LoRA: Fine-Tune a Giant Model by Training 1% of It

Fine-tuning a large model used to mean one painful thing: update every weight in it, keep a full copy per task, and pay for the GPUs to do it. A 7-billion-parameter model has 7 billion knobs. The Adam...