Due to space constraint I could not add the ELIB word embedding model and the fine-tuned transformer models. Please download and decompress all three folders into the main branch from this link . Afterwards, download the ft_en_cc model using the following command and place it inside the models folder,
import fasttext.util
fasttext.util.download_model('en', if_exists='ignore') # English
ft = fasttext.load_model('cc.en.300.bin')