LLM Evaluation Metrics: The Ultimate LLM Evaluation Guide

LLM Evaluation Metrics: The Ultimate LLM Evaluation Guide - Confident AI

@faun ・ Jul 07,2025

https://www.confident-ai.com/blog/llm-evaluation-metrics-eve...

LLM Evaluation Metrics: The Ultimate LLM Evaluation Guide - Confident AI

Dump BLEU and ROUGE. Let LLM-as-a-judge tools like G-Eval propel you to pinpoint accuracy. The old scorers? They whiff on meaning, like a cat batting at a laser dot. DeepEval? It wrangles bleeding-edge metrics with five lines of neat code. Want a personal touch? G-Eval's got your back. DAG keeps benchmarks sane. Don't drown in a sea of metrics—keep it to five or under. When fine-tuning, weave in faithfulness, relevancy, and task-specific metrics wisely.