Inspect
Framework for Large Language Model Evaluations

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
- Built-in components for prompt engineering
- Support for multi-turn dialog
- Model graded evaluations
- Extensions for new elicitation and scoring techniques
- Integration with various model providers
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
Frequently Asked Questions
-
Q:What is Inspect?
A:Inspect is an open-source framework for large language model evaluations. -
Q:What components does Inspect provide?
A:Inspect provides solvers, tools, scorers, datasets, and models for creating evaluations. -
Q:Can Inspect support new techniques?
A:Yes, Inspect supports extensions for new elicitation and scoring techniques through Python packages.
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