azure-openai
#10026
model_incompatibility_error
The completion operation does not work with the specified model. Please choose a different model and try again. You can learn more about which models can be used with each operation here: https://go.microsoft.com/fwlink/?linkid=2197993.
This error has been identified and solved.
Reason
The 400 status error you are encountering in the Azure OpenAI API, specifically the message indicating that "the completion operation does not work with the specified model, gpt-4-32k," is likely due to several reasons:
Model Compatibility
The error suggests that the gpt-4-32k model may not be compatible with the specific completion operation you are trying to perform. Different models may have different capabilities and restrictions[3’.
API Endpoint and Version Issues
There could be issues related to the specific API endpoint or version being used, where changes in the API may not support the gpt-4-32k model for certain operations.
Model Lifecycle and Support
Preview models, such as gpt-4-32k, may not follow the standard Azure OpenAI model lifecycle, which could mean they are not fully supported for all operations or may have specific limitations.
Solution
To resolve the 400 status error related to the gpt-4-32k model in the Azure OpenAI API, you can take the following steps:
Ensure you are using a compatible model for the completion operation. Here are some key actions to consider:
Choose a different model: Select a model that is supported for the completion operation, such as
gpt-3.5or other compatible models.Check API documentation: Review the official Azure OpenAI API documentation to identify any specific restrictions or limitations on the
gpt-4-32kmodel.Verify API endpoint and version: Ensure that the API endpoint and version you are using support the operations you need with the chosen model.
Contact Azure support: If the issue persists, reach out to Azure OpenAI support for further assistance.
Suggested Links
https://portkey.ai/error-library/prompt-error-10016
https://community.openai.com/t/is-the-rate-limit-tied-to-the-api-or-can-be-cumulative-if-i-have-two-models-deployed/360331
https://github.com/langchain-ai/langchain/issues/3137
https://cheatsheet.md/chatgpt-cheatsheet/openai-api-error-axioserror-request-failed-status-code-400
https://community.openai.com/t/what-are-the-additional-risks-using-gpt-4-turbo-preview-over-gpt-4/705367
https://learn.microsoft.com/en-us/answers/questions/1680345/issue-with-authenticating-api-management-with-azur
https://github.com/langflow-ai/langflow/issues/3860
https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/openai/azure-ai-openai/TROUBLESHOOTING.md
