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Update pretrained vectors readme

Summary: Update the readme for pre-trained word vectors.

Reviewed By: ajoulin

Differential Revision: D4664460

fbshipit-source-id: 2f84379424f20e41d1b9ee61c99fb27657bde533
Edouard Grave 9 ani în urmă
părinte
comite
09d11569e8
1 a modificat fișierele cu 100 adăugiri și 96 ștergeri
  1. 100 96
      pretrained-vectors.md

+ 100 - 96
pretrained-vectors.md

@@ -1,7 +1,7 @@
 # Pre-trained word vectors
 
-We are publishing pre-trained word vectors for 90 languages, trained on [*Wikipedia*](https://en.wikipedia.org) using fastText.
-These vectors in dimension 300 were obtained using the skip-gram model described in [1](#enriching-word-vectors-with-subword-information) with default parameters.
+We are publishing pre-trained word vectors for 90 languages, trained on [*Wikipedia*](https://www.wikipedia.org) using fastText.
+These vectors in dimension 300 were obtained using the skip-gram model described in [*Bojanowski et al. (2016)*](https://arxiv.org/abs/1607.04606) with default parameters.
 
 ## Format
 
@@ -9,106 +9,15 @@ The word vectors come in both the binary and text default formats of fastText.
 In the text format, each line contain a word followed by its embedding. Each value is space separated.
 Words are ordered by their frequency in a descending order.
 
-## Models
-
-The models can be downloaded from:
+## License
 
-* [*Afrikaans*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.af.zip)
-* [*Albanian*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sq.zip)
-* [*Arabic*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ar.zip)
-* [*Armenian*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.hy.zip)
-* [*Asturian*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ast.zip)
-* [*Azerbaijani*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.az.zip)
-* [*Bashkir*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ba.zip)
-* [*Basque*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.eu.zip)
-* [*Belarusian*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.be.zip)
-* [*Bengali*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.bn.zip)
-* [*Bosnian*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.bs.zip)
-* [*Breton*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.br.zip)
-* [*Bulgarian*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.bg.zip)
-* [*Burmese*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.my.zip)
-* [*Catalan*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ca.zip)
-* [*Cebuano*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ceb.zip)
-* [*Chechen*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ce.zip)
-* [*Chinese*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.zh.zip)
-* [*Chuvash*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.cv.zip)
-* [*Croatian*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.hr.zip)
-* [*Czech*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.cs.zip)
-* [*Danish*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.da.zip)
-* [*Dutch*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.nl.zip)
-* [*English*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.en.zip)
-* [*Esperanto*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.eo.zip)
-* [*Estonian*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.et.zip)
-* [*Farsi*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.fa.zip)
-* [*Finnish*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.fi.zip)
-* [*French*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.fr.zip)
-* [*Galician*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.gl.zip)
-* [*Georgian*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ka.zip)
-* [*German*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.de.zip)
-* [*Greek*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.el.zip)
-* [*Gujarati*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.gu.zip)
-* [*Hebrew*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.he.zip)
-* [*Hindi*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.hi.zip)
-* [*Hungarian*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.hu.zip)
-* [*Icelandic*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.is.zip)
-* [*Indonesian*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.id.zip)
-* [*Italian*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.it.zip)
-* [*Japanese*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ja.zip)
-* [*Kannada*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.kn.zip)
-* [*Kazakh*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.kk.zip)
-* [*Khmer*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.km.zip)
-* [*Korean*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ko.zip)
-* [*Kyrgyz*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ky.zip)
-* [*Latin*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.la.zip)
-* [*Latvian*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.lv.zip)
-* [*Lithuanian*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.lt.zip)
-* [*Luxembourgish*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.lb.zip)
-* [*Macedonian*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.mk.zip)
-* [*Malagasy*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.mg.zip)
-* [*Malayalam*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ml.zip)
-* [*Malay*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ms.zip)
-* [*Marathi*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.mr.zip)
-* [*Minangkabau*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.min.zip)
-* [*Mongolian*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.mn.zip)
-* [*Nepali*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ne.zip)
-* [*Newar*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.new.zip)
-* [*Norwegian*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.no.zip)
-* [*Occitan*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.oc.zip)
-* [*Polish*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.pl.zip)
-* [*Portuguese*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.pt.zip)
-* [*Punjabi*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.pa.zip)
-* [*Romanian*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ro.zip)
-* [*Russian*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ru.zip)
-* [*Sanskrit*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sa.zip)
-* [*Scots*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sco.zip)
-* [*Serbian*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sr.zip)
-* [*Serbo-Croatian*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sh.zip)
-* [*Sinhalese*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.si.zip)
-* [*Slovak*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sk.zip)
-* [*Slovene*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sl.zip)
-* [*Spanish*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.es.zip)
-* [*Swedish*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sv.zip)
-* [*Tagalog*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.tl.zip)
-* [*Tajik*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.tg.zip)
-* [*Tamil*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ta.zip)
-* [*Tatar*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.tt.zip)
-* [*Telugu*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.te.zip)
-* [*Thai*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.th.zip)
-* [*Turkish*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.tr.zip)
-* [*Ukrainian*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.uk.zip)
-* [*Urdu*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ur.zip)
-* [*Uzbek*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.uz.zip)
-* [*Vietnamese*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.vi.zip)
-* [*Volapük*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.vo.zip)
-* [*Waray*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.war.zip)
-* [*Welsh*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.cy.zip)
-* [*Western Frisian*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.fy.zip)
+The pre-trained word vectors are distributed under the [*Creative Commons Attribution-Share-Alike License 3.0*](https://creativecommons.org/licenses/by-sa/3.0/).
 
 ## References
 
 If you use these word embeddings, please cite the following paper:
 
-[1] P. Bojanowski\*, E. Grave\*, A. Joulin, T. Mikolov, [*Enriching Word Vectors with Subword Information*](https://arxiv.org/abs/1607.04606)
+P. Bojanowski\*, E. Grave\*, A. Joulin, T. Mikolov, [*Enriching Word Vectors with Subword Information*](https://arxiv.org/abs/1607.04606)
 
 ```
 @article{bojanowski2016enriching,
@@ -118,3 +27,98 @@ If you use these word embeddings, please cite the following paper:
   year={2016}
 }
 ```
+
+## Models
+
+The models can be downloaded from:
+
+* Afrikaans: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.af.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.af.vec)
+* Albanian: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sq.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sq.vec)
+* Arabic: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ar.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ar.vec)
+* Armenian: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.hy.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.hy.vec)
+* Asturian: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ast.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ast.vec)
+* Azerbaijani: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.az.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.az.vec)
+* Bashkir: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ba.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ba.vec)
+* Basque: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.eu.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.eu.vec)
+* Belarusian: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.be.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.be.vec)
+* Bengali: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.bn.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.bn.vec)
+* Bosnian: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.bs.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.bs.vec)
+* Breton: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.br.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.br.vec)
+* Bulgarian: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.bg.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.bg.vec)
+* Burmese: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.my.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.my.vec)
+* Catalan: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ca.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ca.vec)
+* Cebuano: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ceb.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ceb.vec)
+* Chechen: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ce.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ce.vec)
+* Chinese: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.zh.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.zh.vec)
+* Chuvash: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.cv.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.cv.vec)
+* Croatian: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.hr.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.hr.vec)
+* Czech: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.cs.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.cs.vec)
+* Danish: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.da.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.da.vec)
+* Dutch: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.nl.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.nl.vec)
+* English: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.en.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.en.vec)
+* Esperanto: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.eo.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.eo.vec)
+* Estonian: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.et.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.et.vec)
+* Farsi: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.fa.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.fa.vec)
+* Finnish: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.fi.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.fi.vec)
+* French: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.fr.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.fr.vec)
+* Galician: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.gl.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.gl.vec)
+* Georgian: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ka.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ka.vec)
+* German: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.de.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.de.vec)
+* Greek: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.el.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.el.vec)
+* Gujarati: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.gu.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.gu.vec)
+* Hebrew: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.he.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.he.vec)
+* Hindi: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.hi.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.hi.vec)
+* Hungarian: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.hu.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.hu.vec)
+* Icelandic: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.is.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.is.vec)
+* Indonesian: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.id.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.id.vec)
+* Italian: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.it.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.it.vec)
+* Japanese: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ja.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ja.vec)
+* Kannada: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.kn.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.kn.vec)
+* Kazakh: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.kk.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.kk.vec)
+* Khmer: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.km.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.km.vec)
+* Korean: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ko.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ko.vec)
+* Kyrgyz: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ky.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ky.vec)
+* Latin: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.la.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.la.vec)
+* Latvian: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.lv.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.lv.vec)
+* Lithuanian: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.lt.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.lt.vec)
+* Luxembourgish: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.lb.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.lb.vec)
+* Macedonian: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.mk.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.mk.vec)
+* Malagasy: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.mg.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.mg.vec)
+* Malayalam: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ml.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ml.vec)
+* Malay: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ms.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ms.vec)
+* Marathi: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.mr.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.mr.vec)
+* Minangkabau: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.min.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.min.vec)
+* Mongolian: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.mn.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.mn.vec)
+* Nepali: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ne.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ne.vec)
+* Newar: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.new.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.new.vec)
+* Norwegian: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.no.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.no.vec)
+* Occitan: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.oc.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.oc.vec)
+* Polish: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.pl.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.pl.vec)
+* Portuguese: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.pt.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.pt.vec)
+* Punjabi: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.pa.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.pa.vec)
+* Romanian: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ro.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ro.vec)
+* Russian: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ru.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ru.vec)
+* Sanskrit: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sa.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sa.vec)
+* Scots: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sco.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sco.vec)
+* Serbian: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sr.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sr.vec)
+* Serbo-Croatian: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sh.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sh.vec)
+* Sinhalese: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.si.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.si.vec)
+* Slovak: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sk.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sk.vec)
+* Slovene: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sl.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sl.vec)
+* Spanish: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.es.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.es.vec)
+* Swedish: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sv.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.sv.vec)
+* Tagalog: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.tl.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.tl.vec)
+* Tajik: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.tg.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.tg.vec)
+* Tamil: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ta.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ta.vec)
+* Tatar: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.tt.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.tt.vec)
+* Telugu: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.te.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.te.vec)
+* Thai: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.th.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.th.vec)
+* Turkish: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.tr.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.tr.vec)
+* Ukrainian: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.uk.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.uk.vec)
+* Urdu: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ur.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.ur.vec)
+* Uzbek: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.uz.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.uz.vec)
+* Vietnamese: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.vi.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.vi.vec)
+* Volapük: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.vo.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.vo.vec)
+* Waray: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.war.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.war.vec)
+* Welsh: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.cy.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.cy.vec)
+* Western Frisian: [*bin+text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.fy.zip), [*text*](https://s3-us-west-1.amazonaws.com/fasttext-vectors/wiki.fy.vec)