Add complete NLLB-200 support with all 204 FLORES-200 languages
Updated dual model system to fully support both M2M100 and NLLB-200: **NLLB-200 Model (204 languages)** - Added all 204 FLORES-200 language codes to nllb200_lang_codes dictionary - Updated language code mappings with FLORES-200 format (xxx_Yyyy) - Added 24+ NLLB-exclusive languages including: - Southeast Asian: Acehnese, Balinese, Banjar, Buginese, Minangkabau - South Asian: Assamese, Awadhi, Bhojpuri, Chhattisgarhi, Magahi, Maithili, Meitei, Odia, Santali - African: Akan, Bambara, Bemba, Chokwe, Dyula, Fon, Kikuyu, Kimbundu, Kongo, Luba-Kasai, Luo, Mossi, Nuer - Arabic dialects: Mesopotamian, Najdi, Moroccan, Egyptian, Tunisian, South/North Levantine - European regional: Asturian, Friulian, Latgalian, Ligurian, Limburgish, Lombard, Norwegian Nynorsk/Bokmål, Occitan, Sardinian, Sicilian, Silesian, Venetian - Other: Dzongkha, Fijian, Guarani, Kabyle, Kabuverdianu, Papiamento, Quechua, Samoan, Sango, Shan, Tamasheq, Tibetan, Tok Pisin **Updated Files** - app/translator.py: Complete NLLB-200 language mappings (204 languages) - app/main.py: Added display names for all 204+ language codes - README.md: Updated with dual model system, NLLB-200 details, license info - CLAUDE.md: Updated developer documentation with model architecture **Testing** - Verified M2M100: 105 languages working ✅ - Verified NLLB-200: 204 languages working ✅ - Tested NLLB-exclusive languages (Bemba, Fon, etc.) ✅ **License Information** - M2M100: Apache 2.0 - Commercial use allowed - NLLB-200: CC-BY-NC 4.0 - Non-commercial only 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
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jungwoo choi
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app/main.py
87
app/main.py
@ -245,91 +245,111 @@ async def get_supported_languages(model: str = "m2m100"):
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"yi": {"name": "Yiddish", "native": "ייִדיש"},
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# Additional NLLB-200 exclusive languages
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"ace_arab": {"name": "Acehnese (Arabic script)", "native": "أتشيه"},
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"ace": {"name": "Acehnese", "native": "Acèh"},
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"acm": {"name": "Mesopotamian Arabic", "native": "عراقي"},
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"acq": {"name": "Ta'izzi-Adeni Arabic", "native": "تعزية-عدنية"},
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"aeb": {"name": "Tunisian Arabic", "native": "تونسي"},
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"ajp": {"name": "South Levantine Arabic", "native": "شامي"},
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"als": {"name": "Tosk Albanian", "native": "Toskë"},
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"aka": {"name": "Akan", "native": "Akan"},
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"apc": {"name": "North Levantine Arabic", "native": "شامي شمالي"},
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"ar_latn": {"name": "Arabic (Latin script)", "native": "Arabic (Latin)"},
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"ars": {"name": "Najdi Arabic", "native": "نجدي"},
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"ary": {"name": "Moroccan Arabic", "native": "الدارجة"},
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"arz": {"name": "Egyptian Arabic", "native": "مصري"},
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"asm": {"name": "Assamese", "native": "অসমীয়া"},
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"as": {"name": "Assamese", "native": "অসমীয়া"},
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"ast": {"name": "Asturian", "native": "Asturianu"},
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"awa": {"name": "Awadhi", "native": "अवधी"},
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"ayr": {"name": "Central Aymara", "native": "Aymar aru"},
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"azb": {"name": "South Azerbaijani", "native": "تۆرکجه"},
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"bak": {"name": "Bashkir", "native": "Башҡортса"},
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"ba": {"name": "Bashkir", "native": "Башҡортса"},
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"bam": {"name": "Bambara", "native": "Bamanankan"},
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"ban": {"name": "Balinese", "native": "Basa Bali"},
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"bem": {"name": "Bemba", "native": "Ichibemba"},
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"bho": {"name": "Bhojpuri", "native": "भोजपुरी"},
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"bjn_arab": {"name": "Banjar (Arabic script)", "native": "بنجر"},
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"bjn": {"name": "Banjar", "native": "Bahasa Banjar"},
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"bod": {"name": "Tibetan", "native": "བོད་སྐད་"},
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"bo": {"name": "Tibetan", "native": "བོད་སྐད་"},
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"bug": {"name": "Buginese", "native": "Basa Ugi"},
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"crh": {"name": "Crimean Tatar", "native": "Qırımtatar tili"},
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"cjk": {"name": "Chokwe", "native": "Chokwe"},
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"ckb": {"name": "Central Kurdish", "native": "کوردیی ناوەندی"},
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"dik": {"name": "Southwestern Dinka", "native": "Thuɔŋjäŋ"},
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"dyu": {"name": "Dyula", "native": "Jula"},
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"dzo": {"name": "Dzongkha", "native": "རྫོང་ཁ"},
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"dz": {"name": "Dzongkha", "native": "རྫོང་ཁ"},
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"ee": {"name": "Ewe", "native": "Eʋegbe"},
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"fo": {"name": "Faroese", "native": "Føroyskt"},
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"fj": {"name": "Fijian", "native": "Na Vosa Vakaviti"},
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"fon": {"name": "Fon", "native": "Fɔngbe"},
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"fur": {"name": "Friulian", "native": "Furlan"},
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"fuv": {"name": "Nigerian Fulfulde", "native": "Fulfulde"},
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"gaz": {"name": "West Central Oromo", "native": "Oromoo"},
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"grn": {"name": "Guarani", "native": "Avañe'ẽ"},
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"om": {"name": "West Central Oromo", "native": "Oromoo"},
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"gn": {"name": "Guarani", "native": "Avañe'ẽ"},
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"hne": {"name": "Chhattisgarhi", "native": "छत्तीसगढ़ी"},
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"ilo": {"name": "Iloko", "native": "Ilokano"},
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"kab": {"name": "Kabyle", "native": "Taqbaylit"},
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"kac": {"name": "Jingpho", "native": "Jinghpaw"},
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"kam": {"name": "Kamba", "native": "Kikamba"},
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"kas": {"name": "Kashmiri", "native": "कॉशुर"},
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"ks": {"name": "Kashmiri", "native": "کٲشُر"},
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"ks_deva": {"name": "Kashmiri (Devanagari)", "native": "कॉशुर"},
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"kbp": {"name": "Kabiyè", "native": "Kabɩyɛ"},
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"kea": {"name": "Kabuverdianu", "native": "Kabuverdianu"},
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"khk": {"name": "Halh Mongolian", "native": "Монгол хэл"},
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"kin": {"name": "Kinyarwanda", "native": "Ikinyarwanda"},
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"ki": {"name": "Kikuyu", "native": "Gĩkũyũ"},
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"rw": {"name": "Kinyarwanda", "native": "Ikinyarwanda"},
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"kmb": {"name": "Kimbundu", "native": "Kimbundu"},
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"knc_arab": {"name": "Kanuri (Arabic script)", "native": "كانوري"},
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"knc": {"name": "Kanuri", "native": "Kanuri"},
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"kg": {"name": "Kongo", "native": "Kikongo"},
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"lij": {"name": "Ligurian", "native": "Ligure"},
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"lim": {"name": "Limburgish", "native": "Limburgs"},
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"lin": {"name": "Lingala", "native": "Lingála"},
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"li": {"name": "Limburgish", "native": "Limburgs"},
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"lmo": {"name": "Lombard", "native": "Lombard"},
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"ltg": {"name": "Latgalian", "native": "Latgalīšu"},
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"lua": {"name": "Luba-Kasai", "native": "Tshiluba"},
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"luo": {"name": "Luo", "native": "Dholuo"},
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"lus": {"name": "Mizo", "native": "Mizo ṭawng"},
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"mag": {"name": "Magahi", "native": "मगही"},
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"mai": {"name": "Maithili", "native": "मैथिली"},
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"min_arab": {"name": "Minangkabau (Arabic)", "native": "مينڠكاباو"},
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"min": {"name": "Minangkabau", "native": "Baso Minangkabau"},
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"mni": {"name": "Meitei", "native": "মৈতৈলোন্"},
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"mos": {"name": "Mossi", "native": "Mooré"},
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"mri": {"name": "Maori", "native": "Te Reo Māori"},
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"nn": {"name": "Norwegian Nynorsk", "native": "Nynorsk"},
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"nb": {"name": "Norwegian Bokmål", "native": "Bokmål"},
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"nso": {"name": "Northern Sotho", "native": "Sesotho sa Leboa"},
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"nus": {"name": "Nuer", "native": "Thok Naath"},
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"ory": {"name": "Odia", "native": "ଓଡ଼ିଆ"},
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"oc": {"name": "Occitan", "native": "Occitan"},
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"or": {"name": "Odia", "native": "ଓଡ଼ିଆ"},
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"pag": {"name": "Pangasinan", "native": "Pangasinan"},
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"pap": {"name": "Papiamento", "native": "Papiamentu"},
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"prs": {"name": "Dari", "native": "دری"},
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"quy": {"name": "Ayacucho Quechua", "native": "Chanka Qhichwa"},
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"run": {"name": "Rundi", "native": "Ikirundi"},
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"sag": {"name": "Sango", "native": "Sängö"},
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"san": {"name": "Sanskrit", "native": "संस्कृतम्"},
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"qu": {"name": "Ayacucho Quechua", "native": "Chanka Qhichwa"},
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"rn": {"name": "Rundi", "native": "Ikirundi"},
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"sg": {"name": "Sango", "native": "Sängö"},
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"sa": {"name": "Sanskrit", "native": "संस्कृतम्"},
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"sat": {"name": "Santali", "native": "ᱥᱟᱱᱛᱟᱲᱤ"},
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"scn": {"name": "Sicilian", "native": "Sicilianu"},
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"shn": {"name": "Shan", "native": "လိၵ်ႈတႆး"},
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"srd": {"name": "Sardinian", "native": "Sardu"},
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"sm": {"name": "Samoan", "native": "Gagana Sāmoa"},
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"sd": {"name": "Sindhi", "native": "سنڌي"},
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"sc": {"name": "Sardinian", "native": "Sardu"},
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"ss": {"name": "Swazi", "native": "SiSwati"},
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"szl": {"name": "Silesian", "native": "Ślōnski"},
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"taq": {"name": "Tamasheq", "native": "Tamasheq"},
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"tat": {"name": "Tatar", "native": "Татарча"},
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"tir": {"name": "Tigrinya", "native": "ትግርኛ"},
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"taq_tfng": {"name": "Tamasheq (Tifinagh)", "native": "ⵜⴰⵎⴰⵛⴰⵆ"},
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"tt": {"name": "Tatar", "native": "Татарча"},
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"ti": {"name": "Tigrinya", "native": "ትግርኛ"},
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"tpi": {"name": "Tok Pisin", "native": "Tok Pisin"},
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"tsn": {"name": "Tswana", "native": "Setswana"},
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"tso": {"name": "Tsonga", "native": "Xitsonga"},
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"tn": {"name": "Tswana", "native": "Setswana"},
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"ts": {"name": "Tsonga", "native": "Xitsonga"},
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"tum": {"name": "Tumbuka", "native": "Chitumbuka"},
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"twi": {"name": "Twi", "native": "Twi"},
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"tw": {"name": "Twi", "native": "Twi"},
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"tzm": {"name": "Central Atlas Tamazight", "native": "ⵜⴰⵎⴰⵣⵉⵖⵜ"},
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"uig": {"name": "Uyghur", "native": "ئۇيغۇرچە"},
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"umb": {"name": "Umbundu", "native": "Umbundu"},
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"vec": {"name": "Venetian", "native": "Vèneto"},
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"war": {"name": "Waray", "native": "Winaray"},
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"wol": {"name": "Wolof", "native": "Wolof"},
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"xho": {"name": "Xhosa", "native": "isiXhosa"},
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"ydd": {"name": "Eastern Yiddish", "native": "ייִדיש"},
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"yor": {"name": "Yoruba", "native": "Yorùbá"},
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"wo": {"name": "Wolof", "native": "Wolof"},
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"yue": {"name": "Cantonese", "native": "粵語"},
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"zho_hant": {"name": "Chinese (Traditional)", "native": "繁體中文"},
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"zh_hant": {"name": "Chinese (Traditional)", "native": "繁體中文"},
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}
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# Get all supported language codes from translator based on model type
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@ -354,11 +374,12 @@ async def get_supported_languages(model: str = "m2m100"):
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"model_id": "facebook/m2m100_418M"
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},
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"nllb200": {
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"name": "NLLB-200",
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"languages": 200,
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"name": "NLLB-200 (FLORES-200)",
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"languages": 204,
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"license": "CC-BY-NC 4.0",
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"commercial_use": False,
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"model_id": "facebook/nllb-200-distilled-600M"
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"model_id": "facebook/nllb-200-distilled-600M",
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"note": "Includes multiple script variants for some languages"
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}
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}
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