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Update how-to-deploy-models-serverless.md
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articles/machine-learning/how-to-deploy-models-serverless.md

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@@ -105,11 +105,11 @@ This article uses a Meta Llama model deployment for illustration. However, you c
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:::image type="content" source="media/how-to-deploy-models-serverless/model-card.png" alt-text="A screenshot showing a model's details page." lightbox="media/how-to-deploy-models-serverless/model-card.png":::
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The next section covers the steps for subscribing your workspace to a model offering. You can skip this section and go to [Deploy the model to a standard deployment](#deploy-the-model-to-a-serverless-api-endpoint), if you're deploying a Microsoft model.
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The next section covers the steps for subscribing your workspace to a model offering. You can skip this section and go to [Deploy the model to a standard deployment](#deploy-the-model-to-a-standard-deployment), if you're deploying a Microsoft model.
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## Subscribe your workspace to the model offering
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standard deployments can deploy both Microsoft and non-Microsoft offered models. For Microsoft models (such as Phi-3 models), you don't need to create an Azure Marketplace subscription and you can [deploy them to standard deployments directly](#deploy-the-model-to-a-serverless-api-endpoint) to consume their predictions. For non-Microsoft models, you need to create the subscription first. If it's your first time deploying the model in the workspace, you have to subscribe your workspace for the particular model offering from the Azure Marketplace. Each workspace has its own subscription to the particular Azure Marketplace offering of the model, which allows you to control and monitor spending.
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standard deployments can deploy both Microsoft and non-Microsoft offered models. For Microsoft models (such as Phi-3 models), you don't need to create an Azure Marketplace subscription and you can [deploy them to standard deployments directly](#deploy-the-model-to-a-standard-deployment) to consume their predictions. For non-Microsoft models, you need to create the subscription first. If it's your first time deploying the model in the workspace, you have to subscribe your workspace for the particular model offering from the Azure Marketplace. Each workspace has its own subscription to the particular Azure Marketplace offering of the model, which allows you to control and monitor spending.
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> [!NOTE]
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> Models offered through the Azure Marketplace are available for deployment to standard deployments in specific regions. Check [Region availability for models in standard deployments](concept-endpoint-serverless-availability.md) to verify which models and regions are available. If the one you need is not listed, you can deploy to a workspace in a supported region and then [consume standard deployments from a different workspace](how-to-connect-models-serverless.md).
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:::image type="content" source="media/how-to-deploy-models-serverless/deploy-pay-as-you-go.png" alt-text="A screenshot showing how to deploy a model with the standard deployment option." lightbox="media/how-to-deploy-models-serverless/deploy-pay-as-you-go.png":::
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1. If you see the note *You already have an Azure Marketplace subscription for this workspace*, you don't need to create the subscription since you already have one. You can proceed to [Deploy the model to a standard deployment](#deploy-the-model-to-a-serverless-api-endpoint).
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1. If you see the note *You already have an Azure Marketplace subscription for this workspace*, you don't need to create the subscription since you already have one. You can proceed to [Deploy the model to a standard deployment](#deploy-the-model-to-a-standard-deployment).
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1. In the deployment wizard, select the link to **Azure Marketplace Terms** to learn more about the terms of use. You can also select the **Pricing and terms** tab to learn about pricing for the selected model.
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