Vertex AI was unable to deploy model

[rrmr2025]

I am trying to deploy a text-classification model (AutoML) to a Vertex AI endpoint, but the deployment has failed multiple times with the following error message:

Due to an error, Vertex AI was unable to deploy model ...

Additional Details:

Operation State: Failed with errors

Error Messages: System error. Please try this operation again.

[ruthseki]

Hi @rrmr2025,

Welcome to Google Cloud Community!

I understand that you are experiencing the error message: System error. Please try this operation again.

The service health status summary page shows that there are no reported issues related to your use case.

Additionally, according to this documentation:

Starting on September 15, 2024, you can only customize classification, entity extraction, and sentiment analysis objectives by moving to Vertex AI Gemini prompts and tuning. Training or updating models for Vertex AI AutoML for Text classification, entity extraction, and sentiment analysis objectives will no longer be available. You can continue using existing Vertex AI AutoML Text models until June 15, 2025. For a comparison of AutoML text and Gemini, see Gemini for AutoML text users. For more information about how Gemini offers enhanced user experience through improved prompting capabilities, see Introduction to tuning. To get started with tuning, see Model tuning for Gemini text models.

Alternatively, you may refer to this troubleshooting guide page that you may find useful.

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