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# Chapter 7: Finetuning to Follow Instructions
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## Main Chapter Code
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- [01_main-chapter-code](01_main-chapter-code) contains the main chapter code and exercise solutions
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## Bonus Materials
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- [02_dataset-utilities](02_dataset-utilities) contains utility code that can be used for preparing an instruction dataset.
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- [03_model-evaluation](03_model-evaluation) contains utility code for evaluating instruction responses using a local Llama 3 model and the GPT-4 API.
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- [04_preference-tuning-with-dpo](04_preference-tuning-with-dpo) implements code for preference finetuning with DPO (in progress)
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- [05_dataset-generation](05_dataset-generation) contains code to generate synthetic datasets for instruction finetuning
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