Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,847 questions
0 answers
Deploying autoML model locally
Hello everyone, I'm fairly new to Azure, and I'm currently facing an issue that I can't seem to resolve. I've successfully trained some very promising models using Azure AutoML and now I want to deploy them locally. I used simple CSV files as datasets…
![](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(0, 57.99999999999999%, 10%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EE%3C/text%3E%3C/svg%3E)
0 answers
ResourceNotReady Error when deploying an imported Hugging Face model for inferencing
Hello, I'm currently a student trying to create an endpoint and deploy a model from Hugging Face for inferencing. This is the model I have imported: https://huggingface.co/defog/sqlcoder-7b I am on an Azure for Students account and have a compute…
asked 2024-01-19T16:32:24.3933333+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(89.60000000000001, 28.000000000000004%, 18%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJR%3C/text%3E%3C/svg%3E)
Jonathan Reyes
55
Reputation points
edited the question 2024-09-17T18:40:28.3833333+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, 76%, 11%)' 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)
VarunTha
7,730
Reputation points Microsoft Vendor
2 answers
Azure Machine Learning Pipeline can't find corresponding container for output.
I have the following pipeline and however when i execute the job I get this message, not sure why its pointing to a specific container that doesn't exist. Ideally I would want the output of my initial component to create artifacts that are carried over…
asked 2023-07-25T20:39:02.24+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(48, 94%, 14%)' 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)
Garcia, Martin
0
Reputation points
edited the question 2024-09-17T17:08:29.3566667+00:00
VarunTha
7,730
Reputation points Microsoft Vendor
0 answers
No Azure Machine Learning samples found eror under a vnet
I am using Azure ML workspace under a vnet. I am able to run the codes in notebooks however I get an error message on top mentioning "No Azure Machine Learning samples found". I am not sure if this will have an impact on my project as I am not…
asked 2023-07-12T04:43:46.28+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(128, 8%, 22%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EA%3C/text%3E%3C/svg%3E)
Anonymous
edited the question 2024-09-17T17:00:26.77+00:00
VarunTha
7,730
Reputation points Microsoft Vendor
1 answer
terminal provisioning state 'Failed'
I watched a video from Rob Kerr AI on Azure ML Deploy Inference Point (https://www.youtube.com/watch?v=XE3PWXB260U&t=601s). I am new to deploying ML models on Azure as an endpoint. I tried to implement the same steps and process he followed in the…
asked 2024-09-14T13:59:14.3233333+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(176, 34%, 27%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAB%3C/text%3E%3C/svg%3E)
akshay bhat
0
Reputation points
commented 2024-09-17T14:59:23.01+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(304, 5%, 39%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAB%3C/text%3E%3C/svg%3E)
Akshay Bhat
0
Reputation points
1 answer
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
50
Reputation points
commented 2024-09-17T14:29:35.8466667+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(262.40000000000003, 0%, 35%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EJM%3C/text%3E%3C/svg%3E)
Jens Müller
0
Reputation points
0 answers
Create RAI dashboard reports rai_component_utilities.UserConfigError
I registered a mlflow sklearn model into the model registry of AML. Then I came into the Responsible AI tab to create the RAI dashboard. But the job reported an error and failed to create the dashboard. I pasted the error log below: Wait 30s for…
![](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(300.8, 48%, 39%)' 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)
1 answer
Why am I getting this error when deploying a Prompt Flow endpoint?
Getting a weird error when deploying a Prompt Flow endpoint. This is the error: The request is invalid. Status: 400 (The request is invalid.) ErrorCode: BadRequest Content: { "error": { "code": "BadRequest",…
asked 2024-08-26T23:06:23.4366667+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(217.60000000000002, 80%, 31%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAJ%3C/text%3E%3C/svg%3E)
AIDEN JAMES LANG
5
Reputation points
commented 2024-09-17T12:10:01.3966667+00:00
romungi-MSFT
44,781
Reputation points Microsoft Employee
1 answer
How to fix "ClientAuthenticationError" in Azure ai machine learning studio
I am trying to run the sample code for "Quickstart: Get started with Azure Machine Learning" in Azure ai, Machine Learning Studio and sees the following error about credential: ClientAuthenticationError: DefaultAzureCredential failed to…
asked 2024-09-06T21:20:39.77+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(227.2, 18%, 32%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ETY%3C/text%3E%3C/svg%3E)
Tian Yi (XC-AD/EFB2-NA)
0
Reputation points
commented 2024-09-17T12:08:51.77+00:00
romungi-MSFT
44,781
Reputation points Microsoft Employee
0 answers
Unable to Access Flask API External Network on Azure Machine Learning Compute Instance
I created a Compute instance in Machine Learning Studio and generated a public IP. Then, I created a service in a NOTEBOOK using the following code: from flask import Flask, jsonify @app.route('/test', methods=['GET']) def test_api(): return…
asked 2024-09-13T03:02:37.2466667+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(262.40000000000003, 11%, 35%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EHL%3C/text%3E%3C/svg%3E)
HSIANGYU.LIN 林相宇
0
Reputation points
commented 2024-09-17T11:20:25.1466667+00:00
romungi-MSFT
44,781
Reputation points Microsoft Employee
1 answer
Improving generation time in Azure ML pay-as-you-go model
I have hosted a llama3.1-70b model as a pay-as-you-go service, but the generation time is very high. How can I improve it?
asked 2024-09-16T11:54:54.13+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(249.60000000000002, 97%, 34%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EBK%3C/text%3E%3C/svg%3E)
Bohra, Kamana Madanlal
0
Reputation points
commented 2024-09-17T10:09:04.5866667+00:00
Bohra, Kamana Madanlal
0
Reputation points
1 answer
My Azure ML Designer Studio seems broken. I am unable to get in mltable dataset into it. It is only allowing Dataset types(from Azure ML v1 APIs). This is really affecting my work.
My Designer is refusing to take in datasets of mltable. The normal Tabular Datatype is not working well for me, as the features are refusing to come up automatically and it is also failing to separate the label from features, even after specifying using…
asked 2024-09-09T02:25:26.15+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(272, 38%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EEU%3C/text%3E%3C/svg%3E)
Emmanuel Uloko
0
Reputation points
commented 2024-09-16T20:13:42.3733333+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, 65%, 19%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ECB%3C/text%3E%3C/svg%3E)
Chandra Boorla
1,415
Reputation points Microsoft Vendor
0 answers
All jobs disappeared my Azure machine learning worksapce
I track my training logs using azure machine learning workspace, but now all jobs disappeared in the web UI. When can you fix this bug?
asked 2024-09-11T21:48:50.4933333+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(51.2, 3%, 14%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EYZ%3C/text%3E%3C/svg%3E)
Yu Zhang
5
Reputation points
commented 2024-09-16T17:09:03.69+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 (Quadrant Resource LLC)
0
Reputation points Microsoft Vendor
1 answer
Using Local Computer as a Compute Target for Azure AutoML in ML Studio
Is it possible to connect a local computer as a compute target to an Azure Machine Learning workspace and use it as a compute target for AutoML within Azure ML Studio, instead of using a compute cluster? I tried going through the documentation but could…
asked 2024-09-12T04:53:40.3266667+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(41.6, 10%, 14%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ERS%3C/text%3E%3C/svg%3E)
Ramasamy Seenivasagan
0
Reputation points
commented 2024-09-16T16:36:49.7466667+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(214.4, 74%, 30%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAM%3C/text%3E%3C/svg%3E)
AshokPeddakotla-MSFT
32,946
Reputation points
1 answer
Machine learning online endpoint Conflicts error
{"code":"SubscriptionNotRegistered","message":"Resource provider [N/A] isn't registered with Subscription [N/A]. Please see troubleshooting guide, available here:…
asked 2024-09-13T03:56:58.1+00:00
Ayush Milan
0
Reputation points
commented 2024-09-16T16:29:04.2833333+00:00
AshokPeddakotla-MSFT
32,946
Reputation points
0 answers
"Virtual machine size" dropdown is not active to submit an Automated ML job
I am currently using an Azure student subscription and attempting to complete the following exercise. I followed the steps accurately; however, I encountered an issue where the "Virtual Machine Size" dropdown is inactive. Could anyone assist me…
asked 2024-09-14T10:58:04.0666667+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(105.60000000000001, 49%, 20%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EW6%3C/text%3E%3C/svg%3E)
WaleedAhmedSulais-6914
0
Reputation points
commented 2024-09-16T16:05:36.67+00:00
WaleedAhmedSulais-6914
0
Reputation points
0 answers
How to see my notebooks in my aZure Ml
I am the owner and the only person that use the subscription, My notebooks are not showing in my folder. It says you do not have the aceess to read and write and when I check my access I am the owner
asked 2024-09-02T02:23:50.0266667+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(275.2, 13%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMJ%3C/text%3E%3C/svg%3E)
mona jam
0
Reputation points
commented 2024-09-16T15:28:23.9433333+00:00
AshokPeddakotla-MSFT
32,946
Reputation points
0 answers
AI Studio, How can i update data without creating an entirely new vector index?
So I have tried Azure Machine Learning Studio and was exploring AI Studio. I added some data, created a vector index, created a prompt flow, etc. Now I have this issue. I have this vector index that is being used by my prompt flow AI chatbot and i…
asked 2024-08-14T08:57:25.84+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, 18%, 20%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMJ%3C/text%3E%3C/svg%3E)
Middendorf, Jelle (ZGNL)
0
Reputation points
commented 2024-09-16T14:35:41.47+00:00
AshokPeddakotla-MSFT
32,946
Reputation points
2 answers
One of the answers was accepted by the question author.
How to improve speed of data transfer of RO_MOUNT Data asset in Azure ML Job?
Is there a reason for this slow transfer speed during job run? This slowdown is causing GPU utilization to tank from 85-90% (if files are on disk during test runs) to 12-15% during actual job training with complete data being transferred through…
asked 2024-09-03T11:52:26.11+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(70.4, 20%, 16%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ERK%3C/text%3E%3C/svg%3E)
Rahul Kurian Jacob
20
Reputation points
edited an answer 2024-09-16T11:50:14.7866667+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
8,020
Reputation points Microsoft Vendor
0 answers
Azure Machine Learning Terminal Instance HTTP Access Disruption
Hello everyone, our Azure workspace terminal instance (e.g., https://xxxxxx.eastus.inference.ml.azure.com/score) suddenly became inaccessible via HTTP at 9:30 AM on September 6th. Prior to this incident, we were able to call it normally. We are using a…
asked 2024-09-09T01:58:27.2066667+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, 7.000000000000001%, 35%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EA%3C/text%3E%3C/svg%3E)
杨彪
0
Reputation points
commented 2024-09-16T05:52:29.9166667+00:00
romungi-MSFT
44,781
Reputation points Microsoft Employee