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Shadow Mode

MLOps

Run new model in parallel without affecting users

What is Shadow Mode?

New model receives production inputs and logs outputs for comparison while not serving predictions to users.

Real-World Examples

  • Testing new recommendation model on real traffic

Related Terms

Learn more about concepts related to Shadow Mode