The easiest way to download and manage these embeddings is through the fasttext Python package . pip install fasttext Use code with caution.

Depending on your framework, there are several ways to load these files: Word vectors for 157 languages - fastText

import fasttext.util fasttext.util.download_model('en', if_exists='ignore') # Downloads English model ft = fasttext.load_model('cc.en.300.bin') Use code with caution.

These are specifically trained on Wikipedia data for each language.