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Brazilian Sign Language translation models bzs

6 models into Brazilian Sign Language, 5 from Brazilian Sign Language.

Which open models work for Brazilian Sign Language?

Windy Translate lists 6 open translation models into Brazilian Sign Language and 5 from Brazilian Sign Language. All of them can be downloaded from Hugging Face and run on your own hardware. By licence: 11 Apache-2.0 (terms and attribution text: licensing). None of them has a screening score yet: FLORES-200, the test set used here, does not cover these pairs, so test them on your own text before you rely on them.

With English. English to Brazilian Sign Language: translate-en-bzs (not yet scored). Brazilian Sign Language to English: translate-bzs-en (not yet scored). To translate between Brazilian Sign Language and a language with no direct model, you can go through English with these two.

Speech-to-text. No speech model here covers Brazilian Sign Language: there is no dedicated model, and Whisper's tokenizer does not list the language.

Each model page has a short snippet to download and run the model yourself, its licence and attribution text, and its score where there is one. Pick the best scored model for your direction, then try it on a few sentences of your own text: a screening score is a starting point, not a guarantee.

Into Brazilian Sign Language

ModelchrF++ (FLORES-200 dev)Licence
German to Brazilian Sign Language
translate-de-bzs
not in FLORES-200Apache-2.0
English to Brazilian Sign Language language-verified
translate-en-bzs
not in FLORES-200Apache-2.0
Spanish to Brazilian Sign Language
translate-es-bzs
not in FLORES-200Apache-2.0
Finnish to Brazilian Sign Language
translate-fi-bzs
not in FLORES-200Apache-2.0
French to Brazilian Sign Language
translate-fr-bzs
not in FLORES-200Apache-2.0
Swedish to Brazilian Sign Language
translate-sv-bzs
not in FLORES-200Apache-2.0

From Brazilian Sign Language

ModelchrF++ (FLORES-200 dev)Licence
Brazilian Sign Language to English
translate-bzs-en
not in FLORES-200Apache-2.0
Brazilian Sign Language to Spanish
translate-bzs-es
not in FLORES-200Apache-2.0
Brazilian Sign Language to Finnish
translate-bzs-fi
not in FLORES-200Apache-2.0
Brazilian Sign Language to French
translate-bzs-fr
not in FLORES-200Apache-2.0
Brazilian Sign Language to Swedish
translate-bzs-sv
not in FLORES-200Apache-2.0

Scores: chrF++ on FLORES-200 dev, 48 sentences, measured 2026-08-04. Method.