NCA-GENM Exam Dumps | A multimodal A1 model is trained on a dataset containing biased text and images. This bias leads to the

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Question 48/192

A multimodal A1 model is trained on a dataset containing biased text and images. This bias leads to the model generating outputs that reinforce negative stereotypes. Which of the following steps are crucial for addressing and mitigating this bias during the model development lifecycle? (Select TWO)

A. Collecting a more diverse and representative dataset.

B. Increasing the learning rate during training.

C. Using adversarial training techniques to encourage fairness.

D. Reducing the number of layers in the neural network.

E. Implementing model distillation to reduce the model size

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