Practical Tips for Finetuning LLMs Using LoRA (Low-Rank Adaptation)Low-rank adaptation (LoRA) is among the most widely used and effective techniques for efficiently training custom LLMs. For those interested in open-source LLMs, it's an essential technique worth familiarizing oneself with. Last month, I shared an article with several LoRA experiments, based on the open-source Lit-GPT repository that I co-maintain with my colleagues at Lightning AI. This Ahead of
