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Model registry & lineage

Version and share ML assets while preserving the code, data, parameters, and runs that produced them.

4 guides · Suggested reading order

Start here

Registries and reusable assets

Understand how Polyaxon organizes reusable ML assets.

Read the guide

Continue the learning path

  1. Model Registry

    Organize model assets and their versions.

  2. Model versions

    Associate model versions with the runs that produced them.

  3. Run Lineage

    Inspect the input and output dependencies of a run.

Go deeper

Put the foundations into practice

Explore practical guides and resources to take the next step.