Looks like the issue was that the model id I was using is incorrect. It should have been meta.llama3-2-11b-instruct-v1:0. However, it looks like this specific model does not support this functionality

ValidationException: An error occurred (ValidationException) when calling the Converse operation: The provided model doesn't support on-demand throughput.