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Isthmus Zapotec translation models zai

1 model into Isthmus Zapotec, 1 from Isthmus Zapotec.

Which open models work for Isthmus Zapotec?

Windy Translate lists 1 open translation model into Isthmus Zapotec and 1 from Isthmus Zapotec. All of them can be downloaded from Hugging Face and run on your own hardware. By licence: 2 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 Isthmus Zapotec: no direct model here. Isthmus Zapotec to English: no direct model here.

Speech-to-text. No speech model here covers Isthmus Zapotec: 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 Isthmus Zapotec

ModelchrF++ (FLORES-200 dev)Licence
Spanish to Isthmus Zapotec
translate-es-zai
not in FLORES-200Apache-2.0

From Isthmus Zapotec

ModelchrF++ (FLORES-200 dev)Licence
Isthmus Zapotec to Spanish
translate-zai-es
not in FLORES-200Apache-2.0

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