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flash-sparse-attn

PyPI

Flash Sparse Attention: Fast and Memory-Efficient Trainable Sparse Attention

Latest v2.0.6 · Sep 9, 202672 downloads · 30dBSD 3-Clause License Copyright (c) 2025, the respective contributors, as shown by the AUTHORS file. All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: * Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. * Neither the name of the copyright holder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

Downloads

Daily downloads

PyPI · excludes known mirrors

downloads1
0481216Oct 6Oct 20Nov 4
Oct 30

Linked repositories

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1HKUSTDial/flash-sparse-attentionRegistry metadata

Recent releases

VersionPublished
2.0.6Sep 9, 2026
2.0.5Jun 30, 2026
2.0.3Jun 7, 2026
2.0.2Jun 2, 2026
2.0.1Apr 28, 2026

Metadata updated Oct 31, 2026 · Downloads updated Oct 31, 2026

Download counts include automated and repeat installs. Gaps indicate missing observations.