Fine-tuning a GPT — LoRA

This post explains the proven fine-tuning method LoRA, the abbreviation for “Low-Rank Adaptation of Large Language Models”. In this post, I will walk you through the LoRA technique, its architecture, and its advantages. I will present related background knowledge, such as the concepts of “low-rank” and “adaptation” to help your understanding. Similar to “Fining-tune a GPT — Prefix-tuning”, I cover a code example and will walk you through the…