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PolarDB:Procedure to build a custom model

Last Updated:Mar 28, 2026

When a built-in model doesn't meet your requirements — for example, when you need to optimize an algorithm or adjust a model's structure — PolarDB for AI lets you build and deploy a custom model. Custom models run in confidential containers, keeping your model and data secure.

Building a custom model involves three sequential steps:

  1. Create a model

  2. Evaluate a model

  3. Perform model inference