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MLFlow

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Why not use MLFlow tracking also for production inference runs?

  • There is no hard “why not”, and in fact, some misuse of MLFlow seems to even be promoted: https://databricks.com/session_na21/misusing-mlflow-to-help-deduplicate-data-at-scale. But, depending on the storage backend and number of runs… we may hit some limitation there.

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