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What is the role of attention mechanisms in transformers?



What is the role of attention mechanisms in transformers?..

Answer / Abhilash Mishra

Attention mechanisms in Transformers allow the model to focus on relevant parts of the input sequence when producing an output. They do this by assigning weights to different parts of the input, emphasizing or diminishing their contribution based on their relevance to the current output position. This makes Transformers more efficient and effective, particularly for long sequences.

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