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articles/ai-services/openai/how-to/deployment-types.md

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## Deploy models
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:::image type="content" source="../media/deployment-types/deploy-models.png" alt-text="Screenshot that shows the model deployment dialog in Azure OpenAI Studio with three deployment types highlighted." lightbox="../media/deployment-types/deploy-models.png":::
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:::image type="content" source="../media/deployment-types/deploy-models-new.png" alt-text="Screenshot that shows the model deployment dialog in Azure OpenAI Studio with three deployment types highlighted." lightbox="../media/deployment-types/deploy-models-new.png":::
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To learn about creating resources and deploying models refer to the [resource creation guide](./create-resource.md).
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articles/ai-services/openai/how-to/dynamic-quota.md

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To activate dynamic quota for your deployment, you can go to the advanced properties in the resource configuration, and switch it on:
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:::image type="content" source="../media/how-to/dynamic-quota/dynamic-quota.png" alt-text="Screenshot of advanced configuration UI for deployments." lightbox="../media/how-to/dynamic-quota/dynamic-quota.png":::
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:::image type="content" source="../media/how-to/dynamic-quota/dynamic-quota-new.png" alt-text="Screenshot of advanced configuration UI for deployments." lightbox="../media/how-to/dynamic-quota/dynamic-quota-new.png":::
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Alternatively, you can enable it programmatically with Azure CLI's [`az rest`](/cli/azure/reference-index?view=azure-cli-latest#az-rest&preserve-view=true):
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articles/ai-services/openai/how-to/quota.md

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To create a new deployment from within the Azure AI Studio under **Shared Resources** select **Deployments** > **Deploy model** > **Deploy base model** > **Select Model** > **Confirm**.
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:::image type="content" source="../media/quota/deployment.png" alt-text="Screenshot of the deployment UI of Azure AI Studio" lightbox="../media/quota/deployment.png":::
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:::image type="content" source="../media/quota/deployment-new.png" alt-text="Screenshot of the deployment UI of Azure AI Studio" lightbox="../media/quota/deployment-new.png":::
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Post deployment you can adjust your TPM allocation by selecting **Edit** under **Shared resources** > **Deployments** in Azure OpenAI Studio. You can also modify this selection within the new quota management experience under **Management** > **Quotas**.
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For an all up view of your quota allocations across deployments in a given region, select **Management** > **Quota** in Azure AI Studio:
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:::image type="content" source="../media/quota/quota.png" alt-text="Screenshot of the quota UI of Azure AI Studio" lightbox="../media/quota/quota.png":::
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:::image type="content" source="../media/quota/quota-new.png" alt-text="Screenshot of the quota UI of Azure AI Studio" lightbox="../media/quota/quota-new.png":::
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- **Deployment**: Model deployments divided by model class.
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- **Quota type**: There's one quota value per region for each model type. The quota covers all versions of that model.

articles/ai-services/openai/how-to/working-with-models.md

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Azure OpenAI now supports automatic updates for select model deployments. On models where automatic update support is available, a model version drop-down is visible in Azure OpenAI Studio under **Deployments** and **Edit**:
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:::image type="content" source="../media/models/auto-update.png" alt-text="Screenshot of the deploy model UI of Azure OpenAI Studio." lightbox="../media/models/auto-update.png":::
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:::image type="content" source="../media/models/auto-update-new.png" alt-text="Screenshot of the deploy model UI of Azure OpenAI Studio." lightbox="../media/models/auto-update-new.png":::
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You can learn more about Azure OpenAI model versions and how they work in the [Azure OpenAI model versions](../concepts/model-versions.md) article.
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For currently deployed models, from Azure OpenAI Studio select **Deployments**:
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:::image type="content" source="../media/models/deployments.png" alt-text="Screenshot of the deployment UI of Azure OpenAI Studio." lightbox="../media/models/deployments.png":::
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:::image type="content" source="../media/models/deployments-new.png" alt-text="Screenshot of the deployment UI of Azure OpenAI Studio." lightbox="../media/models/deployments-new.png":::
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## Model deployment upgrade configuration
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You can check what model upgrade options are set for previously deployed models in [Azure OpenAI Studio](https://oai.azure.com). Select **Deployments** > Under the deployment name column select one of the deployment names that are highlighted in blue.
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Selecting a deployment name opens the **Properties** for the model deployment. You can view what upgrade options are set for your deployment under **Version update policy**:
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:::image type="content" source="../media/how-to/working-with-models/update-policy.png" alt-text="Screenshot of the model deployments property UI." lightbox="../media/how-to/working-with-models/update-policy.png":::
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:::image type="content" source="../media/how-to/working-with-models/update-policy-new.png" alt-text="Screenshot of the model deployments property UI." lightbox="../media/how-to/working-with-models/update-policy-new.png":::
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The corresponding property can also be accessed via [REST](../how-to/working-with-models.md#model-deployment-upgrade-configuration), [Azure PowerShell](/powershell/module/az.cognitiveservices/get-azcognitiveservicesaccountdeployment), and [Azure CLI](/cli/azure/cognitiveservices/account/deployment#az-cognitiveservices-account-deployment-show).
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articles/ai-services/openai/includes/chatgpt-studio.md

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From the Azure OpenAI Studio landing page, select **Chat playground**.
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:::image type="content" source="../media/quickstarts/chatgpt-playground.png" alt-text="Screenshot of the Azure OpenAI Studio landing page with Chat playground highlighted." lightbox="../media/quickstarts/chatgpt-playground.png":::
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:::image type="content" source="../media/quickstarts/chatgpt-playground-new.png" alt-text="Screenshot of the Azure OpenAI Studio landing page with Chat playground highlighted." lightbox="../media/quickstarts/chatgpt-playground-new.png":::
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## Playground
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Start exploring OpenAI capabilities with a no-code approach through the Azure OpenAI Studio Chat playground. From this page, you can quickly iterate and experiment with the capabilities.
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:::image type="content" source="../media/quickstarts/chatgpt-playground-load.png" alt-text="Screenshot of the Chat playground page." lightbox="../media/quickstarts/chatgpt-playground-load.png":::
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:::image type="content" source="../media/quickstarts/chatgpt-playground-load-new.png" alt-text="Screenshot of the Chat playground page." lightbox="../media/quickstarts/chatgpt-playground-load-new.png":::
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### Setup
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articles/ai-services/openai/includes/connect-your-data-studio.md

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1. Select the **Bring your own data** tile
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:::image type="content" source="../media/use-your-data/bring-your-data-card.png" alt-text="A screenshot of the Azure OpenAI Studio landing page." lightbox="../media/use-your-data/bring-your-data-card.png":::
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:::image type="content" source="../media/use-your-data/bring-your-data-card-new.png" alt-text="A screenshot of the Azure OpenAI Studio landing page." lightbox="../media/use-your-data/bring-your-data-card-new.png":::
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1. In the **Chat playground**, Select **Add your data** and then **Add a data source**
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articles/ai-services/openai/includes/dall-e-studio.md

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> [!NOTE]
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> The image generation APIs come with a content moderation filter. If Azure OpenAI recognizes your prompt as harmful content, it doesn't return a generated image. For more information, see [Content filtering](../concepts/content-filter.md).
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:::image type="content" source="../media/quickstarts/dall-e-studio.png" alt-text="Screenshot of the Azure OpenAI Studio landing page showing the DALL-E playground (Preview) with generated images of polar bears." lightbox="../media/quickstarts/dall-e-studio.png":::
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:::image type="content" source="../media/quickstarts/dall-e-studio-new.png" alt-text="Screenshot of the Azure OpenAI Studio landing page showing the DALL-E playground (Preview) with generated images of polar bears." lightbox="../media/quickstarts/dall-e-studio-new.png":::
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In the **Images playground**, you can also view Python and cURL code samples, which are prefilled according to your settings. Select **View code** near the top of the page. You can use this code to write an application that completes the same task.
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articles/ai-services/openai/includes/fine-tuning-studio.md

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After your custom model deploys, you can use it like any other deployed model. You can use the **Playgrounds** in [Azure OpenAI Studio](https://oai.azure.com) to experiment with your new deployment. You can continue to use the same parameters with your custom model, such as `temperature` and `max_tokens`, as you can with other deployed models. For fine-tuned `babbage-002` and `davinci-002` models you will use the Completions playground and the Completions API. For fine-tuned `gpt-35-turbo-0613` models you will use the Chat playground and the Chat completion API.
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:::image type="content" source="../media/quickstarts/playground-load.png" alt-text="Screenshot of the Playground pane in Azure OpenAI Studio, with sections highlighted." lightbox="../media/quickstarts/playground-load.png":::
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:::image type="content" source="../media/quickstarts/playground-load-new.png" alt-text="Screenshot of the Playground pane in Azure OpenAI Studio, with sections highlighted." lightbox="../media/quickstarts/playground-load-new.png":::
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## Analyze your custom model
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articles/ai-services/openai/includes/studio.md

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From the Azure OpenAI Studio landing page navigate further to explore examples for prompt completion, manage your deployments and models, and find learning resources such as documentation and community forums.
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:::image type="content" source="../media/quickstarts/studio-start.png" alt-text="Screenshot of the Azure OpenAI Studio landing page." lightbox="../media/quickstarts/studio-start.png":::
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Start exploring Azure OpenAI capabilities with a no-code approach through the GPT-3 Playground. It's simply a text box where you can submit a prompt to generate a completion. From this page, you can quickly iterate and experiment with the capabilities.
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:::image type="content" source="../media/quickstarts/playground-load.png" alt-text="Screenshot of the playground page of the Azure OpenAI Studio with sections highlighted." lightbox="../media/quickstarts/playground-load.png":::
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:::image type="content" source="../media/quickstarts/playground-load-new.png" alt-text="Screenshot of the playground page of the Azure OpenAI Studio with sections highlighted." lightbox="../media/quickstarts/playground-load-new.png":::
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You can select a deployment and choose from a few pre-loaded examples to get started. If your resource doesn't have a deployment, select **Create a deployment** and follow the instructions provided by the wizard. For more information about model deployment, see the [resource deployment guide](../how-to/create-resource.md).
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:::image type="content" source="../media/quickstarts/summarize-text.png" alt-text="Screenshot of the playground page of the Azure OpenAI Studio with a text summarization example." lightbox="../media/quickstarts/summarize-text.png":::
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:::image type="content" source="../media/quickstarts/summarize-text-new.png" alt-text="Screenshot of the playground page of the Azure OpenAI Studio with a text summarization example." lightbox="../media/quickstarts/summarize-text-new.png":::
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1. Select `Generate`. Azure OpenAI will attempt to capture the context of text and rephrase it succinctly. You should get a result that resembles the following text:
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articles/ai-services/openai/includes/use-your-data-studio.md

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Start exploring Azure OpenAI capabilities with a no-code approach through the chat playground. It's simply a text box where you can submit a prompt to generate a completion. From this page, you can quickly iterate and experiment with the capabilities.
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:::image type="content" source="../media/quickstarts/chat-playground.png" alt-text="Screenshot of the playground page of the Azure OpenAI Studio with sections highlighted." lightbox="../media/quickstarts/chat-playground.png":::
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:::image type="content" source="../media/quickstarts/chat-playground-new.png" alt-text="Screenshot of the playground page of the Azure OpenAI Studio with sections highlighted." lightbox="../media/quickstarts/chat-playground-new.png":::
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The playground gives you options to tailor your chat experience. On the right, you can select **Deployment** to determine which model generates a response using the search results from your index. You choose the number of past messages to include as conversation history for future generated responses. [Conversation history](../concepts/use-your-data.md#conversation-history-for-better-results) gives context to generate related responses but also consumes [token usage](../concepts/use-your-data.md#token-usage-estimation-for-azure-openai-on-your-data). The input token progress indicator keeps track of the token count of the question you submit.
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