rost-tok-ro-normalized

Romanian BPE tokenizer, 32,768 vocab, trained on cedilla-normalized text.

Measured fertility

tokenizer tokens/word on Romanian
English-only (control) 2.8421
Romanian, raw (mixed encodings) 1.5660
Romanian, normalized 1.5571
Romanian, diacritics stripped 1.5190 — but 2.0083 on correct Romanian

A Romanian tokenizer is worth 1.8× over an English one. Stripping diacritics looks 2.5% better on de-diacriticised text and is 29% worse on correct Romanian, because it byte-falls-back on every ș ț ă â î.

See https://github.com/StefanIancu/rost for the full experiment.

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