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Update prerequisites and role-based access controls
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articles/ai-studio/how-to/fine-tune-models.md

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@@ -36,29 +36,11 @@ The AI Foundry model catalog offers fine-tuning support for multiple typles of m
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## Prerequisites
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An Azure subscription with a valid payment method. Free or trial Azure subscriptions won't work. If you don't have an Azure subscription, create a [paid Azure account](https://azure.microsoft.com/pricing/purchase-options/pay-as-you-go) to begin.
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- An [Azure AI Foundry hub](../how-to/create-azure-ai-resource.md).
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- An [Azure AI Foundry project](../how-to/create-projects.md) in Azure AI Foundry.
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- Azure role-based access controls (Azure RBAC) are used to grant access to operations in Azure AI Foundry. To perform the steps in this article, your user account must be assigned the __owner__ or __contributor__ role for the Azure subscription. Alternatively, your account can be assigned a custom role that has the following permissions:
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- On the Azure subscription—to subscribe the AI Foundry project to the Azure Marketplace offering, once for each project, per offering:
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- `Microsoft.MarketplaceOrdering/agreements/offers/plans/read`
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- `Microsoft.MarketplaceOrdering/agreements/offers/plans/sign/action`
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- `Microsoft.MarketplaceOrdering/offerTypes/publishers/offers/plans/agreements/read`
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- `Microsoft.Marketplace/offerTypes/publishers/offers/plans/agreements/read`
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- `Microsoft.SaaS/register/action`
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- On the resource group—to create and use the SaaS resource:
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- `Microsoft.SaaS/resources/read`
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- `Microsoft.SaaS/resources/write`
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- On the AI Foundry project—to deploy endpoints (the Azure AI Developer role contains these permissions already):
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- `Microsoft.MachineLearningServices/workspaces/marketplaceModelSubscriptions/*`
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- `Microsoft.MachineLearningServices/workspaces/serverlessEndpoints/*`
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For more information on permissions, see [Role-based access control in Azure AI Foundry](../concepts/rbac-ai-studio.md).
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- An Azure subscription with a valid payment method. Free or trial Azure subscriptions won't work. If you don't have an Azure subscription, create a [paid Azure account](https://azure.microsoft.com/pricing/purchase-options/pay-as-you-go) to begin.
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- An [Azure AI Foundry project](create-projects.md).
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- Azure role-based access controls (Azure RBAC) are used to grant access to operations in Azure AI Foundry portal. To perform the steps in this article, your user account must be assigned the __owner__ or __contributor__ role for the Azure subscription. For more information on permissions, see [Role-based access control in Azure AI Foundry portal](../concepts/rbac-ai-studio.md).
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### Subscription provider registration

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