Summary
It’s fair to say that this chapter is one of the most important chapters of the book. Here, we learned about transfer learning and transformers, and how to use the spaCy configuration system to train the TextCategorizer component.
With the knowledge of how to prepare the data to train spaCy components and the knowledge of how to use the configuration files to define the training settings, you are now able to fine-tune any spaCy trainable component. That´s a huge step, congratulations!
In this chapter, you learned about language models. In the next chapter, you will learn how to use LLMs, which are the most powerful NLP models today.
