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Exam Certified Generative AI Engineer Associate All Questions

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Exam Certified Generative AI Engineer Associate topic 1 question 38 discussion

Actual exam question from Databricks's Certified Generative AI Engineer Associate
Question #: 38
Topic #: 1
[All Certified Generative AI Engineer Associate Questions]

A Generative AI Engineer is building an LLM to generate article summaries in the form of a type of poem, such as a haiku, given the article content. However, the initial output from the LLM does not match the desired tone or style.
Which approach will NOT improve the LLM’s response to achieve the desired response?

  • A. Provide the LLM with a prompt that explicitly instructs it to generate text in the desired tone and style
  • B. Use a neutralizer to normalize the tone and style of the underlying documents
  • C. Include few-shot examples in the prompt to the LLM
  • D. Fine-tune the LLM on a dataset of desired tone and style
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Suggested Answer: B 🗳️
by trendy01 at Oct. 26, 2024, 6:24 a.m.

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Soumak
1 month, 1 week ago
Selected Answer: B
A neutralizer aims to reduce or standardize the tone of input data. However, this contradicts the goal, which is to generate text with a specific tone and style (like haikus). Neutralizing the source documents will strip away the richness of the content, making it harder for the LLM to generate creative, stylistic outputs like poems.
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trendy01
3 months, 1 week ago
Selected Answer: B
B appears to be an unhelpful approach to improving responses in LLM. This is because using neutralization tools to normalize the tone and style of the underlying document will not help the LLM respond in the desired format.
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