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1import fasttext
2import fasttext.util
3
4fasttext.util.download_model('en', if_exists='ignore')
5print("Downloaded 300-D embeddings model")
6ft = fasttext.load_model('cc.en.300.bin')
7print(f"Current embedding dimension : {ft.get_dimension()}\n")
8
9print(f"Reducing embedding dimension to 100-D")
10fasttext.util.reduce_model(ft, 100)
11print(f"Reduced embedding dimension : {ft.get_dimension()}\n")
12ft.save_model('cc.en.100.bin') # Use this in the code...gzip cc.en.100.bin