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The behavior you're experiencing with the INVALID_PAYMENT_INSTRUMENT error in Amazon Bedrock appears to be related to how AWS handles model access and payment validation.
When you encounter this error, it typically means there's an underlying issue with your payment method for AWS Marketplace agreements. This is particularly common for AISPL (India) customers, but can affect others as well. The error occurs when the AWS Marketplace Agreement fails due to payment issues or possibly geo-location restrictions.
The pattern you're observing—where a few initial requests succeed before the error appears—is not explicitly documented as intended behavior. However, it could be related to how AWS validates payment instruments for model access. The system might allow a small number of initial requests while payment validation is being processed in the background, then enforce restrictions once it determines the payment method is invalid.
For your specific situation where changing the payment method isn't an option, you should consider opening a case with AWS Support under the "Account and billing" category. This can be done free of charge and would allow AWS to investigate your specific account situation. They may be able to provide a solution that works with your existing payment method.
Some users experiencing similar issues have found that switching regions (if available for your models) might help, as resource availability and validation processes can differ between regions. Additionally, if you're using models that don't require additional marketplace agreements (like Amazon Titan, Mistral AI, and Meta Llama 3 Instruct models), those might continue to work even when others fail with payment errors.
Sources
Troubleshooting Amazon Bedrock API Error Codes - Amazon Bedrock
Amazon Bedrock Model access payment instrument error | AWS re:Post
Unable to try out Bedrock | AWS re:Post
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