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Tokka-Bench: Evaluating Tokenizers Across 100 Natural and 20 Programming Languages

Gubler, Ben
arXiv (All) · Papers
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computation-and-language
Large language models rely on subword tokenizers whose quality varies across languages, yet no standardized multi-metric framework exists for broad comparative evaluation. We introduce Tokka-Bench, an open-source framework that evaluates tokenizers on five complementary metrics -- bytes per token, u
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