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Learn Editor: Update provisioned-get-started.md
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articles/ai-services/openai/how-to/provisioned-get-started.md

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@@ -37,40 +37,40 @@ Creating a new deployment requires available (unused) quota to cover the desired
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Then 200 PTUs of quota are considered used, and there are 300 PTUs available for use to create new deployments.
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A default amount of PTU quota is assigned to all subscriptions in several regions. You can view the quota available to you in a region by visiting the Quotas blade in Azure OpenAI Studio and selecting the desired subscription and region. For example, the screenshot below shows a quota limit of 500 PTUs in West US for the selected subscription. Note that you might see lower values of available default quotas.
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A default amount of provisioned and global provisioned quota is assigned to all subscriptions in several regions. You can view the quota available to you in a region by visiting the Quotas blade in Azure OpenAI Studio and selecting the desired subscription and region. For example, the screenshot below shows a quota limit of 500 PTUs in West US for the selected subscription. Note that you might see lower values of available default quotas.
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:::image type="content" source="../media/provisioned/available-quota.png" alt-text="A screenshot of the available quota in Azure OpenAI studio." lightbox="../media/provisioned/available-quota.png":::
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Additional quota can be requested by clicking the Request Quota link to the right of the “Usage/Limit” column. (This is off-screen in the screenshot above).
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## Create an Azure OpenAI resource
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Provisioned Throughput deployments are created via Azure OpenAI resource objects within Azure. You must have an Azure OpenAI resource in each region where you intend to create a deployment. Use the Azure portal to [create a resource](./create-resource.md) in a region with available quota, if required.
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Provisioned and global provisioned deployments are created via Azure OpenAI resource objects within Azure. You must have an Azure OpenAI resource in each region where you intend to create a deployment. Use the Azure portal to [create a resource](./create-resource.md) in a region with available quota, if required.
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> [!NOTE]
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> Azure OpenAI resources can support multiple types of Azure OpenAI deployments at the same time. It is not necessary to dedicate new resources for your provisioned deployments.
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## Create your provisioned deployment - capacity is available
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> Azure OpenAI resources can support multiple types of Azure OpenAI deployments at the same time. It is not necessary to dedicate new resources for your provisioned or global provisioned deployments.
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## Create your provisioned or global provisioned deployment - capacity is available
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After you purchase a commitment on your quota, you can create a deployment. To create a provisioned deployment, you can follow these steps; the choices described reflect the entries shown in the screenshot.
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once you have verified your quota, you can create a deployment. To create a provisioned deployment, you can follow these steps; the choices described reflect the entries shown in the screenshot.
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:::image type="content" source="../media/provisioned/deployment-screen.png" alt-text="Screenshot of the Azure OpenAI Studio deployment page for a provisioned deployment." lightbox="../media/provisioned/deployment-screen.png":::
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1. Sign into the [Azure OpenAI Studio](https://oai.azure.com)
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2. Choose the subscription that was enabled for provisioned deployments & select the desired resource in a region where you have the quota.
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1. Choose the subscription that was enabled for provisioned and global provisioned deployments & select the desired resource in a region where you have the quota.
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3. Under **Management** in the left-nav select **Deployments**.
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4. Select Create new deployment and configure the following fields. Expand the **advanced options** drop-down menu.
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5. Fill out the values in each field. Here's an example:
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| Field | Description | Example |
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|--|--|--|
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|--|--|--|
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| Select a model| Choose the specific model you wish to deploy. | GPT-4 |
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| Model version | Choose the version of the model to deploy. | 0613 |
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| Deployment Name | The deployment name is used in your code to call the model by using the client libraries and the REST APIs. | gpt-4|
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| Content filter | Specify the filtering policy to apply to the deployment. Learn more on our [Content Filtering](../concepts/content-filter.md) how-to. | Default |
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| Deployment Type |This impacts the throughput and performance. Choose Provisioned-Managed for your provisioned deployment | Provisioned-Managed |
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| Deployment Type |This impacts the throughput and performance. Choose Provisioned-Managed or Global Provisioned-Managed for your deployment | Provisioned-Managed |
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| Provisioned Throughput Units | Choose the amount of throughput you wish to include in the deployment. | 100 |
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Important things to note:
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:::image type="content" source="../media/provisioned/confirm-pricing.png" alt-text="Screenshot showing the pricing confirmation screen." lightbox="../media/provisioned/confirm-pricing.png":::
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If you wish to create your deployment programmatically, you can do so with the following Azure CLI command. Update the `sku-capacity` with the desired number of provisioned throughput units.
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If you wish to create your deployment programmatically, you can do so with the following Azure CLI command. To specify the deployment type, modify the `sku-name` to `ProvisionedManaged` or `GlobalProvisionedManaged` based on the intended deployment type. Update the `sku-capacity` with the desired number of provisioned throughput units.
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```cli
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az cognitiveservices account deployment create \
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--sku-name ProvisionedManaged
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```
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REST, ARM template, Bicep, and Terraform can also be used to create deployments. See the section on automating deployments in the [Managing Quota](quota.md?tabs=rest#automate-deployment) how-to guide and replace the `sku.name` with "ProvisionedManaged" rather than "Standard."
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REST, ARM template, Bicep, and Terraform can also be used to create deployments. See the section on automating deployments in the [Managing Quota](quota.md?tabs=rest#automate-deployment) how-to guide and replace the `sku.name` with "ProvisionedManaged" or "GlobalProvisionedManaged" rather than "Standard."
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## Create your provisioned deployment – Capacity is not available
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## Create your provisioned or global provisioned deployment – Capacity is not available
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Due to the dynamic nature of capacity availability, it is possible that the region of your selected resource might not have the service capacity to create the deployment of the specified model, version, and number of PTUs.
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