kglids / kg_governor / data_profiling / src / fasttext_embeddings / README.md
README.md
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Here goes the embedding file for fastText: cc.en.50.bin.

To generate it:

  1. Download the 300-dimensional model using:
import fasttext.util
fasttext.util.download_model('en', if_exists='ignore')
ft = fasttext.load_model('cc.en.300.bin')
  1. Reduce the dimension to 50 using:
import fasttext
import fasttext.util
ft = fasttext.load_model('cc.en.300.bin')
fasttext.util.reduce_model(ft, 50)
  1. Save the model using:
ft.save_model('cc.en.50.bin')