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Tok Pisin translation and speech models tpi

5 models into Tok Pisin, 2 from Tok Pisin. Best scored into Tok Pisin: English to Tok Pisin (chrF++ 35.5). Best scored from Tok Pisin: Tok Pisin to English (chrF++ 28.0).

Into Tok Pisin

ModelchrF++ (FLORES-200 dev)Licence
English to Tok Pisin best scored
translate-en-tpi
35.5 UsableApache-2.0
French to Tok Pisin
translate-fr-tpi
32.2 UsableApache-2.0
Swedish to Tok Pisin
translate-sv-tpi
31.3 UsableApache-2.0
Spanish to Tok Pisin
translate-es-tpi
31.0 UsableApache-2.0
Finnish to Tok Pisin
translate-fi-tpi
30.7 UsableApache-2.0

From Tok Pisin

ModelchrF++ (FLORES-200 dev)Licence
Tok Pisin to English best scored
translate-tpi-en
28.0 LimitedApache-2.0
Tok Pisin to Swedish
translate-tpi-sv
22.2 LimitedApache-2.0

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