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Add Model As Service - FineTuning sample notebooks - TextGeneration, ChatCompletion #3135

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sagarsumant wants to merge 12 commits into main from sasum/add-ftaas-llama-example

+2,827 −0

sagarsumant commented Apr 24, 2024

Description

Checklist

I have read the contribution guidelines.
- General
- SDK
- CLI
I have coordinated with the docs team (mldocs@microsoft.com) if this PR deletes files or changes any file names or file extensions.
Pull request includes test coverage for the included changes.
This notebook or file is added to the CODEOWNERS file, pointing to the author or the author's team.

Sagar Sumant added 3 commits

April 23, 2024 18:20


          Add sample.

7af4e07


          FineTuning job submission working fine.

acf5475


          remove unwanted file.

7666d69

marici7274 reviewed

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Contributor

srsaggam left a comment

Do we plan to put up a CLI example as well?

Sagar Sumant added 7 commits

July 8, 2024 23:38


          Changes to notebook.

2a8677c


          prepare data notebook.

495d074


          Fix things.

5ba6b72


          Add sample data

705666e


          Corrections.

cbb9d22


          Added notebooks for text-generation and chat-completion.

9fd5f98


          Remove unwanted.

764fe59

sagarsumant changed the title ~~Add Text-Completion LLAMA FineTuning notebook example using FineTuningAsService~~ Add Model As Service - FineTuning sample notebooks - TextGeneration, ChatCompletion

Sagar Sumant added 2 commits

July 16, 2024 17:52


          updated the samples.

99670a0


          add yaml example

fe65eb0

Contributor

cedricvidal commented Aug 5, 2024

Tried to run the sdk/python/jobs/finetuning/standalone/chat-completion/chat_completion_with_model_as_service.ipynb notebook but got the following error

Failed to submit job due to Exception: Response status code does not indicate success: 400 (The model azureml://registries/azureml/models/Phi-3-mini-4k-instruct/versions/10 is not supported fo).
The model azureml://registries/azureml/models/Phi-3-mini-4k-instruct/versions/10 is not supported for OSS Fine Tuning.

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