NCA-GENM Exam Dumps | When training a multimodal model with both text and image data, what is a common challenge related to

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Question 13/192

When training a multimodal model with both text and image data, what is a common challenge related to the different characteristics and scales of these modalities, and what are some common strategies to address it? (Select TWO correct answers)

A. Images are always processed faster than text, requiring artificial delays in the text processing pipeline.

B. Modalities often have different scales and distributions, leading to one modality dominating the learning process.

C. Text data inherently contains more information than image data, making it difficult to balance their contributions.

D. Using modality-specific normalization techniques and carefully weighting the loss contributions from each modality.

E. Always training the image processing part first and freezing the weights before text processing

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