Italian translation and speech models it
40 models into Italian, 16 from Italian, 2 speech-to-text. Best scored into Italian: English to Italian (chrF++ 56.4). Best scored from Italian: Italian to English (chrF++ 57.9).
Into Italian
| Model | chrF++ (FLORES-200 dev) | Licence |
|---|---|---|
| English to Italian best scored translate-tc-big-en-it | 56.4 Good | CC-BY-4.0 |
| English to Italian translate-en-it | 54.2 Good | Apache-2.0 |
| German to Italian translate-de-it | 52.3 Good | Apache-2.0 |
| Spanish to Italian translate-es-it | 48.8 Good | Apache-2.0 |
| Catalan to Italian translate-ca-it | 47.1 Good | Apache-2.0 |
| Bulgarian to Italian translate-bg-it | 46.2 Good | Apache-2.0 |
| Finnish to Italian translate-fi-it | 45.0 Good | Apache-2.0 |
| Lithuanian to Italian translate-lt-it | 44.3 Usable | Apache-2.0 |
| Hebrew to Italian translate-he-it | 44.1 Usable | Apache-2.0 |
| Ukrainian to Italian translate-uk-it | 42.3 Usable | Apache-2.0 |
| Vietnamese to Italian translate-vi-it | 41.3 Usable | Apache-2.0 |
| Icelandic to Italian translate-is-it | 38.2 Usable | Apache-2.0 |
| Japanese to Italian translate-ja-it | 37.9 Usable | Apache-2.0 |
| Chinese to Italian translate-zh-it | 34.8 Usable | Apache-2.0 |
| Esperanto to Italian translate-eo-it | 27.8 Limited | Apache-2.0 |
| Arabic to Italian translate-ar-it | not in FLORES-200 | Apache-2.0 |
| Malay to Italian translate-ms-it | not in FLORES-200 | Apache-2.0 |
| Austro-Asiatic languages to French, Italian, Portuguese and Spanish translate-tc-bible-big-aav-fra_ita_por_spa | not in FLORES-200 | Apache-2.0 |
| Afro-Asiatic languages to French, Italian, Portuguese and Spanish translate-tc-bible-big-afa-fra_ita_por_spa | not in FLORES-200 | Apache-2.0 |
| Finno-Ugrian languages to French, Italian, Portuguese and Spanish translate-tc-bible-big-fiu-fra_ita_por_spa | not in FLORES-200 | Apache-2.0 |
| Germanic languages to French, Italian, Portuguese and Spanish translate-tc-bible-big-gem-fra_ita_por_spa | not in FLORES-200 | Apache-2.0 |
| West Germanic languages to French, Italian, Portuguese and Spanish translate-tc-bible-big-gmw-fra_ita_por_spa | not in FLORES-200 | Apache-2.0 |
| Italic languages to French, Italian, Portuguese and Spanish translate-tc-bible-big-itc-fra_ita_por_spa | not in FLORES-200 | Apache-2.0 |
| Austronesian languages to French, Italian, Portuguese and Spanish translate-tc-bible-big-map-fra_ita_por_spa | not in FLORES-200 | Apache-2.0 |
| Mon-Khmer languages to French, Italian, Portuguese and Spanish translate-tc-bible-big-mkh-fra_ita_por_spa | not in FLORES-200 | Apache-2.0 |
| Malayo-Polynesian languages to French, Italian, Portuguese and Spanish translate-tc-bible-big-poz-fra_ita_por_spa | not in FLORES-200 | Apache-2.0 |
| Western Malayo-Polynesian languages to French, Italian, Portuguese and Spanish translate-tc-bible-big-pqw-fra_ita_por_spa | not in FLORES-200 | Apache-2.0 |
| Uralic languages to French, Italian, Portuguese and Spanish translate-tc-bible-big-urj-fra_ita_por_spa | not in FLORES-200 | Apache-2.0 |
| East Slavic languages to Italian translate-tc-big-zle-it | not in FLORES-200 | CC-BY-4.0 |
| Austro-Asiatic languages to French, Italian, Portuguese and Spanish translate-tcbig-bible_aav-fra_ita_por_spa | not in FLORES-200 | Apache-2.0 |
| Afro-Asiatic languages to French, Italian, Portuguese and Spanish translate-tcbig-bible_afa-fra_ita_por_spa | not in FLORES-200 | Apache-2.0 |
| Finno-Ugrian languages to French, Italian, Portuguese and Spanish translate-tcbig-bible_fiu-fra_ita_por_spa | not in FLORES-200 | Apache-2.0 |
| Germanic languages to French, Italian, Portuguese and Spanish translate-tcbig-bible_gem-fra_ita_por_spa | not in FLORES-200 | Apache-2.0 |
| West Germanic languages to French, Italian, Portuguese and Spanish translate-tcbig-bible_gmw-fra_ita_por_spa | not in FLORES-200 | Apache-2.0 |
| Italic languages to French, Italian, Portuguese and Spanish translate-tcbig-bible_itc-fra_ita_por_spa | not in FLORES-200 | Apache-2.0 |
| Austronesian languages to French, Italian, Portuguese and Spanish translate-tcbig-bible_map-fra_ita_por_spa | not in FLORES-200 | Apache-2.0 |
| Mon-Khmer languages to French, Italian, Portuguese and Spanish translate-tcbig-bible_mkh-fra_ita_por_spa | not in FLORES-200 | Apache-2.0 |
| Malayo-Polynesian languages to French, Italian, Portuguese and Spanish translate-tcbig-bible_poz-fra_ita_por_spa | not in FLORES-200 | Apache-2.0 |
| Western Malayo-Polynesian languages to French, Italian, Portuguese and Spanish translate-tcbig-bible_pqw-fra_ita_por_spa | not in FLORES-200 | Apache-2.0 |
| Uralic languages to French, Italian, Portuguese and Spanish translate-tcbig-bible_urj-fra_ita_por_spa | not in FLORES-200 | Apache-2.0 |
From Italian
| Model | chrF++ (FLORES-200 dev) | Licence |
|---|---|---|
| Italian to English best scored translate-it-en | 57.9 Good | Apache-2.0 |
| Italian to French translate-it-fr | 57.7 Good | Apache-2.0 |
| Italian to German translate-it-de | 51.5 Good | Apache-2.0 |
| Italian to Swedish translate-it-sv | 50.6 Good | Apache-2.0 |
| Italian to Spanish translate-it-es | 49.9 Good | Apache-2.0 |
| Italian to Catalan translate-it-ca | 49.8 Good | Apache-2.0 |
| Italian to Bulgarian translate-it-bg | 48.0 Good | Apache-2.0 |
| Italian to Lithuanian translate-it-lt | 43.5 Usable | Apache-2.0 |
| Italian to Vietnamese translate-it-vi | 43.3 Usable | Apache-2.0 |
| Italian to Ukrainian translate-it-uk | 37.0 Usable | Apache-2.0 |
| Italian to Icelandic translate-it-is | 34.4 Usable | Apache-2.0 |
| Italian to Esperanto translate-it-eo | 31.2 Usable | Apache-2.0 |
| Italian to English translate-tc-big-it-en | 1.5 Not recommended | CC-BY-4.0 |
| Italian to Arabic translate-it-ar | not in FLORES-200 | Apache-2.0 |
| Italian to Malay translate-it-ms | not in FLORES-200 | Apache-2.0 |
| Italian to East Slavic languages translate-tc-big-it-zle | not in FLORES-200 | CC-BY-4.0 |
Italian speech-to-text
| Model | Formats | Licence |
|---|---|---|
| listen-windy-lingua-it | safetensors | Apache-2.0 lineage under review |
| listen-windy-lingua-it-ct2 | ct2-int8 | Apache-2.0 lineage under review |
Scores: chrF++ on FLORES-200 dev, 48 sentences, measured 2026-08-04. Method.