EXIN BCS Gen AI Award Practice Questions - EXIN BCS Generative Artificial Intelligence Award Exam

What is the primary function of the self-attention mechanism within a Transformer model?

It dynamically calculates importance weights between every pair of tokens in a sequence, allowing the model to capture long-range contextual relationships. It compresses the input text into a single static scalar score to reduce memory consumption. It filters out stopwords and irrelevant vocabulary prior to model processing. It enforces strict sequential left-to-right grammar rules across input tokens.

Correct Answer:

It dynamically calculates importance weights between every pair of tokens in a sequence, allowing the model to capture long-range contextual relationships.

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