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AWS Certified AI Practitioner AIF-C01 Practice Question

When preparing data for reinforcement learning from human feedback (RLHF) to fine-tune a text-generation foundation model, which additional dataset is required beyond the data used for ordinary supervised fine-tuning?

  • An expanded unsupervised corpus of domain-specific documents

  • A set of labeled demonstration examples showing the correct response for each prompt

  • A synthetic dataset generated automatically by the model and filtered for quality

  • Human-ranked pairs of candidate model outputs that indicate relative preference

AWS Certified AI Practitioner AIF-C01
Applications of Foundation Models
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