llm-judge-independence

llm-judge-independence

itsjustmarsel

A diverse 6-LLM judge committee (4 labs, 3 countries) has correlated errors: ~1.9 effective independent judges of 6 (mean pairwise error-correlation ρ≈0.42) on RAGTruth. Provider diversity does not buy error-independence. Verdicts + one-command recompute included.

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Python Language
mit License
25 SrcLog Score
Cost to Build
$1.1K
Market Value
$500

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2 data points  ·  2026-08-15 → 2026-09-11
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What is the itsjustmarsel/llm-judge-independence GitHub project? Description: "A diverse 6-LLM judge committee (4 labs, 3 countries) has correlated errors: ~1.9 effective independent judges of 6 (mean pairwise error-correlation ρ≈0.42) on RAGTruth. Provider diversity does not buy error-independence. Verdicts + one-command recompute included.". Written in Python. Explain what it does, its main use cases, key features, and who would benefit from using it.

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