Fine-Tuning LLMs: Navigating Catastrophic Forgetting and Multi-Task Learning

Introduction: In the realm of Large Language Models (LLMs), fine-tuning has emerged as a powerful technique, offering a way to customize these models for specific tasks. While fine-tuning for a single task is computationally efficient and quick, it i...