Fun with Large Models

May 28, 2026 · Artificial Intelligence

Hands‑On Large‑Model Evaluation: Dataset and Automated Scoring with EvalScope

This article walks through practical large‑model evaluation using the EvalScope platform, covering dataset‑based testing, multi‑dataset aggregation, custom data creation, the BLEU and ROUGE metrics, and how to employ a judge LLM for automated, quantifiable scoring.