 0 citations

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