Polish translation and speech-to-text models pl

9 models into Polish, 10 from Polish, 12 speech-to-text. Best scored into Polish: German to Polish (chrF++ 48.9). Best scored from Polish: Polish to English (chrF++ 54.5).

Which open models work for Polish?

Windy Translate lists 9 open translation models into Polish and 10 from Polish. All of them can be downloaded from Hugging Face and run on your own hardware. By licence: 19 Apache-2.0 (terms and attribution text: licensing). 15 of them have a screening score on FLORES-200. The best scored into Polish is translate-de-pl (chrF++ 48.9, Good). The best scored from Polish is translate-pl-en (chrF++ 54.5, Good).

With English. English to Polish: no direct model here. Polish to English: translate-pl-en (chrF++ 54.5, Good).

By band, the scored Polish models are 7 Good, 5 Usable and 3 Limited (Excellent is chrF++ 60 or more, Good 45 to 60, Usable 30 to 45, Limited 15 to 30). A score is a 48-sentence screening of news and encyclopedia text, not a measure of accuracy, and a difference of a point or two is noise. How we measured.

Speech-to-text. Whisper's tokenizer lists Polish as one of its languages, so all 12 multilingual Whisper-based models here can transcribe it: see the speech models. Accuracy differs a lot between languages and model sizes, and this site has not measured speech accuracy.

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 Polish

From Polish

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