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Check the video walkthough and code tutorial.
TutorialDescriptionCode exampleVideo
LLM Evaluation MethodsTutorial with an overview of methods.
  • Part 1. Anatomy of a single evaluation. Covers basic LLM evaluation API and setup.
  • Part 2. Reference-based evaluation: exact match, semantic similarity, BERTScore, and LLM judge.
  • Part 3. Reference-free evaluation: text statistics, regex, ML models, LLM judges, and session-level evaluators.
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