NCA-GENM Exam Dumps | When deploying a multimodal Generative A1 model for a real-time application, such as a virtual assistant

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Question 5/192

When deploying a multimodal Generative A1 model for a real-time application, such as a virtual assistant that responds to voice commands and displays relevant images, which of the following considerations are MOST critical for ensuring low latency and a smooth user experience? (Select TWO)

A. Prioritize model accuracy over inference speed.

B. Employ model quantization and pruning techniques to reduce model size and computational requirements.

C. Utilize asynchronous processing and caching strategies to pre-compute and store frequently accessed data.

D. Deploy the model on a single CPU core to minimize resource contention.

E. Disable any logging or monitoring to reduce overhead.

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