Windy TranslateEfik translation models efi
6 models into Efik, 5 from Efik.
Which open models work for Efik?
Windy Translate lists 6 open translation models into Efik and 5 from Efik. 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 Efik: translate-en-efi (not yet scored). Efik to English: translate-efi-en (not yet scored). To translate between Efik and a language with no direct model, you can go through English with these two.
Speech-to-text. No speech model here covers Efik: 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 Efik
| Model | chrF++ (FLORES-200 dev) | Licence |
|---|---|---|
| German to Efik translate-de-efi | not in FLORES-200 | Apache-2.0 |
| English to Efik language-verified translate-en-efi | not in FLORES-200 | Apache-2.0 |
| Spanish to Efik translate-es-efi | not in FLORES-200 | Apache-2.0 |
| Finnish to Efik translate-fi-efi | not in FLORES-200 | Apache-2.0 |
| French to Efik translate-fr-efi | not in FLORES-200 | Apache-2.0 |
| Swedish to Efik translate-sv-efi | not in FLORES-200 | Apache-2.0 |
From Efik
| Model | chrF++ (FLORES-200 dev) | Licence |
|---|---|---|
| Efik to German translate-efi-de | not in FLORES-200 | Apache-2.0 |
| Efik to English translate-efi-en | not in FLORES-200 | Apache-2.0 |
| Efik to Finnish translate-efi-fi | not in FLORES-200 | Apache-2.0 |
| Efik to French translate-efi-fr | not in FLORES-200 | Apache-2.0 |
| Efik to Swedish translate-efi-sv | not in FLORES-200 | Apache-2.0 |
Scores: chrF++ on FLORES-200 dev, 48 sentences, measured 2026-08-04. Method.