Inspect

Inspect

Framework for Large Language Model Evaluations

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Inspect is an open-source framework for large language model evaluations created by the UK AI Safety Institute. It provides built-in components for prompt engineering, tool usage, multi-turn dialog, and model graded evaluations. Users can explore various solvers, tools, scorers, datasets, and models to create advanced evaluations. Inspect supports extensions for new elicitation and scoring techniques through Python packages.

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Features

Advantages

  • Open-source framework
  • Support for multiple model providers
  • Flexible solvers and tools
  • Scalable for advanced evaluations
  • Community support and extensions

Disadvantages

  • Complex setup process with model installations
  • Requires understanding of solvers and scorers
  • Limited documentation for custom extensions

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