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14:39
YouTube
Mark Hennings
LoRA & QLoRA Fine-tuning Explained In-Depth
In this video, I dive into how LoRA works vs full-parameter fine-tuning, explain why QLoRA is a step up, and provide an in-depth look at the LoRA-specific hyperparameters: Rank, Alpha, and Dropout. 0:26 - Why We Need Parameter-efficient Fine-tuning 1:32 - Full-parameter Fine-tuning 2:19 - LoRA Explanation 6:29 - What should Rank be? 8:04 ...
150.4K views
Dec 14, 2023
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