azure-search-openai-demo: Creating account deployment is not supported by the model 'text-davinci-003'

ERROR: deployment failed: failing invoking action 'provision', error deploying infrastructure: deploying to subscription:
Deployment Error Details:
InvalidTemplateDeployment: The template deployment 'openai' is not valid according to the validation procedure. The tracking id is '198cc047-82d3-482a-9e67-4083cebb5cbd'. See inner errors for details.
DeploymentModelNotSupported: Creating account deployment is not supported by the model 'text-davinci-003'. This is usually because there are better models available for similar functionality.

I got the above error while trying to redeploy my application. I have not changed anything since the last deployment; I only add new documents to the data and want to redeploy.

I try changing to GPT-4, but I did not get the error; got an error relating to the versioning.

Is anyone else seeing the error? What is the workaround for this?

About this issue

Original URL
State: closed
Created a year ago
Comments: 15 (1 by maintainers)

Most upvoted comments

I am facing same issue as well - CannotChangeDeploymentModel: The model of deployment cannot be changed.

Within the Azure portal, navigate to the OpenAI resource that was deployed as part of this sample code. From the left hand blade navigate to Model Deployments > Management Deployments. Select ‘Deployments’ in the blade and then delete deployment with the name ‘davinci’ from the Deployment name column. If you have pulled the latest which includes https://github.com/Azure-Samples/azure-search-openai-demo/pull/389/files then you can re-run: azd up successfully.

DarrenTurchiarelli on Jul 10, 2023

@sarahsofia93, Specified version for gpt-35-turbo is not correct. Either 0301 or 0613 should be specified to version of gpt-35-turbo.

anishi1222 on Jul 7, 2023

Another workaround for folks who already have the davinci model deployed:

Go into infra/main.bicep
Delete the first deployment in the deployments property:

      {
        name: gptDeploymentName
        model: {
          format: 'OpenAI'
          name: gptModelName
          version: '1'
        }
        sku: {
          name: 'Standard'
          capacity: gptDeploymentCapacity
        }
      }

pamelafox on Jul 7, 2023

@phosseini There is now an FAQ about using gpt4, that is permitted. This issue can be closed as I believe we’ve documented how to continue using davinci if you already have it, and the repo is now upgraded to work with gpt-35 instead of davinci.

pamelafox on Sep 11, 2023

I am facing same issue as well - CannotChangeDeploymentModel: The model of deployment cannot be changed.

Sangeeth-fb on Jul 10, 2023