Crucial Exams

AWS Certified AI Practitioner AIF-C01 Practice Question

A company needs to run a foundation model locally on mobile devices that have only 2 GB of RAM and no dedicated GPU. Which consideration best supports selecting a smaller, less complex model architecture for this use case?

  • Leveraging emergent advanced reasoning that appears in multi-billion-parameter models

  • Supporting very long input contexts of tens of thousands of tokens

  • Achieving the widest possible multilingual accuracy across 200+ languages

  • Reducing memory and compute requirements to meet on-device latency and footprint limits

AWS Certified AI Practitioner AIF-C01
Applications of Foundation Models
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