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rasbt-LLMs-from-scratch/ch05/01_main-chapter-code
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Sebastian Raschka ea9b4e83a4
Add chatpgpt-like user interface (#360) 
* Add chatpgpt-like user interface

* fixes
2024-09-17 08:26:44 -05:00
..
ch05.ipynb Add chatpgpt-like user interface (#360) 2024-09-17 08:26:44 -05:00
exercise-solutions.ipynb add note about duplicated cell 2024-08-19 21:04:18 -05:00
gpt_download.py Add download help message (#274) 2024-07-19 08:29:29 -05:00
gpt_generate.py update generate to match output in main chapter 2024-06-22 12:01:51 -05:00
gpt_train.py Test code in pytorch 2.4 (#285) 2024-07-24 21:53:41 -05:00
previous_chapters.py fixed num_workers (#229) 2024-06-19 17:36:46 -05:00
README.md add main and optional sections 2024-06-19 17:48:25 -05:00
tests.py check gpt files (#208) 2024-06-12 07:19:10 -05:00

README.md

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