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[Feature Request] Sageattention over Flashattention #1830

@SammCheese

Description

@SammCheese

Describe the Issue
As an end-user, i find myself occasionally struggling with low speeds. Flashattention helps, but there is a faster implementation available which suggests 2-5x lossless speedup compared to Flashattention.

Additional Information:
Sageattention is a direct upgrade over the existing implementation and is a worthwhile option to consider.

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