LLM Evaluation

Comprehensive evaluation framework with metrics, testing patterns, and statistical validation

• +Provides concrete code examples for BLEU, ROUGE, BERTScore, and custom metrics
• +Covers automated metrics, LLM-as-judge, human evaluation, and A/B testing comprehensively
• +Includes statistical testing with effect size calculation and regression detection
• -Requests filesystem write, shell execution, and network without clear justification
• -Content truncates mid-implementation without completion of benchmark runner