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Apply flash attention #99

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@truongvu2000nd truongvu2000nd commented Dec 27, 2023

Patching the LLaMA model with FlashAttn 2.

Tested on a A100 40GB machine, flash-attn v2.3.6: ~20% VRAM reduced, ~10% throughput increased.

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