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Glossary: Fine-tuning LLMs

AdamW

A widely used optimizer for training neural networks. It keeps two running averages (optimizer states) for every trained parameter, which is a big part of full fine-tuning's memory cost.

Where the book teaches it

Related terms

Optimizer statesFull fine-tuning