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Chinese translation and speech models zh

1 model into Chinese, 12 from Chinese, 2 speech-to-text. Best scored into Chinese: English to Chinese (chrF++ 23.1). Best scored from Chinese: Chinese to English (chrF++ 51.5).

Into Chinese

ModelchrF++ (FLORES-200 dev)Licence
English to Chinese best scored
translate-en-zh
23.1 LimitedApache-2.0

From Chinese

ModelchrF++ (FLORES-200 dev)Licence
Chinese to English best scored
translate-zh-en
51.5 GoodCC-BY-4.0
Chinese to Italian
translate-zh-it
34.8 UsableApache-2.0
Chinese to Bulgarian
translate-zh-bg
34.4 UsableApache-2.0
Chinese to Dutch
translate-zh-nl
30.7 UsableApache-2.0
Chinese to Hebrew
translate-zh-he
30.2 UsableApache-2.0
Chinese to Finnish
translate-zh-fi
29.3 LimitedApache-2.0
Chinese to German
translate-zh-de
28.3 LimitedApache-2.0
Chinese to Vietnamese
translate-zh-vi
28.1 LimitedApache-2.0
Chinese to Swedish
translate-zh-sv
27.4 LimitedApache-2.0
Chinese to Ukrainian
translate-zh-uk
10.9 Not recommendedApache-2.0
Chinese to Japanese
translate-tc-big-zh-ja
1.4 Not recommendedCC-BY-4.0
Chinese to Malay
translate-zh-ms
not in FLORES-200Apache-2.0

Chinese speech-to-text

ModelFormatsLicence
listen-windy-lingua-zhsafetensorsApache-2.0 lineage under review
listen-windy-lingua-zh-ct2ct2-int8Apache-2.0 lineage under review

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