Fine Tuning a LLM

Question

I am trying to fine tune a Language Model available on Azure Machine Learning Workspace. It involves two steps for data ingestion:

But after I am able to successfully upload data, I am not getting any functionality to map my data on Azure Machine Learning Portal.

Answer

Hello Bhardwaj, Vinay Kumar,

Welcome to the Microsoft Q&A and thank you for posting your questions here.

I understand that you are not getting any functionality to map my data on Azure Machine Learning Portal.

To address the issue more comprehensively:

Ensure your data is uploaded as a dataset and is visible under the Data section in the AML workspace.
Confirm that the dataset format (e.g., CSV, Parquet) is compatible with the model you are fine-tuning.
Ensure you have the necessary permissions (Contributor or Owner) to access and map data.
After uploading, navigate to the dataset in the AML workspace.
- Look for the Data Mapping or Feature Selection options. These should be available in the dataset's details or settings.
If the mapping functionality is still not visible, it could be a UI or configuration issue. Try the following:
- Refresh the AML portal page.
- Clear your browser cache and cookies.
- Try accessing the portal from a different browser or device.
If none of the above steps resolve the issue, consider reaching out to Azure Support for assistance.

I hope this is helpful! Do not hesitate to let me know if you have any other questions.

Please don't forget to close up the thread here by upvoting and accept it as an answer if it is helpful.

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