Azure Machine Learning
An Azure machine learning service for building and deploying models.
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How to fix "Failed to parse artifact data" with HuggingFace models in Azure ML?
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Hanoi Medina
0
Reputation points
I am encountering the message "Failed to parse artifact data" when trying to deploy any HuggingFace model in Azure ML Studio. Although the model appears to deploy successfully, attempting to test it produces the error "Failed to test model: request failed with status code 424". I have attempted to resolve the latter error with suggestions found on Google and Copilot, but without success thus far. I assume that this is because this error is a consequence of the former. Please suggest any solutions.
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AshokPeddakotla-MSFT 29,906 Reputation points2024-05-23T05:14:25.5966667+00:00 Hanoi Medina Greetings & Welcome to Microsoft Q&A forum!
"Failed to parse artifact data" usually occurs when there is an issue with the model file or the model configuration file.
Please see Troubleshooting: Deployment errors and unsupported models and let me know if that helps.
Also, check Common error codes for managed online endpoints for common errors.
If your model container returns a non-200 response, Azure returns a 424. Check the
Model Status Codedimension under theRequests Per Minutemetric on your endpoint's Azure Monitor Metric Explorer. Or check response headersms-azureml-model-error-statuscodeandms-azureml-model-error-reasonfor more information. If 424 comes with liveness or readiness probe failing, consider adjusting probe settings to allow longer time to probe liveness or readiness of the container. -
Hanoi Medina 0 Reputation points
2024-05-23T15:40:36.4833333+00:00 Thanks for the reply.
Note that, once I create the ML workspace (I have tried this a few times), the "Failed to parse artifact data" error message arises as soon as I select the model in the catalog, any HuggingFace model. Also, I am experimenting the same issue both in my personal account and my work account.
Could be that a bug associated with the integration of that specific collection?
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AshokPeddakotla-MSFT 29,906 Reputation points
2024-06-04T16:19:01.2133333+00:00 Apologies for the delayed response. Are you still blocked? Did you check the troubleshooting guide shared earlier?
I tried multiple times but unable to re-produce the issue.
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