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- Overview
- What does the provisioned deployment type provide?
- Key concepts
- Next steps
The provisioned throughput capability allows you to specify the amount of throughput you require in a deployment. The service then allocates the necessary model processing capacity and ensures it's ready for you. Throughput is defined in terms of provisioned throughput units (PTU) which is a normalized way of representing the throughput for your de...
•Predictable performance: stable max latency and throughput for uniform workloads.
•Reserved processing capacity: A deployment configures the amount of throughput. Once deployed, the throughput is available whether used or not.
•Cost savings: High throughput workloads might provide cost savings vs token-based consumption.
An Azure OpenAI Deployment is a unit of management for a specific OpenAI Model. A deployment provides customer access to a model for inference and integrates more features like Content Moderation (See content moderation documentation).
Provisioned throughput units
Provisioned throughput units (PTU) are units of model processing capacity that customers you can reserve and deploy for processing prompts and generating completions. The minimum PTU deployment, increments, and processing capacity associated with each unit varies by model type & version.
Deployment types
When deploying a model in Azure OpenAI, you need to set the sku-name to be Provisioned-Managed. The sku-capacity specifies the number of PTUs assigned to the deployment.
Quota
Provisioned throughput quota represents a specific amount of total throughput you can deploy. Quota in the Azure OpenAI Service is managed at the subscription level. All Azure OpenAI resources within the subscription share this quota. Quota is specified in Provisioned throughput units and is specific to a (deployment type, model, region) triplet. Quota isn't interchangeable. Meaning you can't use quota for GPT-4 to deploy GPT-35-turbo. You can raise a support request to move quota across deployment types, models, or regions but the swap isn't guaranteed. While we make every attempt to ensure that quota is deployable, quota doesn't represent a guarantee that the underlying capacity is available. The service assigns capacity during the deployment operation and if capacity is unavailable the deployment fails with an out of capacity error.
•Learn about the onboarding steps for provisioned deployments
•Provisioned Throughput Units (PTU) getting started guide
3 mag 2024 · La velocità effettiva è definita in termini di unità elaborate con provisioning (PTU) che rappresenta la velocità effettiva per la distribuzione. Ogni coppia di versioni del modello richiede quantità diverse di PTU per distribuire e fornire quantità diverse di velocità effettiva per PTU.
5 giu 2023 · Distribution: 80 to 85% of the drug is bound to plasma proteins (lipoproteins and albumin are the major binding proteins), Vd 0.4 L/kg. It concentrates in the thyroid gland. Onset: 24 to 36 hours are necessary for a significant therapeutic effect. Duration: 12 to 24 hours.
- Fnu Amisha, Anis Rehman
- 2023/06/05
Propylthiouracil (PTU) is a medication used to treat hyperthyroidism. This includes hyperthyroidism due to Graves' disease and toxic multinodular goiter. In a thyrotoxic crisis it is generally more effective than methimazole. Otherwise it is typically only used when methimazole, surgery, and radioactive iodine is not possible.
2 mag 2024 · Determining the right amount of provisioned throughput, or PTUs, you require for your workload is an essential step to optimizing performance and cost. This section describes how to use the Azure OpenAI capacity planning tool. The tool provides you with an estimate of the required PTU to meet the needs of your workload.
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