LLM Evaluation•13 min read
LLM Evaluation Frameworks: Measuring What Matters
Build comprehensive evaluation frameworks to measure LLM performance, accuracy, and quality. Learn about automated testing, A/B testing, and quality metrics that actually matter.
LLM Evaluation Frameworks: Measuring What Matters
Without proper evaluation, you're flying blind. Effective evaluation frameworks help you measure what actually matters for your use case.
Key Metrics
- Accuracy: Does the output correctly answer the question?
- Relevance: Is the information relevant to the query?
- Completeness: Does it cover all aspects of the question?
- Tone: Is the tone appropriate for your use case?
Evaluation Strategies
Build automated test suites, implement A/B testing, collect user feedback, and continuously monitor production performance.