LLMs-from-scratch/ch07/01_main-chapter-code/README.md

# Chapter 7: Finetuning to Follow Instructions

### Main Chapter Code

- [ch07.ipynb](ch07.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

### Optional Code

- [load-finetuned-model.ipynb](load-finetuned-model.ipynb)  is a standalone Jupyter notebook to load the instruction finetuned model we created in this chapter
add instruction dataset 2024-06-08 10:38:41 -05:00			`# Chapter 7: Finetuning to Follow Instructions`

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

			`- [ch07.ipynb](ch07.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`

			`### Optional Code`

example code to use the finetuned model 2024-06-19 20:21:14 -05:00			`- [load-finetuned-model.ipynb](load-finetuned-model.ipynb) is a standalone Jupyter notebook to load the instruction finetuned model we created in this chapter`