Week 7 - Fine-Tuning I

This week you will...

• know how to prepare the data for training LLMs.

• get a better technical understanding of how to train LLMs.

• learn about different alignment approaches such as RLHF and RLAIF using PPO, or DPO.

Learning Resources

5MB

231204_Fine-Tuning I.pdf

pdf

• Training a causal language model from scratch from the Hugging Face NLP course.

• Video by Andrej Karpathy explaining how to train a GPT from scratch.

Until next week you should...

• week 2 and week 3 of the course Generative AI with Large Language Models.

• specify which metrics you'll use to evaluate the model performance, and why you've chosen these metrics. Document it in the corresponding section of your project repository.