Build a LoRA Adapter from Scratch: A Portfolio-Ready PyTorch Project
A hands-on build guide for implementing a LoRA adapter from scratch in PyTorch, including rank-decomposed weight matrices and a complete fine-tuning loop for BERT — designed to signal real ML engineering skill on a portfolio.