# Wiki word vectors · fastText
We are publishing pre-trained word vectors for 294 languages, trained on [*Wikipedia*](https://www.wikipedia.org) using fastText.

We are publishing pre-trained word vectors for 294 languages, trained on Wikipedia using fastText. These vectors in dimension 300 were obtained using the skip-gram model described in Bojanowski et al. (2016) with default parameters.

Please note that a newer version of multi-lingual word vectors are available at: Word vectors for 157 languages.

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Models

The models can be downloaded from:

Abkhazian: bin+text, text | Acehnese: bin+text, text | Adyghe: bin+text, text
Afar: bin+text, text | Afrikaans: bin+text, text | Akan: bin+text, text
Albanian: bin+text, text | Alemannic: bin+text, text | Amharic: bin+text, text
Anglo_Saxon: bin+text, text | Arabic: bin+text, text | Aragonese: bin+text, text
Aramaic: bin+text, text | Armenian: bin+text, text | Aromanian: bin+text, text
Assamese: bin+text, text | Asturian: bin+text, text | Avar: bin+text, text
Aymara: bin+text, text | Azerbaijani: bin+text, text | Bambara: bin+text, text
Banjar: bin+text, text | Banyumasan: bin+text, text | Bashkir: bin+text, text
Basque: bin+text, text | Bavarian: bin+text, text | Belarusian: bin+text, text
Bengali: bin+text, text | Bihari: bin+text, text | Bishnupriya Manipuri: bin+text, text
Bislama: bin+text, text | Bosnian: bin+text, text | Breton: bin+text, text
Buginese: bin+text, text | Bulgarian: bin+text, text | Burmese: bin+text, text
Buryat: bin+text, text | Cantonese: bin+text, text | Catalan: bin+text, text
Cebuano: bin+text, text | Central Bicolano: bin+text, text | Chamorro: bin+text, text
Chavacano: bin+text, text | Chechen: bin+text, text | Cherokee: bin+text, text
Cheyenne: bin+text, text | Chichewa: bin+text, text | Chinese: bin+text, text
Choctaw: bin+text, text | Chuvash: bin+text, text | Classical Chinese: bin+text, text
Cornish: bin+text, text | Corsican: bin+text, text | Cree: bin+text, text
Crimean Tatar: bin+text, text | Croatian: bin+text, text | Czech: bin+text, text
Danish: bin+text, text | Divehi: bin+text, text | Dutch: bin+text, text
Dutch Low Saxon: bin+text, text | Dzongkha: bin+text, text | Eastern Punjabi: bin+text, text
Egyptian Arabic: bin+text, text | Emilian_Romagnol: bin+text, text | English: bin+text, text
Erzya: bin+text, text | Esperanto: bin+text, text | Estonian: bin+text, text
Ewe: bin+text, text | Extremaduran: bin+text, text | Faroese: bin+text, text
Fiji Hindi: bin+text, text | Fijian: bin+text, text | Finnish: bin+text, text
Franco_Provençal: bin+text, text | French: bin+text, text | Friulian: bin+text, text
Fula: bin+text, text | Gagauz: bin+text, text | Galician: bin+text, text
Gan: bin+text, text | Georgian: bin+text, text | German: bin+text, text
Gilaki: bin+text, text | Goan Konkani: bin+text, text | Gothic: bin+text, text
Greek: bin+text, text | Greenlandic: bin+text, text | Guarani: bin+text, text
Gujarati: bin+text, text | Haitian: bin+text, text | Hakka: bin+text, text
Hausa: bin+text, text | Hawaiian: bin+text, text | Hebrew: bin+text, text
Herero: bin+text, text | Hill Mari: bin+text, text | Hindi: bin+text, text
Hiri Motu: bin+text, text | Hungarian: bin+text, text | Icelandic: bin+text, text
Ido: bin+text, text | Igbo: bin+text, text | Ilokano: bin+text, text
Indonesian: bin+text, text | Interlingua: bin+text, text | Interlingue: bin+text, text
Inuktitut: bin+text, text | Inupiak: bin+text, text | Irish: bin+text, text
Italian: bin+text, text | Jamaican Patois: bin+text, text | Japanese: bin+text, text
Javanese: bin+text, text | Kabardian: bin+text, text | Kabyle: bin+text, text
Kalmyk: bin+text, text | Kannada: bin+text, text | Kanuri: bin+text, text
Kapampangan: bin+text, text | Karachay_Balkar: bin+text, text | Karakalpak: bin+text, text
Kashmiri: bin+text, text | Kashubian: bin+text, text | Kazakh: bin+text, text
Khmer: bin+text, text | Kikuyu: bin+text, text | Kinyarwanda: bin+text, text
Kirghiz: bin+text, text | Kirundi: bin+text, text | Komi: bin+text, text
Komi_Permyak: bin+text, text | Kongo: bin+text, text | Korean: bin+text, text
Kuanyama: bin+text, text | Kurdish (Kurmanji): bin+text, text | Kurdish (Sorani): bin+text, text
Ladino: bin+text, text | Lak: bin+text, text | Lao: bin+text, text
Latgalian: bin+text, text | Latin: bin+text, text | Latvian: bin+text, text
Lezgian: bin+text, text | Ligurian: bin+text, text | Limburgish: bin+text, text
Lingala: bin+text, text | Lithuanian: bin+text, text | Livvi_Karelian: bin+text, text
Lojban: bin+text, text | Lombard: bin+text, text | Low Saxon: bin+text, text
Lower Sorbian: bin+text, text | Luganda: bin+text, text | Luxembourgish: bin+text, text
Macedonian: bin+text, text | Maithili: bin+text, text | Malagasy: bin+text, text
Malay: bin+text, text | Malayalam: bin+text, text | Maltese: bin+text, text
Manx: bin+text, text | Maori: bin+text, text | Marathi: bin+text, text
Marshallese: bin+text, text | Mazandarani: bin+text, text | Meadow Mari: bin+text, text
Min Dong: bin+text, text | Min Nan: bin+text, text | Minangkabau: bin+text, text
Mingrelian: bin+text, text | Mirandese: bin+text, text | Moksha: bin+text, text
Moldovan: bin+text, text | Mongolian: bin+text, text | Muscogee: bin+text, text
Nahuatl: bin+text, text | Nauruan: bin+text, text | Navajo: bin+text, text
Ndonga: bin+text, text | Neapolitan: bin+text, text | Nepali: bin+text, text
Newar: bin+text, text | Norfolk: bin+text, text | Norman: bin+text, text
North Frisian: bin+text, text | Northern Luri: bin+text, text | Northern Sami: bin+text, text
Northern Sotho: bin+text, text | Norwegian (Bokmål): bin+text, text | Norwegian (Nynorsk): bin+text, text
Novial: bin+text, text | Nuosu: bin+text, text | Occitan: bin+text, text
Old Church Slavonic: bin+text, text | Oriya: bin+text, text | Oromo: bin+text, text
Ossetian: bin+text, text | Palatinate German: bin+text, text | Pali: bin+text, text
Pangasinan: bin+text, text | Papiamentu: bin+text, text | Pashto: bin+text, text
Pennsylvania German: bin+text, text | Persian: bin+text, text | Picard: bin+text, text
Piedmontese: bin+text, text | Polish: bin+text, text | Pontic: bin+text, text
Portuguese: bin+text, text | Quechua: bin+text, text | Ripuarian: bin+text, text
Romani: bin+text, text | Romanian: bin+text, text | Romansh: bin+text, text
Russian: bin+text, text | Rusyn: bin+text, text | Sakha: bin+text, text
Samoan: bin+text, text | Samogitian: bin+text, text | Sango: bin+text, text
Sanskrit: bin+text, text | Sardinian: bin+text, text | Saterland Frisian: bin+text, text
Scots: bin+text, text | Scottish Gaelic: bin+text, text | Serbian: bin+text, text
Serbo_Croatian: bin+text, text | Sesotho: bin+text, text | Shona: bin+text, text
Sicilian: bin+text, text | Silesian: bin+text, text | Simple English: bin+text, text
Sindhi: bin+text, text | Sinhalese: bin+text, text | Slovak: bin+text, text
Slovenian: bin+text, text | Somali: bin+text, text | Southern Azerbaijani: bin+text, text
Spanish: bin+text, text | Sranan: bin+text, text | Sundanese: bin+text, text
Swahili: bin+text, text | Swati: bin+text, text | Swedish: bin+text, text
Tagalog: bin+text, text | Tahitian: bin+text, text | Tajik: bin+text, text
Tamil: bin+text, text | Tarantino: bin+text, text | Tatar: bin+text, text
Telugu: bin+text, text | Tetum: bin+text, text | Thai: bin+text, text
Tibetan: bin+text, text | Tigrinya: bin+text, text | Tok Pisin: bin+text, text
Tongan: bin+text, text | Tsonga: bin+text, text | Tswana: bin+text, text
Tulu: bin+text, text | Tumbuka: bin+text, text | Turkish: bin+text, text
Turkmen: bin+text, text | Tuvan: bin+text, text | Twi: bin+text, text
Udmurt: bin+text, text | Ukrainian: bin+text, text | Upper Sorbian: bin+text, text
Urdu: bin+text, text | Uyghur: bin+text, text | Uzbek: bin+text, text
Venda: bin+text, text | Venetian: bin+text, text | Vepsian: bin+text, text
Vietnamese: bin+text, text | Volapük: bin+text, text | Võro: bin+text, text
Walloon: bin+text, text | Waray: bin+text, text | Welsh: bin+text, text
West Flemish: bin+text, text | West Frisian: bin+text, text | Western Punjabi: bin+text, text
Wolof: bin+text, text | Wu: bin+text, text | Xhosa: bin+text, text
Yiddish: bin+text, text | Yoruba: bin+text, text | Zazaki: bin+text, text
Zeelandic: bin+text, text | Zhuang: bin+text, text | Zulu: bin+text, text

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Format

The word vectors come in both the binary and text default formats of fastText. In the text format, each line contains a word followed by its vector. Each value is space separated. Words are ordered by their frequency in a descending order.

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License

The word vectors are distributed under the Creative Commons Attribution-Share-Alike License 3.0.

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References

If you use these word vectors, please cite the following paper:

P. Bojanowski*, E. Grave*, A. Joulin, T. Mikolov, Enriching Word Vectors with Subword Information

    @article{bojanowski2017enriching,
      title={Enriching Word Vectors with Subword Information},
      author={Bojanowski, Piotr and Grave, Edouard and Joulin, Armand and Mikolov, Tomas},
      journal={Transactions of the Association for Computational Linguistics},
      volume={5},
      year={2017},
      issn={2307-387X},
      pages={135--146}
    }

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