Implement generative AI solutions →hardMultiple ChoiceObjective-mapped

AI-102 Implement generative AI solutions Practice Question

Exhibit

Refer to the exhibit.

```json
{
  "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
  "contentVersion": "1.0.0.0",
  "resources": [
    {
      "type": "Microsoft.CognitiveServices/accounts",
      "apiVersion": "2023-05-01",
      "name": "myOpenAI",
      "location": "eastus",
      "sku": {
        "name": "S0"
      },
      "kind": "OpenAI",
      "properties": {
        "customSubDomainName": "myopenai"
      }
    },
    {
      "type": "Microsoft.CognitiveServices/accounts/deployments",
      "apiVersion": "2023-05-01",
      "name": "myOpenAI/gpt-35-turbo",
      "dependsOn": [
        "[resourceId('Microsoft.CognitiveServices/accounts', 'myOpenAI')]"
      ],
      "sku": {
        "name": "Standard",
        "capacity": 100
      },
      "properties": {
        "model": {
          "format": "OpenAI",
          "name": "gpt-35-turbo",
          "version": "0613"
        },
        "raiPolicyName": "MyPolicy"
      }
    }
  ]
}
```

You are reviewing an ARM template for deploying Azure OpenAI Service. The template includes a deployment for gpt-35-turbo with a capacity of 100. You need to ensure that the deployment uses provisioned throughput instead of standard. What should you modify?

⚠ Common exam trap

It's easy for candidates to think increasing capacity or changing the model version enables provisioned throughput, but the exam tests the specific SKU name 'ProvisionedManaged' as the only way to switch from standard to provisioned throughput in an ARM template.

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

✓

Change the sku name to 'ProvisionedManaged'.

To use provisioned throughput (PTU) with Azure OpenAI Service, you must set the SKU name to 'ProvisionedManaged' in the ARM template. The default SKU is 'Standard', which uses pay-per-token consumption. Changing the SKU name to 'ProvisionedManaged' tells the resource provider to allocate dedicated throughput capacity for the deployment, ensuring consistent latency and throughput regardless of other workloads.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

✓
Change the sku name to 'ProvisionedManaged'.
Why this is correct
ProvisionedManaged is the sku for provisioned throughput.
✗
Remove the raiPolicyName property.
Why it's wrong here
raiPolicyName is for responsible AI, not throughput.
✗
Increase the capacity to 200.
Why it's wrong here
Capacity is the number of TPM, not throughput type.
✗
Change the model format to 'GPT-4'.
Why it's wrong here
Model format does not affect throughput type.

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AI-102 Implement generative AI solutions Practice Question

Exhibit

Why each option matters

Option-by-option breakdown

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