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Library for efficient text classification and representation learning

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Download Models

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

English word vectors

Pre-trained on English webcrawl and Wikipedia

Multi-lingual word vectors

Pre-trained models for 157 different languages

Help and references

Tutorials

Learn how to use fastText

Frequently Asked Questions

Questions gathered from the community

API

In depth review of fastText commands

References

Enriching Word Vectors with Subword Information

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

Bag of Tricks for Efficient Text Classification

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

FastText.zip: Compressing text classification models

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

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