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Deployment with model serving failed after entering "DEPLOYMENT_READY" state

adrianna2942842
New Contributor III

Hi, 

I was trying to update a config for an endpoint, by adding a new version of an entity (version 7). The new model entered "DEPLOYMENT_READY" state, but the deployment failed with timed out exception. I didn't get any other exception in Build or Service logs.

deployment_fail.PNG

For debugging, I tried to update the config using the entity that was already deployed before (version 5), but it also failed with the same exception.

deployment_failed2.PNG

I created a new endpoint and deployment of these entities was successful there. I will be grateful for any hints why the deployment failed. 

1 REPLY 1

Kumaran
Databricks Employee
Databricks Employee

Hi @adrianna2942842,

Thank you for contacting the Databricks community.

May I know how you are loading the model?

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