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openai
#10109
input_validation_error
Invalid key in 'logit_bias': only non-negative integers are allowed.
This error has been identified and solved.
Reason
The 400
status error in the OpenAI API, indicated by a "Bad Request" response, can be triggered by several reasons. Here are some possible explanations for the error you're encountering:
Invalid API Key
The error could be due to an incorrect, expired, or improperly configured API key. This is a common issue where the API key used in the code does not match the one listed in the OpenAI Developer Dashboard, or the key might have expired.
Rate Limiting and Throttling
OpenAI has rate limits on the number of API requests you can make within a given time frame. Exceeding these limits can result in a 400
error.
Invalid Request Parameters
The request might contain invalid or unsupported parameters. For example, if the request includes additional properties that are not recognized by the API, such as an invalid key in the request body (e.g., logit_bias
: additionalProp1
), it will result in a 400
error. This indicates that the parameters submitted do not comply with the API's requirements.
Incorrect Request Syntax or Configuration
The request syntax or configuration might be incorrect. This could include issues such as new lines at the beginning or end of the text input, which can cause the API to reject the request.
Model-Specific Errors
Some errors can be specific to the model being used. For instance, if a model does not support certain parameters (like specifying dimensions), it will return a 400
error with an appropriate error message.
Network Issues
Although less common, network issues such as packet loss or high latency can also cause the API request to fail with a 400
status code.
Solution
To resolve the 400
status error in the OpenAI API, you need to address the following potential issues:
Verify API Key: Ensure the API key is correct, not expired, and matches the one in the OpenAI Developer Dashboard.
Check Request Parameters: Ensure that the request parameters are valid and supported by the API, avoiding additional or unrecognized properties.
Adhere to Rate Limits: Make sure your API requests do not exceed the rate limits set by OpenAI.
Correct Request Syntax and Configuration: Ensure the request syntax and configuration are correct, including proper formatting of the request body.
Model Compatibility: Verify that the parameters used are compatible with the model you are accessing.
Inspect Network Traffic: If necessary, inspect network traffic to identify any network-related issues.
By addressing these areas, you can identify and fix the cause of the 400
error.
Suggested Links
https://cheatsheet.md/chatgpt-cheatsheet/openai-api-error-axioserror-request-failed-status-code-400
https://github.com/Significant-Gravitas/AutoGPT/issues/896
https://community.openai.com/t/getting-400-response-with-already-working-code/509212
https://help.openai.com/en/articles/6882433-incorrect-api-key-provided
https://community.openai.com/t/intermittent-error-an-unexpected-error-occurred-error-code-400-error-message-this-model-does-not-support-specifying-dimensions-type-invalid-request-error-param-none-code-none/955807
https://github.com/vllm-project/vllm/issues/1351
https://community.openai.com/t/logitbias-not-working-properly-for-chatcompletions-api/80883
https://learn.microsoft.com/en-us/answers/questions/1532521/run-failed-openai-api-hits-badrequesterror-error-c