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Mix training and inference infra and manifests #1487

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Description

This PR....

Tasks

  • The contributing guide has been read and followed.
  • The samples added / modified have been fully tested.
  • Workflow files have been added / modified, if applicable.
  • Region tags have been properly added, if new samples.
  • All dependencies are set to up-to-date versions, as applicable.
  • Merge this pull-request for me once it is approved.

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