Alibaba Cloud Developer

Jun 23, 2025 · Artificial Intelligence

How to Systematically Conduct Large Model Evaluation in Real-World Scenarios

This guide walks readers through a complete, business‑oriented workflow for evaluating large language models—from requirement analysis and test‑set design to metric definition, execution, result aggregation, and report generation—while addressing common challenges such as data imbalance, annotation quality, and automation.