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Klarity AI icon

Klarity AI

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Klarity is a tool for analyzing uncertainty in generative model outputs. It combines both raw probability analysis and semantic understanding to provide deep insights into model behavior during text generation. The library offers:

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License model

  • Free • Open Source

Platforms

  • Python
  • Self-Hosted
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  1.  Python-based

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Klarity AI information

  • Developed by

    Klara Labs

  • Licensing

    Open Source (Apache-2.0) and Free product.

  • Written in

  • Alternatives

    0 alternatives listed

  • Supported Languages

    • English

AlternativeTo Category

AI Tools & Services

GitHub repository

  •  397 Stars
  •  27 Forks
  •  3 Open Issues
  •   Updated Mar 7, 2025 
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Klarity AI was added to AlternativeTo by Paul on Feb 6, 2025 and this page was last updated Feb 6, 2025.
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What is Klarity AI?

Klarity is a tool for analyzing uncertainty in generative model outputs. It combines both raw probability analysis and semantic understanding to provide deep insights into model behavior during text generation. The library offers:

  • Dual Entropy Analysis: Combines raw probability entropy with semantic similarity-based entropy
  • Semantic Clustering: Groups similar predictions to understand model decision-making
  • Structured Output: Returns detailed JSON analysis of generation patterns
  • AI-powered Analysis: Uses a separate model to analyze generation patterns and provide human-readable insights

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