LoRA, QLoRA, or Distillation? A No-Nonsense Guide to Choosing

If you've ever tried to fine-tune a large language model on normal hardware, you know the wall you hit fast. A 7-billion-parameter model trained the old-fashioned way can eat 100+ GB of GPU memory. Mo