LLMs-from-scratch/ch06/01_main-chapter-code/README.md

# Chapter 6: Finetuning for Classification

### Main Chapter Code

- [ch06.ipynb](ch06.ipynb) contains all the code as it appears in the chapter
- [previous_chapters.py](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](gpt_download.py) contains the utility functions for downloading the pretrained GPT model weights
- [exercise-solutions.ipynb](exercise-solutions.ipynb) contains the exercise solutions for this chapter

### Optional Code

- [load-finetuned-model.ipynb](load-finetuned-model.ipynb) is a standalone Jupyter notebook to load the finetuned model we created in this chapter
- [gpt_class_finetune.py](gpt_class_finetune.py) is a standalone Python script file with the code that we implemented in [ch06.ipynb](ch06.ipynb) to finetune the GPT model (you can think of it as a chapter summary)
add readme 2024-05-13 08:50:55 -05:00			`# Chapter 6: Finetuning for Classification`

add main and optional sections 2024-06-19 17:48:25 -05:00			`### Main Chapter Code`

add readme 2024-05-13 08:50:55 -05:00			`- [ch06.ipynb](ch06.ipynb) contains all the code as it appears in the chapter`
add main and optional sections 2024-06-19 17:48:25 -05:00			`- [previous_chapters.py](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`
add readme 2024-05-13 08:50:55 -05:00			`- [gpt_download.py](gpt_download.py) contains the utility functions for downloading the pretrained GPT model weights`
			`- [exercise-solutions.ipynb](exercise-solutions.ipynb) contains the exercise solutions for this chapter`

add main and optional sections 2024-06-19 17:48:25 -05:00			`### Optional Code`

Add missing bullet point 2024-09-21 12:59:12 -05:00			`- [load-finetuned-model.ipynb](load-finetuned-model.ipynb) is a standalone Jupyter notebook to load the finetuned model we created in this chapter`
Add standalone finetuning and evaluation scripts for chapter 7 (#234) * add finetuning and eval scripts * update link * update links * fix link 2024-06-21 05:23:24 -05:00			`- [gpt_class_finetune.py](gpt_class_finetune.py) is a standalone Python script file with the code that we implemented in [ch06.ipynb](ch06.ipynb) to finetune the GPT model (you can think of it as a chapter summary)`
add main and optional sections 2024-06-19 17:48:25 -05:00