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Chapter 5: Pretraining on Unlabeled Data

Main Chapter Code

  • ch05.ipynb contains all the code as it appears in the chapter
  • previous_chapters.py is a Python module that contains the MultiHeadAttention module and GPTModel class from the previous chapters, which we import in ch05.ipynb to pretrain the GPT model
  • 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

  • gpt_train.py is a standalone Python script file with the code that we implemented in ch05.ipynb to train the GPT model (you can think of it as a code file summarizing this chapter)
  • gpt_generate.py is a standalone Python script file with the code that we implemented in ch05.ipynb to load and use the pretrained model weights from OpenAI