LoRA Fine-Tuning Explained: The Intuition, the Math and the Practice
A beginner-friendly deep dive into LoRA fine-tuning: why weight updates are low-rank, the exact math, LoRA rank and alpha, merging, QLoRA and serving, with animations and a real experiment.