Fine-tuning LLM with QLoRA on Single GPU: Training Falcon-7b on ChatBot Support FAQ Dataset

In this video, you'll learn how to of fine-tuning the Falcon 7b LLM (40b version is #1 on the Open LLM Leaderboard) on a custom dataset using QLoRA. The Falcon model is free for research and commercial use. We'll use a dataset consisting of Chatbot customer support FAQs from an ecommerce website.

Throughout the video, we'll cover the steps of loading the model, implementing a LoRA adapter, and conducting the fine-tuning process. We'll also monitor the training progress using TensorBoard. …

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