Save the Word2Vec model using WordVectorSerializer: WordVectorSerializer.writeWord2VecModel(model, "model.zip"); Reload the Word2Vec model using WordVectorSerializer: Word2Vec word2Vec = WordVectorSerializer.readWord2VecModel("model.zip");