The Problem:
When using Azure Open AI, an "InvalidRequestError" is encountered when specifying the "gpt-35-turbo-16k" model. However, the code works fine with the "gpt-35-turbo" model. The documentation suggests that "gpt-35-turbo-16k" supports up to 16k input tokens while "gpt-35-turbo" supports up to 4k input tokens. Why does the error occur with "gpt-35-turbo-16k"?
The Solutions:
Solution 1: Insufficient Permissions
The error you’re encountering, "InvalidRequestError: The completion operation does not work with the specified model, gpt-35-turbo-16k," is likely due to insufficient permissions or incorrect model selection. Here’s what you can do to resolve this issue:
-
Verify Model Compatibility:
- Check if the "gpt-35-turbo-16k" model is supported for the specific API operation you’re trying to perform (e.g., Chat Completion API or Completions API).
- Ensure the version of the model (0613 or 0301) is compatible with your operation. Refer to the Azure OpenAI documentation for details.
-
Check Permissions:
- Verify that you have the necessary permissions and access rights to use the "gpt-35-turbo-16k" model. Make sure your Azure account has the appropriate role, such as the "Owner" or "Contributor" role, for the relevant Azure OpenAI resource.
-
Deploy Correct Model:
- Ensure that you are deploying the correct model when creating your Azure OpenAI deployment. Double-check that you have selected the "gpt-35-turbo-16k" model when setting up the deployment.
-
Adjust Prompt Length:
- Since the "gpt-35-turbo-16k" model supports up to 16k input tokens, review the length of your prompts. If your prompts are exceeding the supported length, consider splitting them into shorter segments or using a model that supports larger input sizes.
-
Contact Azure Support:
- If you’ve checked all of the above and the issue persists, consider reaching out to Azure Support for further assistance. They can help investigate the issue and provide additional guidance.
Q&A
Why does "gpt-35-turbo-16K" model lead to invalid model error?
It only supports the Chat Completions API.
What is the alternative model to overcome this error?
Use "gpt-35-turbo", which supports Completions API.
What is the key difference between the two models?
"gpt-35-turbo-16k" supports up to 16k input tokens, "gpt-35-turbo" supports up to 4k input tokens.
Video Explanation:
The following video, titled "GTA V | How to fix invalid error - YouTube", provides additional insights and in-depth exploration related to the topics discussed in this post.
... can donate here (It will be REALLY REALLY appreciated): http://wcaltdofficial.wix.com/steamgamegiveaways#!paid-donation/c254l ...
The following video, titled "GTA V | How to fix invalid error - YouTube", provides additional insights and in-depth exploration related to the topics discussed in this post.
... can donate here (It will be REALLY REALLY appreciated): http://wcaltdofficial.wix.com/steamgamegiveaways#!paid-donation/c254l ...