LoRA: Low-Rank Adaptation of Large Language Models - Explained visually + PyTorch code from scratch

A full visual explanation of LoRA, with PyTorch code form scratch! Full code and slides are available on my GitHub: https://github.com/hkproj/pytorch-lora Chapters 00:00 - Introduction 00:47 - How neural networks work 01:48 - How fine tuning works 03:50 - LoRA 08:58 - Math intuition 10:25 - Math explanation 14:05 - PyTorch implementation from scratch