Model Validation
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Validate model quality, robustness, and reliability.
AI Model Validation, Robustness and Reliability
Curated resources for validating model quality, robustness, reliability, calibration and reproducible AI evaluation.
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Brittlebench: Quantifying LLM robustness via prompt sensitivity
Paper • 2603.13285 • Published -
Lessons from the Trenches on Reproducible Evaluation of Language Models
Paper • 2405.14782 • Published • 1 -
Benchmark Agreement Testing Done Right: A Guide for LLM Benchmark Evaluation
Paper • 2407.13696 • Published • 5 -
Reza-Telus/certainty-robustness-llm-evaluation
Viewer • Updated • 200 • 59 -
validation/ai-validation-checklists
Viewer • Updated • 60 • 53 -
RUPBench: Benchmarking Reasoning Under Perturbations for Robustness Evaluation in Large Language Models
Paper • 2406.11020 • Published -
Validation Readiness
✅Assess AI validation readiness across key system layers.