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Hi Everyone, I Have A Few Questions To Understand The Clearml-Serving A Little Better (And How Much Resources To Allocate For The Serving Pods): Are The Models I Defined To Be Served E.G. Via The Cli Downloaded To The Serving Pod? So That They Are Physica


Hi @<1649221394904387584:profile|RattySparrow90>

: Are the models I defined to be served e.g. via the CLI downloaded to the serving pod

Yes this is done automatically and online (i.e. when you update the using CLI/API) , based on the models/endpoints you set

So that they are physically lying there as a file I can see in the filesystem?

They are, and cached there

Or is it more the case that the pod gets the model when needed/when an API call for this model is incoming?

It downloads and loads it when the endpoint is created/updated, but there is always some "warmup" that the first requests will trigger.

  
  
Posted 8 months ago
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8 months ago
8 months ago