AWS Certified AI Practitioner AIF-C01 Practice Question

During the foundation model lifecycle on AWS, what is the primary goal of the pre-training phase?

  • Teach the model general representations by learning patterns from large unlabeled datasets before any task-specific tuning.

  • Reduce the model's parameter count through pruning after deployment to lower inference cost.

  • Encrypt all training data so it can be stored in Amazon S3 under compliance regulations.

  • Gather real-time user feedback to adjust hyperparameters for a production workload.

AWS Certified AI Practitioner AIF-C01
Fundamentals of Generative AI
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