Measure how much an LLM’s answers drift to detect hallucination risk and improve prompts for more reliable results.
Project description
hallu-assess
Measure how much an LLM’s answers drift to detect hallucination risk and improve prompts for more reliable outputs.
What it does
hallu-assess evaluates hallucination risk by:
- running the same prompt multiple times
- embedding each response
- measuring semantic deviation across outputs
High deviation → higher hallucination risk.
Installation
pip install hallu-assess
Detailed Documentation - WIP
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