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LLM Evaluation
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Stratification
Stratification
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5 questions
Questions tagged with Stratification — part of LLM Evaluation.
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Questions
Why is reporting only mean eval score dangerous for LLM quality tracking?
Multiple Choice
Medium
·
Qual 4.0
Explain the sign-reversal failure mode in LLM judge calibration and how to prevent it
Short Answer
Hard
·
Qual 4.0
Predict what slice-level eval reveals about an 85% faithful RAG system suspected to fail on multi-hop queries
Predict Output
Hard
·
Qual 4.0
How large should a golden eval set be, and what signals tell you when you have enough examples?
Short Answer
Hard
·
Qual 4.0
What is the practical guidance on golden eval set size for LLM systems?
Multiple Choice
Medium
·
Qual 4.0