Testing and Evaluation

➺ Evaluation Metrics:

  • Response accuracy
  • Retrieval precision
  • Latency measurements
  • Resource usage 

    • ➺ Testing Framework:

    Test Types
  • Unit tests
  • Integration tests
  • Load testing
  • A/B testing
    • Quality Metrics
  • ROUGE scores
  • BLEU scores
  • Custom metrics
  • User feedback

    • ➺ Continuous Improvement:

  • Feedback loops
  • Model updates
  • System optimization
  • Performance tracking