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NVIDIA NCA-GENL Dumps Questions Answers

Exam Code:
NCA-GENL
Last Update: Apr 28, 2025
51 Questions Answers with Explanation Detail
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NCA-GENL Q&A's Detail

Exam Code:
NCA-GENL
Total Questions:
51 Q&A's
Single Choice Questions:
46 Q&A's
Multiple Choice Questions:
5 Q&A's

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All NVIDIA-Certified Associate Related Certification Exams

Total Questions: 0
Updated: 28-Apr-2025
Total Questions: 0
Updated: 29-Apr-2025

NVIDIA Generative AI LLMs Questions and Answers

Questions 1

When using NVIDIA RAPIDS to accelerate data preprocessing for an LLM fine-tuning pipeline, which specific feature of RAPIDS cuDF enables faster data manipulation compared to traditional CPU-based Pandas?

Options:

A.

Automatic parallelization of Python code across CPU cores.

B.

GPU-accelerated columnar data processing with zero-copy memory access.

C.

Integration with cloud-based storage for distributed data access.

D.

Conversion of Pandas DataFrames to SQL tables for faster querying.

Questions 2

Which of the following best describes the purpose of attention mechanisms in transformer models?

Options:

A.

To focus on relevant parts of the input sequence for use in the downstream task.

B.

To compress the input sequence for faster processing.

C.

To generate random noise for improved model robustness.

D.

To convert text into numerical representations.

Questions 3

Which metric is commonly used to evaluate machine-translation models?

Options:

A.

F1 Score

B.

BLEU score

C.

ROUGE score

D.

Perplexity

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