Model Validation

Definitions

1. The process of verifying that a model or model-backed system behaves acceptably before or during deployment. Model validation can include benchmarks, regression tests, human review, policy checks, and schema verification.

   In plain English: Checking that a model is acceptable and working as expected.

   Example: "The release checklist required model validation on real customer documents, not just curated benchmark examples."

Related Terms

• AI Language
• AI Parameter
• Classifier
• Model Benchmark
• Model Config
• Model Context
• Model Deployment
• Model Editor
• Validation Loss
• Validation Metric