Detect if MLFlow Model was updated

[lykelly19]

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Test Results for assets-test

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Results for commit de114a3.

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Test Results for scripts-test

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Results for commit de114a3.

♻️ This comment has been updated with latest results.

[sophies927]

This looks good to me from a Foundry Local perspective! Just to confirm that I'm fully understanding the changes, this will only cause an error if MLFlow model is updated, but it looks like nothing will happen if a custom model variant with an MLFlow parent model (e.g., some of the Phi models) is updated, correct? And are there any plans to fully delete/remove MLFlow models entirely?

If no to both, local models will be unaffected since we only update/publish new versions for model variants.

[lykelly19]

This looks good to me from a Foundry Local perspective! Just to confirm that I'm fully understanding the changes, this will only cause an error if MLFlow model is updated, but it looks like nothing will happen if a custom model variant with an MLFlow parent model (e.g., some of the Phi models) is updated, correct? And are there any plans to fully delete/remove MLFlow models entirely?

If no to both, local models will be unaffected since we only update/publish new versions for model variants.

Correct, no impact for Foundry Local since those are all custom. We're still looking into what to do with existing MLFlow models, but right now just latest/new ones will be impacted by this gate update. You might've been added as a reviewer since I was ensuring a custom model wasn't impacted (and happened to choose a Foundry Local one), thanks for taking a look! :)