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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #348

PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #348: Real Exam Question with Answer & Explanation

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Submitted by mateo_ar· Apr 18, 2026ML model development

Question

Your company needs to generate product summaries for vendors. You evaluate a foundation model from Model Garden for text summarization and find the style of the summaries are not aligned with your company's brand voice. How should you improve this LLM-based summarization model to better meet your business objectives?

Options

  • AReplace the pre-trained model with another model in Model Garden.
  • BFine-tune the model using a company-specific dataset.
  • CIncrease the model's temperature parameter.
  • DTune the token output limit in the response.

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Topics

#LLM customization#Fine-tuning#Brand voice#Text summarization
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