A Beginner’s Guide to LLM Fine-Tuning

How to fine-tune Llama and other LLMs with one tool

Maxime Labonne
Towards Data Science
8 min readAug 30, 2023

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The growing interest in Large Language Models (LLMs) has led to a surge in tools and wrappers designed to streamline their training process.

Popular options include FastChat from LMSYS (used to train Vicuna) and Hugging Face’s transformers/trl libraries (used in my previous article). In…

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Ph.D., Staff ML Scientist @ Liquid AI • Author of "Hands-On Graph Neural Networks" • x.com/maximelabonne