Azure Machine Learning
An Azure machine learning service for building and deploying models.
3,193 questions
1 answer
Phi-4-multimodal does not support text + audio + image inputs in the same prompt
I am integrating the Phi-4-Multimodal-Instruct model via the Azure AI Inference SDK and successfully submitting text and image inputs. However, when I attempt to include audio as input, I receive the following error: {'error': {'code': 'Bad Request',…
asked 2025-03-18T19:11:50.0433333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(99.2, 88%, 19%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ELP%3C/text%3E%3C/svg%3E)
Luca Piscitelli
5
Reputation points
commented 2025-03-20T12:10:04.0666667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(166.4, 22%, 26%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESC%3C/text%3E%3C/svg%3E)
SriLakshmi C
3,415
Reputation points Microsoft External Staff
0 answers
cant view my serverless deployed models
i have deployed 2 models llama vision 3.2 and llama instruct on serverless API , they got deployed successfully but when im trying to view them on azure im getting this error page "Hmm ... That didn't work Sorry, it looks like the page you're…
asked 2025-03-19T08:56:21.53+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(284.8, 20%, 37%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EM7%3C/text%3E%3C/svg%3E)
MarwanSamrout-7915
40
Reputation points
commented 2025-03-20T12:08:44.1566667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(6.4, 61%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ES%3C/text%3E%3C/svg%3E)
santoshkc
13,525
Reputation points Microsoft External Staff
3 answers
One of the answers was accepted by the question author.
Error while creating a managed online endpoint in azure machine learning studio
while creating a managed online endpoint in azure machine learning studio I get the following error in my workspace's notebook: --------------------------------------------------------------------------- OperationFailed Traceback (most recent call last)…
asked 2024-08-23T21:29:59.2566667+00:00
Matias Larsson
100
Reputation points
commented 2025-03-20T11:36:09.0566667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(137.6, 96%, 23%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJC%3C/text%3E%3C/svg%3E)
Jaime Canteiro
0
Reputation points
0 answers
How to deploy a prompt flow with az ml CLI without enabling streaming response?
Hi, I deployed a prompt flow as online endpoint via CLI az ml (as part of CI/CD pipeline). The deployment succeeded but the default output mode is streaming obviously. I get the following error during testing: ... execution.flow INFO Node…
asked 2025-03-20T11:30:51.5266667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(38.4, 53%, 13%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ETF%3C/text%3E%3C/svg%3E)
Tibor Fabian
0
Reputation points
asked 2025-03-20T11:30:51.5266667+00:00
Tibor Fabian
0
Reputation points
1 answer
Azure ML Studio AutoML Model Explanations Not Loading Part II
I had run into issues with Azure ML studio not loading model explanations a couple months ago and was able to resolve it by clearing my browsing cache:…
asked 2025-03-20T01:10:50.26+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(60.8, 56.00000000000001%, 15%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJ%3C/text%3E%3C/svg%3E)
JJ
25
Reputation points
answered 2025-03-20T11:19:01.0533333+00:00
Amira Bedhiafi
30,181
Reputation points
1 answer
why compute cluster is not found in workspace
Getting error while creating a ML job. I am selecting compute cluster then i get error msg "The AutoMLJob input is invalid. Compute bsmea1 not found in workspace" but works fine with serverless compute. this issue started today itself. job…
asked 2025-03-19T17:31:39.1933333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(67.2, 92%, 16%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EBM%3C/text%3E%3C/svg%3E)
BS MEA
0
Reputation points
commented 2025-03-20T08:40:51.9633333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(281.6, 88%, 37%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESA%3C/text%3E%3C/svg%3E)
Saideep Anchuri
4,515
Reputation points Microsoft External Staff
0 answers
My ML Training Jobs are failing in Python SDK v2
I can successfully create an MLClient handle to my workspace. I can successfully create a job for generating a custom Environment. I have successfully created a training script. Command job for training fails even to start.
asked 2025-03-14T21:06:26.17+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(150.4, 47%, 24%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EBC%3C/text%3E%3C/svg%3E)
Beena Chopade
5
Reputation points
commented 2025-03-20T08:04:27.6933333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(204.8, 15%, 29%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMM%3C/text%3E%3C/svg%3E)
Manas Mohanty
1,955
Reputation points Microsoft External Staff
0 answers
AttributeError: 'DefaultAzureCredential' object has no attribute '_to_datastore_rest_object'
--------------------------------------------------------------------------- AttributeError Traceback (most recent call last) Cell In[13], line 11 1 blob_datastore = AzureBlobDatastore( 2 name = "blob_example", 3 description = "Datastore…
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(76.8, 71%, 17%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EN%3C/text%3E%3C/svg%3E)
2 answers
Even though I have enough credits, Azure Machine Learning Studio does not let me create GPU based compute instances. How can I fix this?
Even though I have enough credits, Azure Machine Learning Studio does not let me create GPU based compute instances. How can I fix this?
asked 2025-03-11T18:47:40.3533333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(12.8, 75%, 11%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EBM%3C/text%3E%3C/svg%3E)
brandon marsh
0
Reputation points
commented 2025-03-20T04:16:33.8866667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(252.8, 76%, 34%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EVS%3C/text%3E%3C/svg%3E)
Vikram Singh
2,550
Reputation points Microsoft Employee
0 answers
Trained yolov8 model on compute cluster and all metrics are flat
Hi, I have been training yolov8 model using compute cluster and after training is complete, I see all the metrics are flat as if model did not learn anything I don't know what went wrong but the training completed successfully with 50 epochs and…
asked 2025-03-11T13:31:54.7133333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(236.8, 95%, 32%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAR%3C/text%3E%3C/svg%3E)
Abhishek Rajendra Jain
20
Reputation points
commented 2025-03-20T04:14:36.52+00:00
Vikram Singh
2,550
Reputation points Microsoft Employee
1 answer
How to use python3.10 in Azure Promptflow with custom image
I am trying to use python3.10 in Azure ML Promptflow rather than the default 3.9 in order to use semantic kernel. When I try to create the updated base image, I am getting an error that the promptflow.runtime module is not found. I have installed the…
asked 2025-03-17T14:33:23.8966667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(198.4, 92%, 29%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ELJ%3C/text%3E%3C/svg%3E)
Lai, Joseph
0
Reputation points
commented 2025-03-20T02:57:31.52+00:00
Saideep Anchuri
4,515
Reputation points Microsoft External Staff
0 answers
Using a Different Azure Account for Microsoft Learn Exercises?
In Microsoft Learn, to complete Azure-related modules, practical exercises are required. Can I use a different Azure account than my Microsoft Learn account to complete these exercises? For example, I use email A for Microsoft Learn and I use email B…
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(32, 24%, 13%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EV%3C/text%3E%3C/svg%3E)
1 answer
One of the answers was accepted by the question author.
Azure ML Studio AutoML Model Explanations Not Loading
When using the AutoML feature in Azure Machine Learning studio, I am not able to load model explanations where it tells you feature importances, even on old models with relatively small dataset sizes where they were definitely loading for me in the past.…
2 answers
One of the answers was accepted by the question author.
Failed to delete managed online endpoint due to Internal Server Error
Hello, I have tried multiple ways to erase the managed online endpoint in my Azure Machine Learning studio, yet all methods failed due to InternalServerError. Azure CLI: Here I was trying to delete the deployment called "current" first, before…
asked 2025-03-14T10:57:24.8966667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(108.80000000000001, 12%, 20%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ECS%3C/text%3E%3C/svg%3E)
Csenge Szabo
0
Reputation points
accepted 2025-03-19T16:13:23.98+00:00
Csenge Szabo
0
Reputation points
2 answers
Phi-4-Multimodal-Instruct - Unable to Send Audio Input to Phi-4-Multimodal-Instruct – "Invalid Input" Error
Description: Issue Summary: I am integrating the Phi-4-Multimodal-Instruct model via the Azure AI Inference SDK and successfully submitting text and image inputs. However, when I attempt to include audio as input, I receive the following error: …
asked 2025-03-18T14:53:25.8033333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(230.39999999999998, 82%, 32%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EGM%3C/text%3E%3C/svg%3E)
Giacomo Maccagni
0
Reputation points
commented 2025-03-19T10:13:48.56+00:00
Saideep Anchuri
4,515
Reputation points Microsoft External Staff
3 answers
Azure ML job logging issues - Transformers model
I am working in azure trying to run a job that calls a training notebook. I can train and even evaluate my model just fine within said notebook but when I try to log it at the end it throws errors. The error that I am seeing…
asked 2025-03-09T20:47:48.6166667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(265.6, 40%, 35%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMK%3C/text%3E%3C/svg%3E)
Mike Klinkhammer
0
Reputation points
answered 2025-03-19T06:43:05.31+00:00
Manas Mohanty
1,955
Reputation points Microsoft External Staff
1 answer
Assistance with Setting Up Azure Machine Learning Studio
Hi, We need help setting up Azure Machine Learning Studio and determining whether what we are trying to achieve can be done within the portal with minimal programming. If programming is necessary, can it be done using Visual Studio, and if so, in what…
asked 2025-03-17T11:44:09.3166667+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(25.6, 95%, 12%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ED%3C/text%3E%3C/svg%3E)
DJ
20
Reputation points
commented 2025-03-19T04:28:43.65+00:00
Manas Mohanty
1,955
Reputation points Microsoft External Staff
2 answers
One of the answers was accepted by the question author.
Could you provide information on the minimum GPU requirements and the supported virtual machines for the phi-3-medium-128k-instruct model in Azure?
Could you provide information on the minimum GPU requirements and the supported virtual machines for the phi-3-medium-128k-instruct model in Azure? Also, could you provide an example of how to fine-tune the phi-3 model?
asked 2025-03-17T07:18:39.9733333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(121.6, 50%, 21%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EDS%3C/text%3E%3C/svg%3E)
Dinesh Selvam
40
Reputation points
accepted 2025-03-19T04:22:12.4+00:00
Dinesh Selvam
40
Reputation points
1 answer
How to fix AzureMLException: AzureMLException: Message: Execution failed in operation 'to_pandas_dataframe' for Dataset(id='id', name='TEMP_DATA_ASSET', version=1, error_code=ScriptExecution.Database.Unexpected,error_message and ErrorCode: ScriptExecution
Issue: AzureMLException When Consuming Datastore in AzureML via to_pandas_dataframe() Description of the Setup I have manually set up a datastore in AzureML, which is linked to an Azure Synapse Analytics server. During the creation of the datastore, I…
asked 2025-03-11T19:58:08.94+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(118.4, 26%, 21%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ESB%3C/text%3E%3C/svg%3E)
Suyash Bahrani
0
Reputation points
commented 2025-03-19T04:14:32.0966667+00:00
Vikram Singh
2,550
Reputation points Microsoft Employee
1 answer
Real-time endpoint Automated ML failed deploy
I did create a model with Automated ML. when i try to deploy the model i am getting the error: {"code":"SubscriptionNotRegistered","message":"Resource provider [N/A] isn't registered with Subscription [N/A]. Please see…
asked 2025-03-12T02:02:34.4933333+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(112.00000000000001, 67%, 20%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ELG%3C/text%3E%3C/svg%3E)
Luis Garcia
0
Reputation points
commented 2025-03-19T04:10:02.85+00:00
Vikram Singh
2,550
Reputation points Microsoft Employee