Measuring model performance is essential for determining whether fine-tuning improves an AI system for its intended business task. A model may produce fluent responses but still generate incorrect information, miss important details, or perform inconsistently on specialized requests. An experienced LLM fine-tuning service provider establishes measurable benchmarks before training and compares...