Windy TranslateTiv translation models tiv
4 models into Tiv, 3 from Tiv.
Which open models work for Tiv?
Windy Translate lists 4 open translation models into Tiv and 3 from Tiv. 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 Tiv: translate-en-tiv (not yet scored). Tiv to English: translate-tiv-en (not yet scored). To translate between Tiv and a language with no direct model, you can go through English with these two.
Speech-to-text. No speech model here covers Tiv: 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 Tiv
| Model | chrF++ (FLORES-200 dev) | Licence |
|---|---|---|
| English to Tiv language-verified translate-en-tiv | not in FLORES-200 | Apache-2.0 |
| Finnish to Tiv translate-fi-tiv | not in FLORES-200 | Apache-2.0 |
| French to Tiv translate-fr-tiv | not in FLORES-200 | Apache-2.0 |
| Swedish to Tiv translate-sv-tiv | not in FLORES-200 | Apache-2.0 |
From Tiv
| Model | chrF++ (FLORES-200 dev) | Licence |
|---|---|---|
| Tiv to English translate-tiv-en | not in FLORES-200 | Apache-2.0 |
| Tiv to French translate-tiv-fr | not in FLORES-200 | Apache-2.0 |
| Tiv to Swedish translate-tiv-sv | not in FLORES-200 | Apache-2.0 |
Scores: chrF++ on FLORES-200 dev, 48 sentences, measured 2026-08-04. Method.