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
| Model | chrF++ (FLORES-200 dev) | Licence |
|---|---|---|
| English to Chinese best scored translate-en-zh | 23.1 Limited | Apache-2.0 |
From Chinese
| Model | chrF++ (FLORES-200 dev) | Licence |
|---|---|---|
| Chinese to English best scored translate-zh-en | 51.5 Good | CC-BY-4.0 |
| Chinese to Italian translate-zh-it | 34.8 Usable | Apache-2.0 |
| Chinese to Bulgarian translate-zh-bg | 34.4 Usable | Apache-2.0 |
| Chinese to Dutch translate-zh-nl | 30.7 Usable | Apache-2.0 |
| Chinese to Hebrew translate-zh-he | 30.2 Usable | Apache-2.0 |
| Chinese to Finnish translate-zh-fi | 29.3 Limited | Apache-2.0 |
| Chinese to German translate-zh-de | 28.3 Limited | Apache-2.0 |
| Chinese to Vietnamese translate-zh-vi | 28.1 Limited | Apache-2.0 |
| Chinese to Swedish translate-zh-sv | 27.4 Limited | Apache-2.0 |
| Chinese to Ukrainian translate-zh-uk | 10.9 Not recommended | Apache-2.0 |
| Chinese to Japanese translate-tc-big-zh-ja | 1.4 Not recommended | CC-BY-4.0 |
| Chinese to Malay translate-zh-ms | not in FLORES-200 | Apache-2.0 |
Chinese speech-to-text
| Model | Formats | Licence |
|---|---|---|
| listen-windy-lingua-zh | safetensors | Apache-2.0 lineage under review |
| listen-windy-lingua-zh-ct2 | ct2-int8 | Apache-2.0 lineage under review |
Scores: chrF++ on FLORES-200 dev, 48 sentences, measured 2026-08-04. Method.