Questions tagged [azureml-python-sdk]
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azureml-python-sdk
220
questions
-2
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Need Recommendations for Fine-Tuning LLMs on Azure ML: Best Practices [closed]
Context
I am using Azure ML and I want to fine-tune a Large Language Model (LLM) on a dataset.
Integration and Deployment
Should I commit my code from VS Code to GitHub / Azure DevOps, then retrieve ...
- 1
0
votes
1
answer
37
views
Load Registered Component in Azure ML for Pipeline using Python sdk v2
I'm working in Azure Machine Learning Studio to create components that I will run together in a pipeline. In this basic example, I have a single python script and a single yml file that make up my ...
1
vote
0
answers
48
views
Azureml studio Unable to start connection test getting ValidationError: Required metadata property ContainerName is missing
In Azureml studio i go into service connection and try to test the connection using Microsoft Entra but getting " Required metadata property ContainerName is missing."
however when i go ...
0
votes
0
answers
46
views
AzureML SDKV2 - ml_client job stream error - Unauthorized
I have a aml pipeline that uses azureml sdkv2. I submit the pipeline as:
def get_chained_credentials(client_id: str):
try:
managed_identity_creds = ManagedIdentityCredential(client_id=...
- 750
0
votes
1
answer
60
views
How to set resources in pipeline component in Azure machine learning sdk v2?
I'm creating a pipeline that scores images using a custom pytorch unet. Assume I registered my model and now I'm creating that pipeline. I'm running into a OOM issue due to Azure setting the docker ...
- 118
0
votes
1
answer
90
views
AzureML command job: 'Your file exceeds 100 MB.'
I am trying to submit a job to AzureML using Python SDK V2.
I am developing locally on VSCode.
As my repository grew over time, I now get the message when submitting the job:
Your file exceeds 100 MB....
- 15
0
votes
0
answers
133
views
Connection Default_AzureOpenAI not found Azure AI Studio
**Update: It's a shame Microsoft set a redirect of the tutorial I was using for this Stackoverflow question and the tutorial is now lost and replaced without it being the same tutorial or code. If ...
- 630
0
votes
1
answer
168
views
Azure deployment error "TypeError: metaclass conflict" when importing tensorflow (1.13.1) in project code
Any help fixing the problem would be greatly appreciated.
I am trying to deploy an old CNN model (MRCNN), last deployed in December 2020, on Azure ML studio using the Python SDK V2. After a successful ...
- 2,066
0
votes
1
answer
98
views
error when trying to create a scheduled job in azure ml
im getting this error when submitting a scheduled pipeline,
Failed to submit job due to Exception: Response status code does not indicate success: 400 (Exception(s) encountered while validating ...
0
votes
1
answer
117
views
Azure Machine Learning dataset creation hangs forever
I'm trying to create a Dataset from a datastore using Azure ML, however, the execution hangs forever and never finishes.
This is the code I'm running which I've adapted from the Msft documentation:
...
- 14.6k
0
votes
1
answer
299
views
Azure ML custom command component - how to use a custom image
All examples that I have seen of the use of the command_component decorator to create custom components in Azure ML pipelines use an image from Microsoft's container registry, as seen in this ...
- 338
0
votes
2
answers
313
views
Unable to read current version of delta table in azure ml studio using Data asset
I am trying to create data assest with ADLS gen 2, and read a delta table on adls gen folder something like this:
/
└── my-data
├── _delta_log
├── part-0000-xxx.parquet
└── part-0001-xxx....
- 1
1
vote
1
answer
115
views
Read shapefile from Azure Blob Storage in Azure Machine Learning
I have several shapefiles stored in Azure Blob Storage within my Azure Machine Learning workspace, each comprising the files: file.fix, file.shp, file.dbf, file.prj, and file.shx. I need to directly ...
- 37
0
votes
1
answer
159
views
Azure ML Pipeline: Specify input-path on compute
I got a python script which shall be executed as an Azure ML pipeline step. This script expects to find several file-sets in a certain tree structure e.g.
data/
├─ project_A/
│ ├─ data.csv
│ ├─ ...
- 50
0
votes
1
answer
89
views
What is the best way to containarise model using Azure ML Pipeline
We are migrating from Azure ML Python SDK V1 to V2.
I have a requirement to train a model, containerize using a custom Dockerfile, and push it to a container registry.
Previously with V1 SDK, I used ...
- 835