together-ai
#15010000
input_validation_error
Input validation error: The sum of 'inputs' tokens and 'max_new_tokens' must not exceed 4097. Please adjust your inputs accordingly.
This error has been identified and solved.
Reason
The 400 Bad Request error in the context of the max_tokens field is likely occurring due to one of the following reasons:
Exceeding Maximum Context Length
The sum of the input tokens and the requested max_tokens exceeds the model's maximum allowed context length. For example, if the model's maximum context length is 8192 tokens, and your request includes more tokens than this limit, it will result in an error.
Invalid Parameters
The max_tokens value provided is not within the valid range specified by the API. Most recent models have a maximum max_tokens limit of 4096 for the output, and exceeding this limit will trigger an error.
Request Format Issues
The request might be improperly formatted or contain incorrect data types, which can lead to a 400 Bad Request error. This includes ensuring that the JSON payload adheres to the expected structure and that all required fields are correctly populated.
Solution
To fix the 400 Bad Request error related to the max_tokens field in the Anthropic API, you need to ensure the following:
Specify a valid
max_tokensvalue: Make sure themax_tokensfield is included in your request and has a valid integer value.Adhere to context length limits: Ensure that the sum of the input tokens and the requested
max_tokensdoes not exceed the model's maximum allowed context length.Correct request format: Verify that your JSON payload is properly formatted and all required fields are correctly populated.
Here are some key points to check:
Include
max_tokensin your request.Ensure
max_tokensis within the valid range (typically up to 4096 for output tokens).Check that the request body is correctly structured according to the API documentation.
Suggested Links
https://docs.anthropic.com/en/api/rate-limits https://github.com/langchain-ai/langchain/issues/14494 https://docs.anthropic.com/en/api/errors https://zapier.com/blog/claude-api/ https://docs.litellm.ai/docs/providers/anthropic
