Zande translation models zne
3 models into Zande, 4 from Zande.
Which open models work for Zande?
Windy Translate lists 3 open translation models into Zande and 4 from Zande. All of them can be downloaded from Hugging Face and run on your own hardware. By licence: 7 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 Zande: no direct model here. Zande to English: no direct model here.
Speech-to-text. No speech model here covers Zande: 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 Zande
| Model | chrF++ (FLORES-200 dev) | Licence |
|---|---|---|
| Finnish to Zande translate-fi-zne | not in FLORES-200 | Apache-2.0 |
| French to Zande translate-fr-zne | not in FLORES-200 | Apache-2.0 |
| Swedish to Zande translate-sv-zne | not in FLORES-200 | Apache-2.0 |
From Zande
| Model | chrF++ (FLORES-200 dev) | Licence |
|---|---|---|
| Zande to Spanish translate-zne-es | not in FLORES-200 | Apache-2.0 |
| Zande to Finnish translate-zne-fi | not in FLORES-200 | Apache-2.0 |
| Zande to French translate-zne-fr | not in FLORES-200 | Apache-2.0 |
| Zande to Swedish translate-zne-sv | not in FLORES-200 | Apache-2.0 |
Scores: chrF++ on FLORES-200 dev, 48 sentences, measured 2026-08-04. Method.