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articles/ai-studio/how-to/deploy-models-jamba.md

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@@ -76,7 +76,7 @@ These steps demonstrate the deployment of AI21-Jamba-Instruct. To create a deplo
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1. Once you subscribe the project for the particular Azure Marketplace offering, subsequent deployments of the _same_ offering in the _same_ project don't require subscribing again. If this scenario applies to you, there's a **Continue to deploy** option to select.
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1. Give the deployment a name. This name becomes part of the deployment API URL. This URL must be unique in each Azure region.
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1. Select **Deploy**. Wait until the deployment is ready and you're redirected to the Deployments page.
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1. Return to the Deployments page, select the deployment, and note the endpoint's **Target** URL and the Secret **Key**. For more information on using the APIs, see the [reference](#reference-for-jamba-instruct-deployed-as-a-serverless-api) section.
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1. Return to the Deployments page, select the deployment, and note the endpoint's **Target** URL and the Secret **Key**. For more information on using the APIs, see the [Reference](#reference-for-jamba-instruct-deployed-as-a-serverless-api) section.
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1. You can always find the endpoint's details, URL, and access keys by navigating to your **Project overview** page. Then, from the left sidebar of your project, select **Components** > **Deployments**.
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To learn about billing for the AI21-Jamba-Instruct model deployed as a serverless API with pay-as-you-go token-based billing, see [Cost and quota considerations for AI21 Jamba Instruct deployed as a serverless API](#cost-and-quota-considerations-for-ai21-jamba-instruct-deployed-as-a-serverless-api).
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For more information on using the APIs, see the [reference](#reference-for-jamba-instruct-deployed-a-serverless-api) section.
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## Reference for Jamba Instruct deployed a serverless API
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## Reference for Jamba Instruct deployed as a serverless API
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Jamba Instruct models accept both of these APIs:
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articles/machine-learning/how-to-deploy-models-jamba.md

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1. Copy the **Target** URL and the **Key** token values.
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1. Make an API request using either the [Azure AI Model Inference API](reference-model-inference-api.md) on the route `/chat/completions` or the [AI21's Azure Client](https://docs.ai21.com/reference/jamba-instruct-api) on `/v1/chat/completions`.
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For more information on using the APIs, see the [reference](#reference-for-jamba-instruct-deployed-a-serverless-api) section.
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For more information on using the APIs, see the [reference](#reference-for-jamba-instruct-deployed-as-a-serverless-api) section.
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### Reference for Jamba Instruct deployed a serverless API
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## Reference for Jamba Instruct deployed as a serverless API
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Jamba Instruct models accept both of these APIs:
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