This is the repository card of kernels-community/flash-attn2 that has been pushed on the Hub. It was built to be used with the kernels library. This card was automatically generated.

How to use

# make sure `kernels` is installed: `pip install -U kernels`
from kernels import get_kernel

kernel_module = get_kernel("kernels-community/flash-attn2")
flash_attn_func = kernel_module.flash_attn_func

flash_attn_func(...)

Available functions

flash_attn_func
flash_attn_kvpacked_func
flash_attn_qkvpacked_func
flash_attn_varlen_func
flash_attn_varlen_kvpacked_func
flash_attn_varlen_qkvpacked_func
flash_attn_with_kvcache
fwd
varlen_fwd
bwd
varlen_bwd
fwd_kvcache

Benchmarks

Benchmarking script is available for this kernel. Run kernels benchmark kernels-community/flash-attn2.

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