This release is a pre-release and may not be stable for production use.
FlashAttention-4 (CuTeDSL)
FlashAttention-4 is a CuTeDSL-based implementation of FlashAttention for Hopper and Blackwell GPUs.
Installation
pip install flash-attn-4
If you're on CUDA 13, install with the cu13 extra for best performance:
pip install "flash-attn-4[cu13]"
Usage
from flash_attn.cute import flash_attn_func, flash_attn_varlen_func
out = flash_attn_func(q, k, v, causal=True)
Development
git clone https://github.com/Dao-AILab/flash-attention.git
cd flash-attention
pip install -e "flash_attn/cute[dev]" # CUDA 12.x
pip install -e "flash_attn/cute[dev,cu13]" # CUDA 13.x (e.g. B200)
pytest tests/cute/
Release files for flash-attn-4 4.0.0b30
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Total release size: 787.2 kB
Release files / flash_attn_4-4.0.0b30.tar.gz
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