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Why Evaluating LLMs Is So Much Harder Than Evaluating Regular ML Models

中文摘要

探讨大语言模型评估为何比传统机器学习模型更复杂,不能仅靠简单指标完成。

English Summary

Evaluating LLMs is significantly more challenging than traditional ML models, as simple metrics are insufficient.

原文节选

Most people think evaluating LLMs is just like evaluating any other ML model, run some metrics, check a score, and you’re done. That… Continue reading on Medium »