Exam AWS Certified AI Practitioner AIF-C01 topic 1 question 50 discussion

A. Purchase Provisioned Throughput for the custom model Provisioned Throughput is not relevant to Amazon Bedrock or custom models. It is generally associated with services like DynamoDB for performance scaling. C. Register the model with the Amazon SageMaker Model Registry While the Model Registry helps manage and track model versions, registering the model alone does not make it usable for inference. The model must still be deployed to a SageMaker endpoint. D. Grant access to the custom model in Amazon Bedrock Amazon Bedrock only provides access to foundation models hosted and managed by AWS. Custom models trained by the company need to be deployed separately via Amazon SageMaker.

A To customize model you must purchase Provisioned Throughput.

A - is the right answer, as you NEED to Purchase Provisioned Throughput for customized model: https://docs.aws.amazon.com/bedrock/latest/userguide/model-customization-use.html D - is NOT (less) correct as IAM is OPTIONAL: https://docs.aws.amazon.com/bedrock/latest/userguide/model-customization-prereq.html

The correct answer is D. Grant access to the custom model in Amazon Bedrock.

Initially I was going with D but after reading this article sticking with A https://docs.aws.amazon.com/bedrock/latest/userguide/model-customization-use.html?form=MG0AV3

B, and C, CANNOT be as the question is clear: "..using an Amazon Bedrock.. through Amazon BedRock" , in short SageMaker is out of the picture in this case. we are talking about a customize Bedrock Model.. so .. A is the only possible answer, we are not deploying a custom model in bedrock, we are using a bedrock customised model.. and in that case you have to pay the premium... as per this link: https://docs.aws.amazon.com/bedrock/latest/userguide/prov-throughput.html ...If you customized a model, you must purchase Provisioned Throughput to be able to use it

The question specifically mentions using the custom model "through Amazon Bedrock," which implies that the model should be integrated with Bedrock's infrastructure.

Has to be B

I agree the answer is D

Indeed, you need to "import" the custom model first : https://aws.amazon.com/bedrock/custom-model-import/

A. Purchase Provisioned Throughput for the custom model. https://docs.aws.amazon.com/bedrock/latest/userguide/model-customization-use.html

To use the custom model through Amazon Bedrock, the company needs to grant access to that model within the Bedrock environment, ensuring that the model can be utilized for tasks like document summarization.