# fastText
Library for efficient text classification and representation learning

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## Library for efficient text classification and representation learning

Get Started
Download Models

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What is fastText?

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.

## Watch Introductory Video

## Download pre-trained models

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English word vectors

Pre-trained on English webcrawl and Wikipedia

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Multi-lingual word vectors

Pre-trained models for 157 different languages

## Help and references

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Tutorials

Learn how to use fastText

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Frequently Asked Questions

Questions gathered from the community

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API

In depth review of fastText commands

## References

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Enriching Word Vectors with Subword Information

P. Bojanowski, E. Grave, A. Joulin, T. Mikolov

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Bag of Tricks for Efficient Text Classification

A. Joulin, E. Grave, P. Bojanowski, T. Mikolov

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FastText.zip: Compressing text classification models

A. Joulin, E. Grave, P. Bojanowski, M. Douze, H. Jegou, T. Mikolov