Fine tune model catalog

Question

Hi there, i see there are a lot of good models have been added to azure machine learning portal. How can fine tune it? And next step, if I can use it in azure machine learning pipeline? Thank you for your input !

Answer 1

Hello @Jason Heen

Thanks for reaching out to us, Sengupta's video is very helpful. Fine tune those fundamentals model is very easy, you can do it directly in Azure Machine Learning Studio, most of the models can be fine-tune, but some of them are already kind of fine-tuned models, they can not be fine-tuned.

Like the Llama-2-7b model, this model is one of the fundamentals model which can be fine-tuned. You can click the fine-tune button and add more data you want to input.

After you finish your fine-tuning, you can deploy it so that you can use it in your Azure Machine Learning project.

I hope this helps.

Regards,

Yutong

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Answer 2

Write a Python script that loads the pre-trained model, configures it for your specific task, and fine-tunes it on your dataset. You can use Azure Machine Learning's Python SDK to facilitate this process.

I shall suggest you to go through this video:

https://www.youtube.com/watch?v=IQrILl5B0kw