mirror of
https://github.com/rasbt/LLMs-from-scratch.git
synced 2025-11-01 18:30:00 +00:00
721 B
721 B
Chapter 7: Finetuning to Follow Instructions
Main Chapter Code
- 01_main-chapter-code contains the main chapter code and exercise solutions
Bonus Materials
-
02_dataset-utilities contains utility code that can be used for preparing an instruction dataset.
-
03_model-evaluation contains utility code for evaluating instruction responses using a local Llama 3 model and the GPT-4 API.
-
04_preference-tuning-with-dpo implements code for preference finetuning with DPO (in progress)
-
05_dataset-generation contains code to generate synthetic datasets for instruction finetuning