Chapter 6: Finetuning for Classification

Chapter 6: Finetuning for Classification#

Main Chapter Code#

  • ch06.ipynb contains all the code as it appears in the chapter

  • previous_chapters.py is a Python module that contains the GPT model we coded and trained in previous chapters, alongside many utility functions, which we reuse in this chapter

  • gpt_download.py contains the utility functions for downloading the pretrained GPT model weights

  • exercise-solutions.ipynb contains the exercise solutions for this chapter

Optional Code#

  • load-finetuned-model.ipynb is a standalone Jupyter notebook to load the finetuned model we created in this chapter

  • gpt_class_finetune.py is a standalone Python script file with the code that we implemented in ch06.ipynb to finetune the GPT model (you can think of it as a chapter summary)

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