docs: Flash Attention Conceptual Guide (#892)
PR for conceptual guide on flash attention. I will add more info unless
I'm told otherwise.
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Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>
Co-authored-by: Omar Sanseviero <osanseviero@gmail.com>
