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# Chapter 7: Finetuning to Follow Instructions
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- [create-preference-data-ollama.ipynb](create-preference-data-ollama.ipynb): A notebook that creates a synthetic dataset for preference finetuning dataset using Llama 3.1 and Ollama
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- In progress ...
In the meantime, also see
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- LLM Training: RLHF and Its Alternatives, [https://magazine.sebastianraschka.com/p/llm-training-rlhf-and-its-alternatives](https://magazine.sebastianraschka.com/p/llm-training-rlhf-and-its-alternatives)
- Tips for LLM Pretraining and Evaluating Reward Models, [https://sebastianraschka.com/blog/2024/research-papers-in-march-2024.html](https://sebastianraschka.com/blog/2024/research-papers-in-march-2024.html)