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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

ModelchrF++ (FLORES-200 dev)Licence
English to Italian best scored
translate-tc-big-en-it
56.4 GoodCC-BY-4.0
English to Italian
translate-en-it
54.2 GoodApache-2.0
German to Italian
translate-de-it
52.3 GoodApache-2.0
Spanish to Italian
translate-es-it
48.8 GoodApache-2.0
Catalan to Italian
translate-ca-it
47.1 GoodApache-2.0
Bulgarian to Italian
translate-bg-it
46.2 GoodApache-2.0
Finnish to Italian
translate-fi-it
45.0 GoodApache-2.0
Lithuanian to Italian
translate-lt-it
44.3 UsableApache-2.0
Hebrew to Italian
translate-he-it
44.1 UsableApache-2.0
Ukrainian to Italian
translate-uk-it
42.3 UsableApache-2.0
Vietnamese to Italian
translate-vi-it
41.3 UsableApache-2.0
Icelandic to Italian
translate-is-it
38.2 UsableApache-2.0
Japanese to Italian
translate-ja-it
37.9 UsableApache-2.0
Chinese to Italian
translate-zh-it
34.8 UsableApache-2.0
Esperanto to Italian
translate-eo-it
27.8 LimitedApache-2.0
Arabic to Italian
translate-ar-it
not in FLORES-200Apache-2.0
Malay to Italian
translate-ms-it
not in FLORES-200Apache-2.0
Austro-Asiatic languages to French, Italian, Portuguese and Spanish
translate-tc-bible-big-aav-fra_ita_por_spa
not in FLORES-200Apache-2.0
Afro-Asiatic languages to French, Italian, Portuguese and Spanish
translate-tc-bible-big-afa-fra_ita_por_spa
not in FLORES-200Apache-2.0
Finno-Ugrian languages to French, Italian, Portuguese and Spanish
translate-tc-bible-big-fiu-fra_ita_por_spa
not in FLORES-200Apache-2.0
Germanic languages to French, Italian, Portuguese and Spanish
translate-tc-bible-big-gem-fra_ita_por_spa
not in FLORES-200Apache-2.0
West Germanic languages to French, Italian, Portuguese and Spanish
translate-tc-bible-big-gmw-fra_ita_por_spa
not in FLORES-200Apache-2.0
Italic languages to French, Italian, Portuguese and Spanish
translate-tc-bible-big-itc-fra_ita_por_spa
not in FLORES-200Apache-2.0
Austronesian languages to French, Italian, Portuguese and Spanish
translate-tc-bible-big-map-fra_ita_por_spa
not in FLORES-200Apache-2.0
Mon-Khmer languages to French, Italian, Portuguese and Spanish
translate-tc-bible-big-mkh-fra_ita_por_spa
not in FLORES-200Apache-2.0
Malayo-Polynesian languages to French, Italian, Portuguese and Spanish
translate-tc-bible-big-poz-fra_ita_por_spa
not in FLORES-200Apache-2.0
Western Malayo-Polynesian languages to French, Italian, Portuguese and Spanish
translate-tc-bible-big-pqw-fra_ita_por_spa
not in FLORES-200Apache-2.0
Uralic languages to French, Italian, Portuguese and Spanish
translate-tc-bible-big-urj-fra_ita_por_spa
not in FLORES-200Apache-2.0
East Slavic languages to Italian
translate-tc-big-zle-it
not in FLORES-200CC-BY-4.0
Austro-Asiatic languages to French, Italian, Portuguese and Spanish
translate-tcbig-bible_aav-fra_ita_por_spa
not in FLORES-200Apache-2.0
Afro-Asiatic languages to French, Italian, Portuguese and Spanish
translate-tcbig-bible_afa-fra_ita_por_spa
not in FLORES-200Apache-2.0
Finno-Ugrian languages to French, Italian, Portuguese and Spanish
translate-tcbig-bible_fiu-fra_ita_por_spa
not in FLORES-200Apache-2.0
Germanic languages to French, Italian, Portuguese and Spanish
translate-tcbig-bible_gem-fra_ita_por_spa
not in FLORES-200Apache-2.0
West Germanic languages to French, Italian, Portuguese and Spanish
translate-tcbig-bible_gmw-fra_ita_por_spa
not in FLORES-200Apache-2.0
Italic languages to French, Italian, Portuguese and Spanish
translate-tcbig-bible_itc-fra_ita_por_spa
not in FLORES-200Apache-2.0
Austronesian languages to French, Italian, Portuguese and Spanish
translate-tcbig-bible_map-fra_ita_por_spa
not in FLORES-200Apache-2.0
Mon-Khmer languages to French, Italian, Portuguese and Spanish
translate-tcbig-bible_mkh-fra_ita_por_spa
not in FLORES-200Apache-2.0
Malayo-Polynesian languages to French, Italian, Portuguese and Spanish
translate-tcbig-bible_poz-fra_ita_por_spa
not in FLORES-200Apache-2.0
Western Malayo-Polynesian languages to French, Italian, Portuguese and Spanish
translate-tcbig-bible_pqw-fra_ita_por_spa
not in FLORES-200Apache-2.0
Uralic languages to French, Italian, Portuguese and Spanish
translate-tcbig-bible_urj-fra_ita_por_spa
not in FLORES-200Apache-2.0

From Italian

ModelchrF++ (FLORES-200 dev)Licence
Italian to English best scored
translate-it-en
57.9 GoodApache-2.0
Italian to French
translate-it-fr
57.7 GoodApache-2.0
Italian to German
translate-it-de
51.5 GoodApache-2.0
Italian to Swedish
translate-it-sv
50.6 GoodApache-2.0
Italian to Spanish
translate-it-es
49.9 GoodApache-2.0
Italian to Catalan
translate-it-ca
49.8 GoodApache-2.0
Italian to Bulgarian
translate-it-bg
48.0 GoodApache-2.0
Italian to Lithuanian
translate-it-lt
43.5 UsableApache-2.0
Italian to Vietnamese
translate-it-vi
43.3 UsableApache-2.0
Italian to Ukrainian
translate-it-uk
37.0 UsableApache-2.0
Italian to Icelandic
translate-it-is
34.4 UsableApache-2.0
Italian to Esperanto
translate-it-eo
31.2 UsableApache-2.0
Italian to English
translate-tc-big-it-en
1.5 Not recommendedCC-BY-4.0
Italian to Arabic
translate-it-ar
not in FLORES-200Apache-2.0
Italian to Malay
translate-it-ms
not in FLORES-200Apache-2.0
Italian to East Slavic languages
translate-tc-big-it-zle
not in FLORES-200CC-BY-4.0

Italian speech-to-text

ModelFormatsLicence
listen-windy-lingua-itsafetensorsApache-2.0 lineage under review
listen-windy-lingua-it-ct2ct2-int8Apache-2.0 lineage under review

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