Saving and reloading the model

Model persistence is a key topic, especially while operating with different platforms. We can also reuse the model for further training (transfer learning) or performing tasks.

In this recipe, we will persist (save and reload) the Word2Vec models.

How to do it...

1. Save the Word2Vec model using WordVectorSerializer:
   

WordVectorSerializer.writeWord2VecModel(model, "model.zip");

2. Reload the Word2Vec model using WordVectorSerializer:

Word2Vec word2Vec = WordVectorSerializer.readWord2VecModel("model.zip");

How it works...

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