Expert Specialized Fine-Tuning (ESFT) is an efficient fine-tuning method for large language models (LLMs) with a Mixture-of-Experts (MoE) architecture. It optimizes model performance by adjusting only the task-related parts, improving efficiency while reducing resource and storage usage.