Pass NVIDIA NCA-GENL Exam with Guarantee Updated 97 Questions [Q40-Q54]

新しい質問 40
What is a foundation model in the context of Large Language Models (LLMs)?

新しい質問41
Which of the following best describes the purpose of attention mechanisms in transformer models?

新しい質問 42
In the development of Trustworthy AI, what is the significance of ‘Certification’ as a principle?

新しい質問 43
When comparing and contrasting the ReLU and sigmoid activation functions, which statement is true?

新しい質問44
In the context of fine-tuning LLMs, which of the following metrics is most commonly used to assess the performance of a fine-tuned model?

新しい質問45
When implementing data parallel training, which of the following considerations needs to be taken into account?

新しい質問 46
When designing an experiment to compare the performance of two LLMs on a question-answering task, which statistical test is most appropriate to determine if the difference in their accuracy is significant, assuming the data follows a normal distribution?

新しい質問 47
Which metric is commonly used to evaluate machine-translation models?

新しい質問 48
Which metric is commonly used to evaluate machine-translation models?

新しい質問 49
What is the main consequence of the scaling law in deep learning for real-world applications?

新しい質問50
What is Retrieval Augmented Generation (RAG)?

新しい質問 51
Which of the following is a parameter-efficient fine-tuning approach that one can use to fine-tune LLMs in a memory-efficient fashion?

新しい質問 52
In large-language models, what is the purpose of the attention mechanism?

新しい質問 53
Which aspect in the development of ethical AI systems ensures they align with societal values and norms?

新しい質問 54
In the context of a natural language processing (NLP) application, which approach is most effective for implementing zero-shot learning to classify text data into categories that were not seen during training?