You can add a version alias for each artifact or model version, this alias will act as a unique identifier to access the model or artifact. In this guide, we will see how to add a version alias for the artifact or model, but before that, there are a few things to consider.
  • The version alias must be unique across artifacts, so you cannot have the same version alias for two different artifacts or model versions within the same parent artifact or model.
  • Alias will not replace the version but they will be accessible with the version, you can still access the artifact version by version number.

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Adding version alias via Python SDK

  • You can add a version alias via Python SDK by following the way
  • The version alias should start with ‘v’ followed by alphanumeric and it can include ’.’ and ’-’ in between (e.g. v1.0.0, v1-prod, v3-dev, etc)
from truefoundry.ml import get_client

client = get_client()

artifact_version = client.log_artifact(ml_repo="", name="", artifact_paths=[])
artifact_version.version_alias = "v0.0.1" #It should start with 'v'

artifact_version.update()

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Adding version alias via UI

Follow this tutorial to add a version alias for an artifact version via UI