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Xhosa translation and speech models xh

5 models into Xhosa, 4 from Xhosa. Best scored into Xhosa: English to Xhosa (chrF++ 39.1). Best scored from Xhosa: Xhosa to English (chrF++ 44.9).

Into Xhosa

ModelchrF++ (FLORES-200 dev)Licence
English to Xhosa best scored
translate-en-xh
39.1 UsableApache-2.0
Swedish to Xhosa
translate-sv-xh
34.0 UsableApache-2.0
Finnish to Xhosa
translate-fi-xh
33.0 UsableApache-2.0
Spanish to Xhosa
translate-es-xh
32.8 UsableApache-2.0
French to Xhosa
translate-fr-xh
32.2 UsableApache-2.0

From Xhosa

ModelchrF++ (FLORES-200 dev)Licence
Xhosa to English best scored
translate-xh-en
44.9 UsableApache-2.0
Xhosa to French
translate-xh-fr
33.5 UsableApache-2.0
Xhosa to Swedish
translate-xh-sv
32.7 UsableApache-2.0
Xhosa to Spanish
translate-xh-es
31.7 UsableApache-2.0

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