3,654 questions with Azure Machine Learning tags

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Unable to create Azure ML Compute Instance

Hello, we have created a new Azure ML Workspace and I'm trying to create a GPU Compute underneath. I have all the necessary quota both in Azure ML and on subscription level, but the creation fails on the following issue: Provisioning error Allocation…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,654 questions
asked 2026-05-21T11:21:48.1666667+00:00
Slavo 0 Reputation points
commented 2026-05-22T17:25:57.8933333+00:00
SRILAKSHMI C 18,390 Reputation points Microsoft External Staff Moderator
1 answer

Azure OpenAI: GPT-5-mini resource temporarily blocked with 403 "unusual behavior detected" while processing medical/clinical text

  Service: Azure OpenAI                                                                                                                                                                                                                                       …

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,654 questions
asked 2026-05-22T12:50:32.1333333+00:00
Gokulnath Prabakaran 0 Reputation points
answered 2026-05-22T12:51:01.3866667+00:00

AI answer

2 answers

Sweep jobs using Bayesian Optimisation now fail due to missing pkg_resources

We've had a working sweep job creation method for a long time that suddenly starting breaking end of last week. We haven't updated our environment, code or job submission file. The error is as follows: Encounter error : Exception occurred while sampling:…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,654 questions
asked 2026-05-13T14:47:10.0466667+00:00
Harry Baker 5 Reputation points
commented 2026-05-21T19:16:17.6633333+00:00
Karnam Venkata Rajeswari 3,070 Reputation points Microsoft External Staff Moderator
0 answers

Azure OpenAI returns "I cannot assist" despite content filters set to Lowest blocking - false positives on legitimate business prompts

My Azure OpenAI resource is returning "I'm sorry, but I cannot assist with that request" for legitimate business requests (change header color to blue, create an endpoint where user can registere theirself, create an endpoint where list all the…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,654 questions
asked 2026-05-21T09:55:51.3566667+00:00
Mujtaba 5 Reputation points
commented 2026-05-21T13:57:03.55+00:00
SRILAKSHMI C 18,390 Reputation points Microsoft External Staff Moderator
3 answers

Backup Custom Avatar and Custom voice model

Hello Team, 1- I have created a custom avatar [ uploaded consent, training data and deployed the model] also i have created and trained a voice mode (trained and deployed) is there a way to backup all of this out of azure and then redeploy once…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,654 questions
asked 2026-05-19T08:51:57.8233333+00:00
Riham Fayez 0 Reputation points
commented 2026-05-21T12:21:41.1266667+00:00
SRILAKSHMI C 18,390 Reputation points Microsoft External Staff Moderator
1 answer

Import "azure.identity" could not be resolved

using the following script: https://microsoftlearning.github.io/mslearn-mlops/docs/01-experiment-evaluate-models.html line1: import azure.identity , get error Import "azure.identity" could not be resolved I'm using kernel Python 3.10…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,654 questions
asked 2026-05-13T22:02:43.8933333+00:00
Monica Carrasco 0 Reputation points
commented 2026-05-20T19:33:35.59+00:00
Karnam Venkata Rajeswari 3,070 Reputation points Microsoft External Staff Moderator
1 answer

Unable to deploy Azure AI VNet resources due to “Capability Host” issue – provisioning failure

I am encountering an issue while deploying Azure AI resources with VNet integration, where the deployment is failing at the Capability Host stage with an internal server error. Scenario We are attempting to deploy AI resources (Azure AI Foundry /…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,654 questions
asked 2026-05-20T09:13:49.1166667+00:00
Rani Chidaraboina (LTIMindtree Limited) 0 Reputation points Microsoft External Staff
answered 2026-05-20T09:14:20.34+00:00

AI answer

2 answers

Promptflow deployment failing in Azure AI Studio

I'm using Azure AI Studio for deployment of prompt flows. Deployment of smaller prompt flows(3 nodes, only 1 LLM tool node) are successfully deployed with an endpoint, however when I try to deploy bigger prompt flows(>5nodes, containing building…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,654 questions
Foundry Tools
Foundry Tools

Formerly known as Azure AI Services or Azure Cognitive Services is a unified collection of prebuilt AI capabilities within the Microsoft Foundry platform

4,566 questions
asked 2024-07-03T04:39:54.5+00:00
Das Gupta, Abhijeet 105 Reputation points
recommended 2026-05-20T08:58:31.6+00:00
JuliaMarvin 19,250 Reputation points Volunteer Moderator
1 answer One of the answers was accepted by the question author.

[AML] `request_timeout_ms` always resets to 0 on AML Singularity online deployments when updating with "az ml online-endpoint update"

When updating request_settings.request_timeout_ms on an Azure ML online deployment backed by a Singularity instance type, the value is silently ignored and always returns 0, regardless of the update method used. Steps to Reproduce Method 1: az ml with…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,654 questions
asked 2026-05-06T00:58:19.61+00:00
Yuan Li 20 Reputation points Microsoft Employee
accepted 2026-05-18T17:01:55.4433333+00:00
Yuan Li 20 Reputation points Microsoft Employee
2 answers

Internal Server Error when starting compute session in Prompt Flow in classic Foundry UI

I’m encountering an issue in Azure AI Foundry/Prompt Flow where the starting compute session operation fails with an internal server error, with no additional information. Error message: Session operation failed: InternalServerError Trace ID:…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,654 questions
asked 2026-05-13T22:28:01.2833333+00:00
Yuzhen Liu 5 Reputation points
commented 2026-05-15T14:32:31.9466667+00:00
Christian Markes Work 5 Reputation points
1 answer One of the answers was accepted by the question author.

Not able to make a gpu instance in azure ml compute instance

Hi, i wanted to train a model so i went and deplyed an azure ml and then in compute when i make a compute instance it shows cpu models available but gpu there is no quota and it shows You do not have enough quota for the following VM sizes. Click here to…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,654 questions
asked 2026-05-11T16:28:34.83+00:00
George Michael 20 Reputation points
accepted 2026-05-11T16:37:29.27+00:00
George Michael 20 Reputation points
2 answers One of the answers was accepted by the question author.

Support for mlflow 3.x.x in azure machine learning studio?

We had the same issue that is mentioned here: https://learn.microsoft.com/en-us/answers/questions/2288377/how-to-fix-model-logging-in-mlflow or here: https://learn.microsoft.com/en-us/answers/questions/5609748/support-for-mlflow-3-x-x-in-azure-ml. Is…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,654 questions
asked 2026-05-07T09:39:36.12+00:00
Berthold, Jan 20 Reputation points
commented 2026-05-11T15:05:15.47+00:00
SRILAKSHMI C 18,390 Reputation points Microsoft External Staff Moderator
1 answer One of the answers was accepted by the question author.

Azure ML: .txt files appear truncated and get _start_end.txt suffixes – what causes this and how to avoid it?

I am working with plain text (.txt) files in Azure Machine Learning and observing unexpected behavior when importing / consuming them as data. When the files are accessed through Azure ML datasets (e.g. FileDataset / MLTable / jobs), they sometimes…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,654 questions
asked 2026-04-27T19:52:38.2766667+00:00
JuhoKaijansinkkoTAU-6290 20 Reputation points
accepted 2026-05-11T12:01:12.5266667+00:00
JuhoKaijansinkkoTAU-6290 20 Reputation points
1 answer

Problem with creation of compute instance.

Hello, I am experiencing an issue while deploying a new compute instance. The provisioning process is stuck in the "Creating" state and does not progress. Could you please investigate if there is a platform-level issue or a resource lock…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,654 questions
asked 2026-05-11T07:10:31.5566667+00:00
kasix 0 Reputation points
answered 2026-05-11T10:33:06.04+00:00
Amira Bedhiafi 41,641 Reputation points MVP Volunteer Moderator
1 answer

The compute instance in the Azure ML workspace is stuck in the “Creating” state

We deploy Azure ML workspaces, endpoints, and computes via ARM using EV2. The EV2 deployment is failing at the step where a Machine Learning compute instance is being created. We observed that the compute instance remains stuck in the “Creating” state…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,654 questions
asked 2026-05-07T16:11:52.06+00:00
Mohan Sai Krishna Mopada 20 Reputation points Microsoft Employee
answered 2026-05-09T02:03:10.34+00:00
Vinodh247 42,696 Reputation points MVP Volunteer Moderator
1 answer One of the answers was accepted by the question author.

Problem connecting Azure Foundry models to VS Code Codex

We are trying to set up a foundry model to use for codex in VS Code and we're experiencing some issues, that I was hoping you could help us solve. We then followed this guide to set it up in vscode:…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,654 questions
asked 2026-04-27T11:24:42.8466667+00:00
Joel 20 Reputation points
edited a comment 2026-05-08T14:05:59.8266667+00:00
Joel 20 Reputation points
2 answers

Auto ML RAI job fails when 'Explain Model' is enables for classification

Environment - Azure Machine Learning, AutoML Classification task, Explain Model feature enabled Issue - I trained a classification model using Azure ML AutoML with the 'Explain Model' option turned on. The model training completed successfully and the…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,654 questions
asked 2026-04-21T08:22:00.8366667+00:00
Jain, Abhishek 0 Reputation points
commented 2026-05-05T16:58:33.8566667+00:00
Manas Mohanty 16,835 Reputation points Microsoft External Staff Moderator
0 answers

Compute start and stop and new resource creation is failing in AML workspace

I am unable to create and start and stop the compute resources in the AML workspace to run the notebooks required help in fixing the issue. is it due to quota issue?

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,654 questions
asked 2026-04-30T10:47:29.7566667+00:00
Sudheer Kuna (Quadrant Technologies LLC) 0 Reputation points Microsoft External Staff
commented 2026-05-04T04:23:52.1233333+00:00
Anshika Varshney 11,310 Reputation points Microsoft External Staff Moderator
2 answers

Azure ML Model prediction fail with Batch Endpoint

I have trained a Classification model through AutoML in Azure Machine Learning. After the training I registered the best model, deployed the model using the batch endpoint wizard. However, BatchScoring job always fail with this error: Execution failed.…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,654 questions
asked 2026-04-22T07:22:41.3+00:00
Jain, Abhishek 0 Reputation points
answered 2026-04-30T05:45:46.2266667+00:00
Manas Mohanty 16,835 Reputation points Microsoft External Staff Moderator
1 answer One of the answers was accepted by the question author.

Azure AutoML Classification Job Fails After Featurization - "Non terminal exception retries exhausted. TotalRetriesAttempted: 90

Environment Service: Azure Machine Learning AutoML (Classification) SDK: azure-ai-ml (Python 3.9) Job type: AutoML Classification, submitted via MLClient.jobs.create_or_update() Primary metric: AUC_weighted Max trials: 200 Feature count: ~600…

Azure Machine Learning
Azure Machine Learning

An Azure machine learning service for building and deploying models.

3,654 questions
asked 2026-04-14T04:33:53.2666667+00:00
Nishanth K 65 Reputation points
edited an answer 2026-04-29T11:00:32.4633333+00:00
Manas Mohanty 16,835 Reputation points Microsoft External Staff Moderator