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GitHub - klara-research/klarity: See Through Your Models

Klarity Klarity Understanding uncertainty in generative model predictions 🎯 Overview 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 Stru...

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