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ACA Generative AI Engineer ACA-GENERATIVE-AI-ENGINEER

100 real Alibaba Cloud ACA-GENERATIVE-AI-ENGINEER questions with answers checked by certified engineers. Start free, upgrade when you are ready.

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Questions
100
Exam code
ACA-GENERATIVE-AI-ENGINEER
Last updated
Oct 10, 2026
Language
English
Certification
ACA Generative AI Engineer
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ACA-GENERATIVE-AI-ENGINEER sample questions

2 questions from the ACA-GENERATIVE-AI-ENGINEER practice set, with the answer and explanation.

  1. Question 1
    Which architecture underpins most modern large language models?
    • A.
      The convolutional network, which slides learned filters across fixed-size patches of the input image
    • B.
      The recurrent network, which processes tokens one step at a time while carrying a hidden state forward
    • C.
      The transformer, which uses self-attention to model relationships among the tokens of a sequence
    • D.
      The decision tree ensemble, which splits the feature space into rules learned from labeled tabular records
    Show answer

    Correct answer:

    • C.
      The transformer, which uses self-attention to model relationships among the tokens of a sequence

    Explanation

    The transformer's self-attention lets every token weigh every other token, and it trains efficiently because positions are processed in parallel. Convolutional networks are built for grids such as images, and recurrent networks process tokens sequentially, which is why they are tempting but are not the architecture behind most current LLMs. Tree ensembles are tabular models.
  2. Question 2
    Transformer models trained with self-attention can process the tokens of a sequence in parallel during training.
    • A.
      True
    • B.
      False
    Show answer

    Correct answer:

    • A.
      True

    Explanation

    Self-attention relates all positions in a sequence in one pass, which lets training run in parallel across tokens. Recurrent models had to process steps in order, which is the contrast the statement draws. The tempting belief is that transformers read strictly left to right during training.
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FAQ

ACA-GENERATIVE-AI-ENGINEER FAQ

What is the Alibaba Cloud ACA-GENERATIVE-AI-ENGINEER exam?

ACA-GENERATIVE-AI-ENGINEER is the ACA Generative AI Engineer exam from Alibaba Cloud. The exam runs for 90 minutes.

How many questions are in the ACA-GENERATIVE-AI-ENGINEER practice set?

The full ACA-GENERATIVE-AI-ENGINEER practice set has 100 questions with answers.

Can I try ACA-GENERATIVE-AI-ENGINEER practice questions for free?

Yes. This page has 2 free ACA-GENERATIVE-AI-ENGINEER PDF files shared by other candidates, and a free online test engine where you can answer ACA-GENERATIVE-AI-ENGINEER questions in your browser. No account is needed.

What formats are the ACA-GENERATIVE-AI-ENGINEER practice questions available in?

ACA-GENERATIVE-AI-ENGINEER practice questions are available in these formats: PDF and Online Practice Exam. You can also get them together in a bundle.

How much does ACA-GENERATIVE-AI-ENGINEER practice material cost?

ACA-GENERATIVE-AI-ENGINEER practice material starts from $49 USD.

Are these the actual ACA-GENERATIVE-AI-ENGINEER exam questions?

No. They are exam-style practice questions written from the official ACA-GENERATIVE-AI-ENGINEER exam objectives, not actual exam content.

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