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:

1. data Uploading
2. data mapping

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 1

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.

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