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    • Start here
    • Learning paths5 paths
    • Modules11 modules
    • Projects5 projects
    • Quizzes
    • Flashcards
    • Homework
    • Interview prep8 question banks
    • Cheat sheets11 sheets
    • Glossary239 terms
    • Code snippets
    • Ask the mentor
    • My notes
    • My progress
  1. Reference
  2. Exact match and F1

Glossary

Exact match and F1

Reference-based metrics for tasks with a gold answer, such as extraction. Exact match requires an identical answer; F1 scores partial overlap.

Where it is explained

  • Evaluating LLM systemsEvaluation and model adaptation

See also

Terms explained in the same lessons.

  • A/B test
  • Benchmark contamination
  • Bootstrap
  • Cohen's kappa
  • Deterministic check
  • Dev set
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GGenerative AI

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