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Navigating Complexity: Sparse Attention and Cognitive Efficiency in AI
This chapter explores Microsoft’s implementation of sparse attention techniques in their language models to handle a billion tokens effectively. It highlights the use of dilation and sparse representations, drawing connections to human cognitive processes to enhance AI performance and memory management.