How to Fine-Tune Open-Source LLMs Locally Using QLoRA!

In this video, I walk through a collab notebook in order to fine tune an open source LLM locally using QLoRA. Here is my Twitter: https://twitter.com/lukemoningtonAI Here is the Hugging Face collab notebook for QLoRA: https://colab.research.google.com/drive/1VoYNfYDKcKRQRor98Zbf2-9VQTtGJ24k?usp=sharing Feel free to post questions in the comments section! 0:00 Introduction 0:24 Explanation of Python Libraries 2:46 Loading the Model 5:18 Preparing the Model for Training 6:51 Preparing the Lora Configuration 8:45 Preparing the Dataset 9:24 Fine-Tuning the LLM 11:42 Saving the Model and Inferencing