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‎articles/ai-foundry/includes/region-availability-maas.md

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@@ -74,10 +74,10 @@ Llama 3.1 405B Instruct | [Microsoft Managed Countries/Regions/regions](/partne
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| Model | Offer Availability Region | Hub/Project Region for Deployment | Hub/Project Region for Fine tuning |
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|---------|---------|---------|---------|
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Phi-4 <br> Phi-4-mini-instruct <br> Phi-4-multimodal-instruct | Not applicable | East US <br> East US 2 <br> North Central US <br> South Central US <br> Sweden Central <br> West US <br> West US 3 | East US 2 |
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Phi-4 <br> Phi-4-mini-instruct <br> Phi-4-multimodal-instruct | Not applicable | East US <br> East US 2 <br> North Central US <br> South Central US <br> Sweden Central <br> West US <br> West US 3 | East US 2 <br> East US <br> North Central US <br> South Central US <br> West US <br> West US 3 |
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Phi-3.5-vision-Instruct | Not applicable | East US <br> East US 2 <br> North Central US <br> South Central US <br> Sweden Central <br> West US <br> West US 3 | Not available |
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Phi-3.5-MoE-Instruct | Not applicable | East US <br> East US 2 <br> North Central US <br> South Central US <br> Sweden Central <br> West US <br> West US 3 | East US 2 |
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Phi-3.5-Mini-Instruct | Not applicable | East US <br> East US 2 <br> North Central US <br> South Central US <br> Sweden Central <br> West US <br> West US 3 | East US 2 |
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Phi-3.5-MoE-Instruct | Not applicable | East US <br> East US 2 <br> North Central US <br> South Central US <br> Sweden Central <br> West US <br> West US 3 | East US 2 <br> East US <br> North Central US <br> South Central US <br> West US <br> West US 3 |
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Phi-3.5-Mini-Instruct | Not applicable | East US <br> East US 2 <br> North Central US <br> South Central US <br> Sweden Central <br> West US <br> West US 3 | East US 2 <br> East US <br> North Central US <br> South Central US <br> West US <br> West US 3 |
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Phi-3-Mini-4k-Instruct <br> Phi-3-Mini-128K-Instruct | Not applicable | East US 2 <br> Sweden Central | East US 2 |
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Phi-3-Small-8K-Instruct <br> Phi-3-Small-128K-Instruct | Not applicable | East US 2 <br> Sweden Central | Not available |
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Phi-3-Medium-4K-Instruct <br> Phi-3-Medium-128K-Instruct | Not applicable | East US 2 <br> Sweden Central | East US 2 |
@@ -88,11 +88,11 @@ Phi-3-Medium-4K-Instruct <br> Phi-3-Medium-128K-Instruct | Not applicable | E
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| Model | Offer Availability Region | Hub/Project Region for Deployment | Hub/Project Region for Fine tuning |
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|---------|---------|---------|---------|
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Codestral-2501 | [Microsoft Managed Countries/Regions](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) <br> Brazil <br> Hong Kong SAR <br> Israel | East US <br> East US 2 <br> North Central US <br> South Central US <br> Sweden Central <br> West US <br> West US 3 | Not available |
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Mistral Nemo | [Microsoft Managed Countries/Regions/Regions](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) <br> Brazil <br> Hong Kong SAR <br> Israel | East US <br> East US 2 <br> North Central US <br> South Central US <br> Sweden Central <br> West US <br> West US 3 | East US 2 |
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Mistral Nemo | [Microsoft Managed Countries/Regions/Regions](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) <br> Brazil <br> Hong Kong SAR <br> Israel | East US <br> East US 2 <br> North Central US <br> South Central US <br> Sweden Central <br> West US <br> West US 3 | East US 2 <br> East US <br> North Central US <br> South Central US <br> West US <br> West US 3 |
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Mistral Small (2503) <br> Mistral Small | [Microsoft Managed Countries/Regions](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) <br> Brazil <br> Hong Kong SAR <br> Israel | East US <br> East US 2 <br> North Central US <br> South Central US <br> Sweden Central <br> West US <br> West US 3 | Not available |
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Ministral-3B | [Microsoft Managed Countries/Regions](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) <br> Brazil <br> Hong Kong SAR<br> Israel | East US <br> East US 2 <br> North Central US <br> South Central US <br> Sweden Central <br> West US <br> West US 3 | East US 2 |
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Ministral-3B | [Microsoft Managed Countries/Regions](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) <br> Brazil <br> Hong Kong SAR<br> Israel | East US <br> East US 2 <br> North Central US <br> South Central US <br> Sweden Central <br> West US <br> West US 3 | East US 2 <br> East US <br> North Central US <br> South Central US <br> West US <br> West US 3 |
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Mistral Large (2407) <br> Mistral-Large | [Microsoft Managed Countries/Regions](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) <br> Brazil <br> Hong Kong SAR<br> Israel | East US <br> East US 2 <br> North Central US <br> South Central US <br> Sweden Central <br> West US <br> West US 3 | Not available |
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Mistral-Large (2411) | [Microsoft Managed Countries/Regions](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) <br> Brazil <br> Hong Kong SAR<br> Israel | East US <br> East US 2 <br> North Central US <br> South Central US <br> Sweden Central <br> West US <br> West US 3 | East US 2 |
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Mistral-Large (2411) | [Microsoft Managed Countries/Regions](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) <br> Brazil <br> Hong Kong SAR<br> Israel | East US <br> East US 2 <br> North Central US <br> South Central US <br> Sweden Central <br> West US <br> West US 3 | East US 2 <br> East US <br> North Central US <br> South Central US <br> West US <br> West US 3 |
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### Nixtla models
@@ -105,7 +105,7 @@ TimeGEN-1 | [Microsoft Managed Countries/Regions/regions](/partner-center/marke
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| Model | Offer Availability Region | Hub/Project Region for Deployment | Hub/Project Region for Fine tuning |
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|---------|---------|---------|---------|
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tsuzumi-7b | [Microsoft Managed Countries/Regions/regions](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) | East US 2 <br> South Central US <br> East US <br> West US 3 <br> West US <br> North Central US | East US 2 |
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tsuzumi-7b | [Microsoft Managed Countries/Regions/regions](/partner-center/marketplace/tax-details-marketplace#microsoft-managed-countriesregions) | East US 2 <br> South Central US <br> East US <br> West US 3 <br> West US <br> North Central US | East US 2 <br> East US <br> North Central US <br> South Central US <br> West US <br> West US 3 |
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### Stability AI models

‎articles/ai-services/.openpublishing.redirection.ai-services.json

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"redirect_url": "/azure/ai-services/speech-service/how-to-custom-speech-create-project",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/ai-services/anomaly-detector/how-to/postman.md",
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"redirect_url": "/azure/ai-services/anomaly-detector/overview",
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"source_path_from_root": "/articles/ai-services/translator/sovereign-clouds.md",
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"redirect_url": "/azure/ai-services/translator/reference/sovereign-clouds",
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"redirect_document_id": true
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},
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{
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"source_path_from_root": "/articles/ai-services/speech-service/meeting-transcription.md",
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"redirect_url": "/azure/ai-services/speech-service/multi-device-conversation",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/ai-services/speech-service/how-to-use-meeting-transcription.md",
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"redirect_url": "/azure/ai-services/speech-service/multi-device-conversation",
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"redirect_document_id": false
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},
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{
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"source_path_from_root": "/articles/ai-services/speech-service/how-to-async-meeting-transcription.md",
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"redirect_url": "/azure/ai-services/speech-service/multi-device-conversation",
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"redirect_document_id": false
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}
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]
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}

‎articles/ai-services/agents/how-to/tools/fabric.md

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## Setup
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> [!NOTE]
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> * The model you selected in Azure AI Agent setup is only used for agent orchestration and response generation. It doesn't impact which model Fabric data agent uses for NL2SQL operation.
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> * Supported regions: `westus`, `japaneast`.
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1. Create an Azure AI Agent by following the steps in the [quickstart](../../quickstart.md).
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1. Create and publish a [Fabric data agent](https://go.microsoft.com/fwlink/?linkid=2312910)

‎articles/ai-services/openai/how-to/batch.md

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* **Marketing and Personalization:** Generate personalized content and recommendations at scale.
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> [!IMPORTANT]
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> We aim to process batch requests within 24 hours; we do not expire the jobs that take longer. You can [cancel](#cancel-batch) the job anytime. When you cancel the job, any remaining work is cancelled and any already completed work is returned. You will be charged for any completed work.
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> We aim to process batch requests within 24 hours; we don't expire the jobs that take longer. You can [cancel](#cancel-batch) the job anytime. When you cancel the job, any remaining work is cancelled and any already completed work is returned. You'll be charged for any completed work.
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>
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> Data stored at rest remains in the designated Azure geography, while data may be processed for inferencing in any Azure OpenAI location. [Learn more about data residency](https://azure.microsoft.com/explore/global-infrastructure/data-residency/). 
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| | API Version |
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|---|---|
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|**Latest GA API release:**| `2024-10-21`|
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|**Latest Preview API release:**| `2025-01-01-preview`|
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|**Latest Preview API release:**| `2025-03-01-preview`|
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Support first added in: `2024-07-01-preview`
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> [!NOTE]
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> While Global Batch supports older API versions, some models require newer preview API versions. For example, `o3-mini` isn't supported with `2024-10-21` since it was released after this date. To access the newer models with global batch use the latest preview API version.
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### Feature support
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- Resources deployed with Azure CLI won't work out-of-box with Azure OpenAI global batch. This is due to an issue where resources deployed using this method have endpoint subdomains that don't follow the `https://your-resource-name.openai.azure.com` pattern. A workaround for this issue is to deploy a new Azure OpenAI resource using one of the other common deployment methods which will properly handle the subdomain setup as part of the deployment process.
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- UTF-8-BOM encoded `jsonl` files are not supported. JSON lines files should be encoded using UTF-8. Use of Byte-Order-Mark (BOM) encoded files is not officially supported by the JSON RFC spec, and Azure OpenAI will currently treat BOM encoded files as invalid. A UTF-8-BOM encoded file will currently return the generic error message: "Validation failed: A valid model deployment name could not be extracted from the input file. Please ensure that each row in the input file has a valid deployment name specified in the 'model' field, and that the deployment name is consistent across all rows."
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- UTF-8-BOM encoded `jsonl` files aren't supported. JSON lines files should be encoded using UTF-8. Use of Byte-Order-Mark (BOM) encoded files isn't officially supported by the JSON RFC spec, and Azure OpenAI will currently treat BOM encoded files as invalid. A UTF-8-BOM encoded file will currently return the generic error message: "Validation failed: A valid model deployment name couldn't be extracted from the input file. Please ensure that each row in the input file has a valid deployment name specified in the 'model' field, and that the deployment name is consistent across all rows."
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## See also
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‎articles/ai-services/openai/includes/batch/batch-python.md

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client = AzureOpenAI(
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azure_endpoint = os.getenv("AZURE_OPENAI_ENDPOINT"),
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azure_ad_token_provider=token_provider,
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api_version="2024-10-21"
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api_version="2025-03-01-preview"
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# Upload a file with a purpose of "batch"
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client = AzureOpenAI(
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api_key=os.getenv("AZURE_OPENAI_API_KEY"),
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api_version="2024-10-21",
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api_version="2025-03-01-preview",
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azure_endpoint = os.getenv("AZURE_OPENAI_ENDPOINT")
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)
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token = token_credential.get_token('https://cognitiveservices.azure.com/.default')
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endpoint = "https://{YOUR_RESOURCE_NAME}.openai.azure.com/"
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api_version = "2024-10-01-preview"
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api_version = "2025-03-01-preview"
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url = f"{endpoint}openai/batches"
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order = "created_at asc"
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time_filter = lambda: generate_time_filter("past 8 hours")
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api_key = os.getenv("AZURE_OPENAI_API_KEY"),
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endpoint = os.getenv("AZURE_OPENAI_ENDPOINT")
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api_version = "2024-10-01-preview"
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api_version = "2025-03-01-preview"
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‎articles/ai-services/openai/includes/batch/batch-rest.md

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[!INCLUDE [Azure key vault](~/reusable-content/ce-skilling/azure/includes/ai-services/security/azure-key-vault.md)]
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```http
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curl -X POST https://YOUR_RESOURCE_NAME.openai.azure.com/openai/files?api-version=2024-10-21 \
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curl -X POST https://YOUR_RESOURCE_NAME.openai.azure.com/openai/files?api-version=2025-03-01-preview \
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-F "purpose=batch" \
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Depending on the size of your upload file it might take some time before it's fully uploaded and processed. To check on your file upload status run:
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```http
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curl https://YOUR_RESOURCE_NAME.openai.azure.com/openai/files/{file-id}?api-version=2025-03-01-preview \
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```
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```http
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Once you have created batch job successfully you can monitor its progress either in the Studio or programatically. When checking batch job progress we recommend waiting at least 60 seconds in between each status call.
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```http
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## Retrieve batch job output file
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```http
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curl https://YOUR_RESOURCE_NAME.openai.azure.com/openai/files/{output_file_id}/content?api-version=2025-03-01-preview \
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Cancels an in-progress batch. The batch will be in status `cancelling` for up to 10 minutes, before changing to `cancelled`, where it will have partial results (if any) available in the output file.
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```http
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curl -X POST https://YOUR_RESOURCE_NAME.openai.azure.com/openai/batches/{batch_id}/cancel?api-version=2025-03-01-preview \
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```
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List existing batch jobs for a given Azure OpenAI resource.
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```http
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curl https://YOUR_RESOURCE_NAME.openai.azure.com/openai/batches?api-version=2025-03-01-preview \
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```http
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curl "YOUR_RESOURCE_NAME.openai.azure.com/batches?api-version=2025-03-01-preview&$filter=created_at%20gt%201728773533%20and%20created_at%20lt%201729032733%20and%20status%20eq%20'Completed'&$orderby=created_at%20asc" \
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```
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‎articles/ai-services/openai/includes/model-matrix/datazone-standard.md

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ms.service: azure-ai-openai
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ms.custom: references_regions
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ms.date: 03/19/2025
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ms.date: 04/02/2025
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---
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| **Region** | **o3-mini**, **2025-01-31** | **o1**, **2024-12-17** | **gpt-4o**, **2024-05-13** | **gpt-4o**, **2024-08-06** | **gpt-4o**, **2024-11-20** | **gpt-4o-mini**, **2024-07-18** |
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| eastus2 | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
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| francecentral | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
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| germanywestcentral | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
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| italynorth | ✅ | ✅ | - | - | ✅ | ✅ |
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| northcentralus | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
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| polandcentral | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
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| southcentralus | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ |

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