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Exam NCA-GENM Topic 1 Question 332 Discussion

Actual exam question for NVIDIA's NCA-GENM exam
Question #: 332
Topic #: 1
Consider a scenario where you are developing a system for automatically generating product descriptions based on images and specifications. The system needs to generate diverse and creative descriptions. Which of the following techniques would be MOST helpful in achieving this?

Suggested Answer: B Vote an answer

Fine-tuning a pre-trained language model (option B) is the most effective approach. Pre-trained language models like GPT-3 have a strong understanding of language and can generate fluent and creative text. Fine-tuning on a dataset of product descriptions, conditioned on image features, allows the model to learn to generate descriptions that are both accurate and engaging. Other options are either too rigid (A, D) or require more training data and computational resources (C).

by Celeste at Sep 11, 2025, 08:54 PM

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