What is Fine-Tuning in AI Model Training?

Fine-tuning adapts a pre-trained AI model to a specific task or domain by continuing its training on a targeted, smaller dataset. Instead of training from scratch — which requires massive compute — fine-tuning transfers general capabilities and specializes them, often achieving expert-level performance with thousands, not billions, of examples.