Module 12: LLM Evaluation and Testing
๐ฏ Learning Objectivesโ
- Implement automated LLM testing frameworks
- Design human evaluation pipelines
- Conduct safety testing and red teaming
๐ Module Contentโ
Chapter 1: Automated LLM Testingโ
Prompt testing frameworks, regression testing, golden datasets.
Chapter 2: Human Evaluation Pipelinesโ
Annotation platforms, evaluation criteria, inter-annotator agreement.
Chapter 3: Safety Testingโ
Red teaming, jailbreak detection, content filtering, safety benchmarks.
๐ Let's Begin!โ
Start with Chapter 1: Automated LLM Testing.