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Once you are satisfied with the validation results, you can deploy your model to production.

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Deployment Workflow

  1. Deploy Weights: Make the new model available via a dedicated endpoint.
  2. Studio Testing: Perform a final verification in Maitai Studio to ensure the model captures the desired nuances in a live sandbox environment.
  3. A/B Test: Use Maitai’s routing rules to gradually introduce the new model to production traffic.
  4. Full Promotion: If the new model performs better in production, promote it to 100% of traffic.

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