If you do a model deployment with Cognitive Services (Azure OpenAI), is this model deployed on a dedicated instance? So is the instance only assigned to your organisation or is there other data from organisation processed on the VM as well?

Berend Jutte 1 Reputation point

When you deploy a model with Cognitive Services, do you get a dedicated instance or do you share the instance with other organisations?

Azure OpenAI Service
Azure OpenAI Service
An Azure service that provides access to OpenAI’s GPT-3 models with enterprise capabilities.
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Azure AI services
Azure AI services
A group of Azure services, SDKs, and APIs designed to make apps more intelligent, engaging, and discoverable.
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  1. romungi-MSFT 39,951 Reputation points Microsoft Employee

    @Berend Jutte Currently, model deployments do not have an option to use dedicated compute for deployments. Once a model deployment (consisting of a customer's fine-tuned model or a base model endpoint) is provisioned in a customer's Azure OpenAI resource data is stored in Azure Storage, encrypted at rest by Microsoft Managed keys, within the same region as the resource and logically isolated with their Azure subscription and API Credentials.

    For data in transit, you can configure virtual networks with your Azure OpenAI resource to secure your Cognitive Services accounts to a specific subset of networks.

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