Add Text-Generation/Chat MaaP FineTuning sample #3459
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… sasum/maap-text-gen-sample
…/azureml-examples into sasum/maap-text-gen-sample
sagarsumant
changed the title
marici7274
reviewed
Dec 10, 2024
| "source": [ | ||
| "## FineTuning LLM with Model-As-Service\n", | ||
| "\n", | ||
| "This sample shows how use create a standalone FineTuning job to fine tune a model to summarize a dialog between 2 people using samsum dataset.\n", |
marici7274
reviewed
Dec 10, 2024
| "source": [ | ||
| "## FineTuning LLM with Model-As-Service\n", | ||
| "\n", | ||
| "This sample shows how use create a standalone FineTuning job to fine tune a model to summarize a dialog between 2 people using samsum dataset.\n", |
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What's the meaning of 'standalone' - what are the other options ?
marici7274
reviewed
Dec 10, 2024
| "cell_type": "markdown", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "### 2. Pick a foundation model to fine tune\n", |
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There is no reference to 'foundational' in UI. What's the reason to use the term here ?
marici7274
reviewed
Dec 10, 2024
| "outputs": [], | ||
| "source": [ | ||
| "model_name = \"Phi-3-mini-4k-instruct\"\n", | ||
| "foundation_model = registry_ml_client.models.get(model_name, label=\"latest\")\n", |
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how about just 'model' instead of 'foundation_model' ?
marici7274
reviewed
Dec 10, 2024
| "outputs": [], | ||
| "source": [ | ||
| "model_name = \"Phi-3-mini-4k-instruct\"\n", | ||
| "foundation_model = registry_ml_client.models.get(model_name, label=\"latest\")\n", |
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Do we have to expose a version as part of the sample? User cannot select a version in AIStudio
marici7274
reviewed
Dec 10, 2024
| "cell_type": "markdown", | ||
| "metadata": {}, | ||
| "source": [ | ||
| "## FineTuning LLM with Model-As-Service\n", |
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Wrong title ? Is this about MaaS or MaaP ?
added 2 commits
December 9, 2024 17:39
esrao
reviewed
Dec 10, 2024
| To run the fine-tuning job, use the following command: | ||
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| ```bash | ||
| az ml job create --file text-generation-finetuning-amlcompute.yaml --resource-group hyperdrive-service-static-rg --workspace-name train-finetune-dev-eastus --name "ft-maap-llama3-instance-types-1209-01" |
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consider using instead of hardcoded values for rg, ws etc.
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