NCA-GENM Exam Dumps | You're training a multimodal model for generating stories from images and audio. You use a Transformer

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Question 124/192

You're training a multimodal model for generating stories from images and audio. You use a Transformer architecture. During training, you notice that the model struggles to maintain long-range dependencies in the generated stories, leading to incoherent narratives. Which of the following techniques would be MOST effective in addressing this issue within the Transformer architecture?

A. Reducing the number of layers in the Transformer.

B. Using a smaller embedding dimension.

C. Incorporating positional encodings and increasing the attention window size.

D. Removing the self-attention mechanism.

E. Using only audio as input.

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