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I deployed a finetuned GPT 4o mini model on Azure, region northcentralus. I getting this error in the Azure portal when trying to edit it (I wanted to change the max hit rate): This model is no...
#5: Post edited
- I deployed a finetuned GPT 4o mini model on Azure, region `northcentralus`.
- I getting this error in the Azure portal when trying to edit it (I wanted to change the max hit rate):
- > This model is not available on the selected Azure OpenAI Service resource. Learn more about model availability.
- 
- My selected resource in Azure portal is in `northcentralus`:
- 
- However, https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models?tabs=global-standard%2Cstandard-chat-completions#fine-tuning-models states that finetuned GPT 4o mini model is available in Azure, region `northcentralus`:
- 
- What did I miss? Why am I getting a "This model is not available on the selected Azure OpenAI Service resource" error?
- ---
- Crossposts:
- - https://serverfault.com/q/1179143/126950
- - https://redd.it/1jzm8q6
- - https://redd.it/1jzm8io
- - https://redd.it/1jzm8dz
- I deployed a finetuned GPT 4o mini model on Azure, region `northcentralus`.
- I getting this error in the Azure portal when trying to edit it (I wanted to change the max hit rate):
- > This model is not available on the selected Azure OpenAI Service resource. Learn more about model availability.
- 
- My selected resource in Azure portal is in `northcentralus`:
- 
- However, https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models?tabs=global-standard%2Cstandard-chat-completions#fine-tuning-models states that finetuned GPT 4o mini model is available in Azure, region `northcentralus`:
- 
- What did I miss? Why am I getting a "This model is not available on the selected Azure OpenAI Service resource" error?
- ---
- I deployed the finetuned GPT 4o mini model on following Azure's [tutorial](https://learn.microsoft.com/en-us/azure/ai-services/openai/tutorials/fine-tune?tabs=python-new%2Ccommand-line) on fine-tuning GPT. Code for the deployment phase:
- ```
- # Deploy fine-tuned model
- import json
- import requests
- token = '[redacted]'
- subscription = '[redacted]'
- resource_group = "[redacted]"
- resource_name = "[redacted]"
- model_deployment_name = "gpt-4o-mini-2024-07-18-ft" # Custom deployment name you chose for your fine-tuning model
- deploy_params = {'api-version': "2023-05-01"}
- deploy_headers = {'Authorization': 'Bearer {}'.format(token), 'Content-Type': 'application/json'}
- deploy_data = {
- "sku": {"name": "standard", "capacity": 1},
- "properties": {
- "model": {
- "format": "OpenAI",
- "name": "gpt-4o-mini-2024-07-18.ft-[redacted]", #retrieve this value from the previous call, it will look like gpt-4o-mini-2024-07-18.ft-[redacted]
- "version": "1"
- }
- }
- }
- deploy_data = json.dumps(deploy_data)
- request_url = f'https://management.azure.com/subscriptions/{subscription}/resourceGroups/{resource_group}/providers/Microsoft.CognitiveServices/accounts/{resource_name}/deployments/{model_deployment_name}'
- print('Creating a new deployment...')
- r = requests.put(request_url, params=deploy_params, headers=deploy_headers, data=deploy_data)
- print(r)
- print(r.reason)
- print(r.json())
- ```
- The token was generated via [`az account get-access-token`](https://learn.microsoft.com/en-us/cli/azure/account?view=azure-cli-latest#az-account-get-access-token).
- ---
- Crossposts:
- - https://serverfault.com/q/1179143/126950
- - https://redd.it/1jzm8q6
- - https://redd.it/1jzm8io
- - https://redd.it/1jzm8dz
#3: Post edited
- I deployed a finetuned GPT 4o mini model on Azure, region `northcentralus`.
- I getting this error in the Azure portal when trying to edit it (I wanted to change the max hit rate):
- > This model is not available on the selected Azure OpenAI Service resource. Learn more about model availability.
- 
- My selected resource in Azure portal is in `northcentralus`:
- 
- However, https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models?tabs=global-standard%2Cstandard-chat-completions#fine-tuning-models states that finetuned GPT 4o mini model is available in Azure, region `northcentralus`:
- 
- What did I miss? Why am I getting a "This model is not available on the selected Azure OpenAI Service resource" error?
- I deployed a finetuned GPT 4o mini model on Azure, region `northcentralus`.
- I getting this error in the Azure portal when trying to edit it (I wanted to change the max hit rate):
- > This model is not available on the selected Azure OpenAI Service resource. Learn more about model availability.
- 
- My selected resource in Azure portal is in `northcentralus`:
- 
- However, https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models?tabs=global-standard%2Cstandard-chat-completions#fine-tuning-models states that finetuned GPT 4o mini model is available in Azure, region `northcentralus`:
- 
- What did I miss? Why am I getting a "This model is not available on the selected Azure OpenAI Service resource" error?
- ---
- Crossposts:
- - https://serverfault.com/q/1179143/126950
- - https://redd.it/1jzm8q6
- - https://redd.it/1jzm8io
- - https://redd.it/1jzm8dz
#2: Post edited
- I deployed a finetuned GPT 4o mini model on Azure, region `northcentralus`.
- I getting this error in the Azure portal when trying to edit it (I wanted to change the max hit rate):
- > This model is not available on the selected Azure OpenAI Service resource. Learn more about model availability.
- 
However, https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models?tabs=global-standard%2Cstandard-chat-completions#fine-tuning-models states that finetuned GPT 4o mini model is available in Azure, region `northcentralus`:- 
- What did I miss? Why am I getting a "This model is not available on the selected Azure OpenAI Service resource" error?
- I deployed a finetuned GPT 4o mini model on Azure, region `northcentralus`.
- I getting this error in the Azure portal when trying to edit it (I wanted to change the max hit rate):
- > This model is not available on the selected Azure OpenAI Service resource. Learn more about model availability.
- 
- My selected resource in Azure portal is in `northcentralus`:
- 
- However, https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models?tabs=global-standard%2Cstandard-chat-completions#fine-tuning-models states that finetuned GPT 4o mini model is available in Azure, region `northcentralus`:
- 
- What did I miss? Why am I getting a "This model is not available on the selected Azure OpenAI Service resource" error?
#1: Initial revision
"This model is not available on the selected Azure OpenAI Service resource." error, but I think it is. Why did I miss?
I deployed a finetuned GPT 4o mini model on Azure, region `northcentralus`. I getting this error in the Azure portal when trying to edit it (I wanted to change the max hit rate): > This model is not available on the selected Azure OpenAI Service resource. Learn more about model availability.  However, https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models?tabs=global-standard%2Cstandard-chat-completions#fine-tuning-models states that finetuned GPT 4o mini model is available in Azure, region `northcentralus`:  What did I miss? Why am I getting a "This model is not available on the selected Azure OpenAI Service resource" error?