fasttext-reducer

A tiny package (and standalone script) for downloading any pretrained fasttext word vector model to any desired location and then reducing its number of dimensions.

Installation

Either run the following to install from PyPI:

pip install fasttext-reducer

Or clone the repository and install the package using pip install .

Example usage

To download the English pretrained model, reduce it to 30 dimensions, and save it to /Users/admin/, you can run the following command:

fasttext-reduce --root_dir /Users/admin --lang en --dim 30

You can also use the package within Python:

from fasttext_reducer.reduce_fasttext_models import reduce_fasttext_models

reduce_fasttext_models('/Users/admin', 'en', 30)