Model validation & benchmarking playbook

Practical protocols, metrics, and templates to validate models, assess generalizability, and benchmark performance before deployment.


Checklist

Model validation & benchmarking checklist

A practical, step-by-step checklist to validate model performance, robustness, generalizability, calibration, fairness, and deployment readiness — plus recommended benchmarks, documentation requirements, and monitoring preparations.

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