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fastText
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  1. <!DOCTYPE html><html lang=""><head><meta charSet="utf-8"/><meta http-equiv="X-UA-Compatible" content="IE=edge"/><title>fastText</title><meta name="viewport" content="width=device-width, initial-scale=1.0"/><meta name="generator" content="Docusaurus"/><meta name="description" content="Library for efficient text classification and representation learning"/><meta property="og:title" content="fastText"/><meta property="og:type" content="website"/><meta property="og:url" content="https://fasttext.cc/index.html"/><meta property="og:description" content="Library for efficient text classification and representation learning"/><meta property="og:image" content="https://fasttext.cc/img/ogimage.png"/><meta name="twitter:card" content="summary"/><link rel="shortcut icon" href="/img/fasttext-icon-bg-web.png"/><link rel="stylesheet" href="//cdnjs.cloudflare.com/ajax/libs/highlight.js/9.12.0/styles/default.min.css"/><link rel="alternate" type="application/atom+xml" href="https://fasttext.cc/blog/atom.xml" title="fastText Blog ATOM Feed"/><link rel="alternate" type="application/rss+xml" href="https://fasttext.cc/blog/feed.xml" title="fastText Blog RSS Feed"/><script>
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  9.             </script><script type="text/javascript" src="/tabber.js"></script><script src="/js/scrollSpy.js"></script><link rel="stylesheet" href="/css/main.css"/><script src="/js/codetabs.js"></script></head><body><div class="fixedHeaderContainer"><div class="headerWrapper wrapper"><header><a href="/"><img class="logo" src="/img/fasttext-icon-white-web.png" alt="fastText"/></a><div class="navigationWrapper navigationSlider"><nav class="slidingNav"><ul class="nav-site nav-site-internal"><li class=""><a href="/docs/en/support.html" target="_self">Docs</a></li><li class=""><a href="/docs/en/english-vectors.html" target="_self">Resources</a></li><li class=""><a href="/blog/" target="_self">Blog</a></li><li class=""><a href="https://github.com/facebookresearch/fastText/" target="_blank">GitHub</a></li></ul></nav></div></header></div></div><div class="navPusher"><div><div class="SocialBanner"><div>Support Ukraine 🇺🇦 <a href="https://opensource.facebook.com/support-ukraine">Help Provide Humanitarian Aid to Ukraine</a>.</div></div><div class="homeContainer"><div class="homeSplashFade"><div class="wrapper homeWrapper"><div class="inner"><img src="/img/fasttext-logo-color-web.png" width="50%"/><h2 class="projectTitle"><small>Library for efficient text classification and representation learning</small></h2><div class="section promoSection"><div class="promoRow"><div class="pluginRowBlock"><div class="pluginWrapper buttonWrapper"><a class="button" href="/docs/en/support.html" target="_self">Get Started</a></div><div class="pluginWrapper buttonWrapper"><a class="button" href="/docs/en/english-vectors.html" target="_self">Download Models</a></div></div></div></div></div></div></div></div><div class="mainContainer"><div class="descriptionSection paddingTop lightBackground" style="text-align:left" id="fast-download"><div class="container"><div class="wrapper"><div class="gridBlock"><div class="blockElement alignCenter twoByGridBlock"><div class="blockContent"><h2><div><span><p>What is fastText?</p>
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  10. </span></div></h2><div><span><p>FastText is an open-source, free, lightweight library that allows users to learn text representations and text classifiers. It works on standard, generic hardware. Models can later be reduced in size to even fit on mobile devices.</p>
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  11. </span></div></div></div></div></div></div><div class="container text--center margin-bottom--xl"><div class="row"><div class="col" style="text-align:center"><h2>Watch Introductory Video</h2><div><iframe width="560" height="315" src="https://www.youtube.com/embed/og183Y9yHFs" title="Explain Like I&#x27;m 5: fastText" frameBorder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen=""></iframe></div></div></div></div></div><div class="productShowcaseSection paddingTop" style="text-align:center" id="fast-download"><h2><a href="/docs/en/english-vectors.html">Download pre-trained models</a></h2><div class="container"><div class="wrapper"><div class="gridBlock"><div class="blockElement alignCenter imageAlignTop twoByGridBlock"><div class="blockImage"><a href="/docs/en/english-vectors.html"><img src="/img/model-blue.png"/></a></div><div class="blockContent"><h2><div><span><p><a href="/docs/en/english-vectors.html">English word vectors</a></p>
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  12. </span></div></h2><div><span><p>Pre-trained on English webcrawl and Wikipedia</p>
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  13. </span></div></div></div><div class="blockElement alignCenter imageAlignTop twoByGridBlock"><div class="blockImage"><a href="/docs/en/crawl-vectors.html"><img src="/img/model-red.png"/></a></div><div class="blockContent"><h2><div><span><p><a href="/docs/en/crawl-vectors.html">Multi-lingual word vectors</a></p>
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  14. </span></div></h2><div><span><p>Pre-trained models for 157 different languages</p>
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  15. </span></div></div></div></div></div></div></div><div class="productShowcaseSection paddingTop lightBackground" style="text-align:center" id="more-info"><h2><a href="/docs/en/support.html">Help and references</a></h2><div class="container"><div class="wrapper"><div class="gridBlock"><div class="blockElement alignCenter imageAlignTop threeByGridBlock"><div class="blockImage"><a href="/docs/en/supervised-tutorial.html"><img src="/img/fasttext-icon-tutorial.png"/></a></div><div class="blockContent"><h2><div><span><p><a href="/docs/en/supervised-tutorial.html">Tutorials</a></p>
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  16. </span></div></h2><div><span><p>Learn how to use fastText</p>
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  17. </span></div></div></div><div class="blockElement alignCenter imageAlignTop threeByGridBlock"><div class="blockImage"><a href="/docs/en/faqs.html"><img src="/img/fasttext-icon-faq.png"/></a></div><div class="blockContent"><h2><div><span><p><a href="/docs/en/faqs.html">Frequently Asked Questions</a></p>
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  18. </span></div></h2><div><span><p>Questions gathered from the community</p>
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  19. </span></div></div></div><div class="blockElement alignCenter imageAlignTop threeByGridBlock"><div class="blockImage"><a href="/docs/en/api.html"><img src="/img/fasttext-icon-api.png"/></a></div><div class="blockContent"><h2><div><span><p><a href="/docs/en/api.html">API</a></p>
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  20. </span></div></h2><div><span><p>In depth review of fastText commands</p>
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  21. </span></div></div></div></div></div></div></div><div class="productShowcaseSection paddingTop"><h2><a href="/docs/en/references.html">References</a></h2><div class="container"><div class="wrapper"><div class="gridBlock"><div class="blockElement threeByGridBlock"><div class="blockContent"><h2><div><span><p><a href="https://arxiv.org/abs/1607.04606">Enriching Word Vectors with Subword Information</a></p>
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  22. </span></div></h2><div><span><p>P. Bojanowski, E. Grave, A. Joulin, T. Mikolov</p>
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  23. </span></div></div></div><div class="blockElement threeByGridBlock"><div class="blockContent"><h2><div><span><p><a href="https://arxiv.org/abs/1607.01759">Bag of Tricks for Efficient Text Classification</a></p>
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  24. </span></div></h2><div><span><p>A. Joulin, E. Grave, P. Bojanowski, T. Mikolov</p>
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  25. </span></div></div></div><div class="blockElement threeByGridBlock"><div class="blockContent"><h2><div><span><p><a href="https://arxiv.org/abs/1612.03651">FastText.zip: Compressing text classification models</a></p>
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  26. </span></div></h2><div><span><p>A. Joulin, E. Grave, P. Bojanowski, M. Douze, H. Jegou, T. Mikolov</p>
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  27. </span></div></div></div></div></div></div></div></div></div><footer class="nav-footer" id="footer"><section class="sitemap"><a href="/" class="nav-home"><img src="/img/fasttext-icon-white-web.png" alt="fastText"/></a><div><h5>Support</h5><a href="/docs/en/support.html">Getting Started</a><a href="/docs/en/supervised-tutorial.html">Tutorials</a><a href="/docs/en/faqs.html">FAQs</a><a href="/docs/en/api.html">API</a></div><div><h5>Community</h5><a href="https://www.facebook.com/groups/1174547215919768/" target="_blank">Facebook Group</a><a href="http://stackoverflow.com/questions/tagged/fasttext" target="_blank">Stack Overflow</a><a href="https://groups.google.com/forum/#!forum/fasttext-library" target="_blank">Google Group</a></div><div><h5>More</h5><a href="/blog">Blog</a><a href="https://github.com/facebookresearch/fastText" target="_blank">GitHub</a><a class="github-button" href="https://github.com/facebookresearch/fastText/" data-icon="octicon-star" data-count-href="/fastText/stargazers" data-count-api="/repos/fastText#stargazers_count" data-count-aria-label="# stargazers on GitHub" aria-label="Star this project on GitHub">Star</a></div></section><a href="https://code.facebook.com/projects/" target="_blank" class="fbOpenSource"><img src="/img/oss_logo.png" alt="Facebook Open Source" width="170" height="45"/></a><section class="copyright">Copyright © 2022 Facebook Inc.</section></footer></div></body></html>
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