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AIF-C01 · Question #366

AIF-C01 Question #366: Real Exam Question with Answer & Explanation

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Submitted by yousef_jo· Mar 30, 2026

Question

An AI practitioner must fine-tune an open source large language model (LLM) for text categorization. The dataset is already prepared. Which solution will meet these requirements with the LEAST operational effort?

Options

  • ACreate a custom model training job in PartyRock on Amazon Bedrock.
  • BUse Amazon SageMaker JumpStart to create a training job.
  • CUse a custom script to run an Amazon SageMaker AI model training job.
  • DCreate a Jupyter notebook on an Amazon EC2 instance. Use the notebook to train the model.

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Topics

#LLM fine-tuning#SageMaker JumpStart#Managed ML services#Operational efficiency
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