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Update Flash Attention description in README#139

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Update Flash Attention description in README#139
AdityaShukla19-08 wants to merge 1 commit into
mlabonne:mainfrom
AdityaShukla19-08:main

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Clarified that FlashAttention reduces memory complexity while preserving the quadratic computational complexity of dense attention.

Clarified that FlashAttention reduces memory complexity while preserving the quadratic computational complexity of dense attention.
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