From c2af8f132259937ebe72f0d7c98815af6871de28 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" <41898282+github-actions[bot]@users.noreply.github.com> Date: Wed, 28 Jan 2026 17:55:14 +0000 Subject: [PATCH] docs: update docs for v0.7.16 --- doc/packages.md | 148 +++++++++++++++++++++++++---------------- doc/release_history.md | 35 ++++++++++ 2 files changed, 127 insertions(+), 56 deletions(-) diff --git a/doc/packages.md b/doc/packages.md index 7a85f7e..b953481 100644 --- a/doc/packages.md +++ b/doc/packages.md @@ -67,7 +67,7 @@ | 3.10 | 2.5 | 12.4 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.8.3+cu124torch2.5-cp310-cp310-linux_x86_64.whl), [Download2(v0.4.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3+cu124torch2.5-cp310-cp310-linux_x86_64.whl) | | 3.10 | 2.5 | 12.6 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.8.3+cu126torch2.5-cp310-cp310-linux_x86_64.whl), [Download2(v0.4.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3+cu126torch2.5-cp310-cp310-linux_x86_64.whl) | | 3.10 | 2.5 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.8.3+cu128torch2.5-cp310-cp310-linux_x86_64.whl), [Download2(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.8.3+cu128torch2.5-cp310-cp310-linux_x86_64.whl), [Download3(v0.4.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3+cu128torch2.5-cp310-cp310-linux_x86_64.whl) | -| 3.10 | 2.6 | 12.4 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.8.3+cu124torch2.6-cp310-cp310-linux_x86_64.whl), [Download2(v0.4.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3+cu124torch2.6-cp310-cp310-linux_x86_64.whl) | +| 3.10 | 2.6 | 12.4 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu124torch2.6-cp310-cp310-linux_x86_64.whl), [Download2(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.8.3+cu124torch2.6-cp310-cp310-linux_x86_64.whl), [Download3(v0.4.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3+cu124torch2.6-cp310-cp310-linux_x86_64.whl) | | 3.10 | 2.6 | 12.6 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.8.3+cu126torch2.6-cp310-cp310-linux_x86_64.whl), [Download2(v0.4.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3+cu126torch2.6-cp310-cp310-linux_x86_64.whl) | | 3.10 | 2.6 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.8.3+cu128torch2.6-cp310-cp310-linux_x86_64.whl), [Download2(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.8.3+cu128torch2.6-cp310-cp310-linux_x86_64.whl), [Download3(v0.4.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3+cu128torch2.6-cp310-cp310-linux_x86_64.whl) | | 3.10 | 2.6 | 12.9 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.8.3+cu129torch2.6-cp310-cp310-linux_x86_64.whl), [Download2(v0.4.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3+cu129torch2.6-cp310-cp310-linux_x86_64.whl) | @@ -119,7 +119,7 @@ | 3.12 | 2.6 | 12.9 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.8.3+cu129torch2.6-cp312-cp312-linux_x86_64.whl), [Download2(v0.4.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3+cu129torch2.6-cp312-cp312-linux_x86_64.whl) | | 3.12 | 2.7 | 12.4 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.8.3+cu124torch2.7-cp312-cp312-linux_x86_64.whl), [Download2(v0.4.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3+cu124torch2.7-cp312-cp312-linux_x86_64.whl) | | 3.12 | 2.7 | 12.6 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.8.3+cu126torch2.7-cp312-cp312-linux_x86_64.whl), [Download2(v0.4.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3+cu126torch2.7-cp312-cp312-linux_x86_64.whl) | -| 3.12 | 2.7 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.8.3+cu128torch2.7-cp312-cp312-linux_x86_64.whl), [Download2(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.8.3+cu128torch2.7-cp312-cp312-linux_x86_64.whl), [Download3(v0.4.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3+cu128torch2.7-cp312-cp312-linux_x86_64.whl) | +| 3.12 | 2.7 | 12.8 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu128torch2.7-cp312-cp312-linux_x86_64.whl), [Download2(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.8.3+cu128torch2.7-cp312-cp312-linux_x86_64.whl), [Download3(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.8.3+cu128torch2.7-cp312-cp312-linux_x86_64.whl), [Download4(v0.4.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3+cu128torch2.7-cp312-cp312-linux_x86_64.whl) | | 3.12 | 2.8 | 12.4 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.8.3+cu124torch2.8-cp312-cp312-linux_x86_64.whl), [Download2(v0.4.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3+cu124torch2.8-cp312-cp312-linux_x86_64.whl) | | 3.12 | 2.8 | 12.6 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.8.3+cu126torch2.8-cp312-cp312-linux_x86_64.whl), [Download2(v0.4.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3+cu126torch2.8-cp312-cp312-linux_x86_64.whl) | | 3.12 | 2.8 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.8.3+cu128torch2.8-cp312-cp312-linux_x86_64.whl), [Download2(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.8.3+cu128torch2.8-cp312-cp312-linux_x86_64.whl), [Download3(v0.4.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3+cu128torch2.8-cp312-cp312-linux_x86_64.whl) | @@ -132,6 +132,7 @@ | 3.12 | 2.9 | 13.1 | [Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.8.3+cu131torch2.9-cp312-cp312-linux_x86_64.whl) | | 3.12 | 2.10 | 12.6 | [Download1(v0.7.15)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.15/flash_attn-2.8.3+cu126torch2.10-cp312-cp312-linux_x86_64.whl) | | 3.12 | 2.10 | 12.8 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu128torch2.10-cp312-cp312-linux_x86_64.whl) | +| 3.12 | 2.10 | 13.0 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu130torch2.10-cp312-cp312-linux_x86_64.whl) | | 3.13 | 2.5 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.8.3+cu128torch2.5-cp313-cp313-linux_x86_64.whl) | | 3.13 | 2.6 | 12.4 | [Download1(v0.4.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.12/flash_attn-2.8.3+cu124torch2.6-cp313-cp313-linux_x86_64.whl) | | 3.13 | 2.6 | 12.6 | [Download1(v0.4.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.12/flash_attn-2.8.3+cu126torch2.6-cp313-cp313-linux_x86_64.whl) | @@ -149,14 +150,14 @@ | 3.13 | 2.9 | 12.9 | [Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.8.3+cu129torch2.9-cp313-cp313-linux_x86_64.whl) | | 3.13 | 2.9 | 13.0 | [Download1(v0.6.8)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.6.8/flash_attn-2.8.3+cu130torch2.9-cp313-cp313-linux_x86_64.whl), [Download2(v0.5.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.2/flash_attn-2.8.3+cu130torch2.9-cp313-cp313-linux_x86_64.whl), [Download3(v0.4.18)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.18/flash_attn-2.8.3+cu130torch2.9-cp313-cp313-linux_x86_64.whl) | | 3.13 | 2.9 | 13.1 | [Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.8.3+cu131torch2.9-cp313-cp313-linux_x86_64.whl) | -| 3.13 | 2.10 | 12.6 | [Download1(v0.7.15)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.15/flash_attn-2.8.3+cu126torch2.10-cp313-cp313-linux_x86_64.whl) | +| 3.13 | 2.10 | 12.6 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu126torch2.10-cp313-cp313-linux_x86_64.whl), [Download2(v0.7.15)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.15/flash_attn-2.8.3+cu126torch2.10-cp313-cp313-linux_x86_64.whl) | | 3.13 | 2.10 | 12.8 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu128torch2.10-cp313-cp313-linux_x86_64.whl) | | 3.13 | 2.10 | 13.0 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu130torch2.10-cp313-cp313-linux_x86_64.whl) | -| 3.14 | 2.9 | 12.8 | [Download1(v0.6.8)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.6.8/flash_attn-2.8.3+cu128torch2.9-cp314-cp314-linux_x86_64.whl) | +| 3.14 | 2.9 | 12.8 | 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[Download2(v0.6.8)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.6.8/flash_attn-2.8.3+cu130torch2.9-cp314-cp314-linux_x86_64.whl) | | 3.14 | 2.9 | 13.1 | [Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.8.3+cu131torch2.9-cp314-cp314-linux_x86_64.whl) | -| 3.14 | 2.10 | 12.6 | [Download1(v0.7.15)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.15/flash_attn-2.8.3+cu126torch2.10-cp314-cp314-linux_x86_64.whl) | +| 3.14 | 2.10 | 12.6 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu126torch2.10-cp314-cp314-linux_x86_64.whl), [Download2(v0.7.15)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.15/flash_attn-2.8.3+cu126torch2.10-cp314-cp314-linux_x86_64.whl) | | 3.14 | 2.10 | 12.8 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu128torch2.10-cp314-cp314-linux_x86_64.whl) | | 3.14 | 2.10 | 13.0 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu130torch2.10-cp314-cp314-linux_x86_64.whl) | @@ -350,7 +351,7 @@ | 3.10 | 2.5 | 12.4 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.7.4+cu124torch2.5-cp310-cp310-linux_x86_64.whl), [Download2(v0.3.18)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4+cu124torch2.5-cp310-cp310-linux_x86_64.whl), [Download3(v0.3.14)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.7.4+cu124torch2.5-cp310-cp310-linux_x86_64.whl) | | 3.10 | 2.5 | 12.6 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.7.4+cu126torch2.5-cp310-cp310-linux_x86_64.whl) | | 3.10 | 2.5 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.7.4+cu128torch2.5-cp310-cp310-linux_x86_64.whl), [Download2(v0.3.18)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4+cu128torch2.5-cp310-cp310-linux_x86_64.whl) | -| 3.10 | 2.6 | 12.4 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.7.4+cu124torch2.6-cp310-cp310-linux_x86_64.whl), [Download2(v0.3.18)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4+cu124torch2.6-cp310-cp310-linux_x86_64.whl), [Download3(v0.3.14)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.7.4+cu124torch2.6-cp310-cp310-linux_x86_64.whl) | +| 3.10 | 2.6 | 12.4 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.7.4+cu124torch2.6-cp310-cp310-linux_x86_64.whl), [Download2(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.7.4+cu124torch2.6-cp310-cp310-linux_x86_64.whl), [Download3(v0.3.18)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4+cu124torch2.6-cp310-cp310-linux_x86_64.whl), [Download4(v0.3.14)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.7.4+cu124torch2.6-cp310-cp310-linux_x86_64.whl) | | 3.10 | 2.6 | 12.6 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.7.4+cu126torch2.6-cp310-cp310-linux_x86_64.whl) | | 3.10 | 2.6 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.7.4+cu128torch2.6-cp310-cp310-linux_x86_64.whl), [Download2(v0.3.18)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4+cu128torch2.6-cp310-cp310-linux_x86_64.whl) | | 3.10 | 2.6 | 12.9 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.7.4+cu129torch2.6-cp310-cp310-linux_x86_64.whl), [Download2(v0.3.18)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4+cu129torch2.6-cp310-cp310-linux_x86_64.whl) | @@ -378,7 +379,7 @@ | 3.11 | 2.6 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.7.4+cu128torch2.6-cp311-cp311-linux_x86_64.whl), [Download2(v0.3.18)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4+cu128torch2.6-cp311-cp311-linux_x86_64.whl) | | 3.11 | 2.6 | 12.9 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.7.4+cu129torch2.6-cp311-cp311-linux_x86_64.whl), [Download2(v0.3.18)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4+cu129torch2.6-cp311-cp311-linux_x86_64.whl) | | 3.11 | 2.7 | 12.4 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.7.4+cu124torch2.7-cp311-cp311-linux_x86_64.whl), [Download2(v0.3.18)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4+cu124torch2.7-cp311-cp311-linux_x86_64.whl), [Download3(v0.3.14)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.7.4+cu124torch2.7-cp311-cp311-linux_x86_64.whl) | -| 3.11 | 2.7 | 12.6 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.7.4+cu126torch2.7-cp311-cp311-linux_x86_64.whl) | +| 3.11 | 2.7 | 12.6 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.7.4+cu126torch2.7-cp311-cp311-linux_x86_64.whl), [Download2(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.7.4+cu126torch2.7-cp311-cp311-linux_x86_64.whl) | | 3.11 | 2.7 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.7.4+cu128torch2.7-cp311-cp311-linux_x86_64.whl), [Download2(v0.3.18)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4+cu128torch2.7-cp311-cp311-linux_x86_64.whl), [Download3(v0.3.10)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.10/flash_attn-2.7.4+cu128torch2.7-cp311-cp311-linux_x86_64.whl), [Download4(v0.1.0)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.1.0/flash_attn-2.7.4+cu128torch2.7-cp311-cp311-linux_x86_64.whl) | | 3.11 | 2.8 | 12.4 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.7.4+cu124torch2.8-cp311-cp311-linux_x86_64.whl), [Download2(v0.3.18)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4+cu124torch2.8-cp311-cp311-linux_x86_64.whl), [Download3(v0.3.14)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.7.4+cu124torch2.8-cp311-cp311-linux_x86_64.whl) | | 3.11 | 2.8 | 12.6 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.7.4+cu126torch2.8-cp311-cp311-linux_x86_64.whl) | @@ -409,7 +410,7 @@ | 3.12 | 2.8 | 12.9 | [Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.7.4+cu129torch2.8-cp312-cp312-linux_x86_64.whl), [Download2(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.7.4+cu129torch2.8-cp312-cp312-linux_x86_64.whl), [Download3(v0.3.18)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4+cu129torch2.8-cp312-cp312-linux_x86_64.whl) | | 3.12 | 2.9 | 12.4 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.7.4+cu124torch2.9-cp312-cp312-linux_x86_64.whl) | | 3.12 | 2.9 | 12.6 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.7.4+cu126torch2.9-cp312-cp312-linux_x86_64.whl) | -| 3.12 | 2.9 | 12.8 | [Download1(v0.7.0)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.0/flash_attn-2.7.4+cu128torch2.9-cp312-cp312-linux_x86_64.whl), [Download2(v0.6.8)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.6.8/flash_attn-2.7.4+cu128torch2.9-cp312-cp312-linux_x86_64.whl), [Download3(v0.4.21)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.21/flash_attn-2.7.4+cu128torch2.9-cp312-cp312-linux_x86_64.whl) | +| 3.12 | 2.9 | 12.8 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.7.4+cu128torch2.9-cp312-cp312-linux_x86_64.whl), [Download2(v0.7.0)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.0/flash_attn-2.7.4+cu128torch2.9-cp312-cp312-linux_x86_64.whl), [Download3(v0.6.8)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.6.8/flash_attn-2.7.4+cu128torch2.9-cp312-cp312-linux_x86_64.whl), [Download4(v0.4.21)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.21/flash_attn-2.7.4+cu128torch2.9-cp312-cp312-linux_x86_64.whl) | | 3.12 | 2.9 | 12.9 | [Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.7.4+cu129torch2.9-cp312-cp312-linux_x86_64.whl) | | 3.12 | 2.9 | 13.0 | [Download1(v0.7.0)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.0/flash_attn-2.7.4+cu130torch2.9-cp312-cp312-linux_x86_64.whl), [Download2(v0.6.8)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.6.8/flash_attn-2.7.4+cu130torch2.9-cp312-cp312-linux_x86_64.whl), [Download3(v0.4.21)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.21/flash_attn-2.7.4+cu130torch2.9-cp312-cp312-linux_x86_64.whl) | | 3.12 | 2.9 | 13.1 | [Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.7.4+cu131torch2.9-cp312-cp312-linux_x86_64.whl) | @@ -646,20 +647,20 @@ | 3.10 | 2.6 | 12.9 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu129torch2.6-cp310-cp310-linux_x86_64.whl), [Download2(v0.3.14)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3+cu129torch2.6-cp310-cp310-linux_x86_64.whl) | | 3.10 | 2.7 | 11.8 | [Download1(v0.0.8)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3+cu118torch2.7-cp310-cp310-linux_x86_64.whl), [Download2(v0.0.7)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3+cu118torch2.7-cp310-cp310-linux_x86_64.whl) | | 3.10 | 2.7 | 12.4 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.6.3+cu124torch2.7-cp310-cp310-linux_x86_64.whl), [Download2(v0.3.14)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3+cu124torch2.7-cp310-cp310-linux_x86_64.whl) | -| 3.10 | 2.7 | 12.6 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.6.3+cu126torch2.7-cp310-cp310-linux_x86_64.whl), [Download2(v0.0.8)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3+cu126torch2.7-cp310-cp310-linux_x86_64.whl), [Download3(v0.0.7)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3+cu126torch2.7-cp310-cp310-linux_x86_64.whl) | +| 3.10 | 2.7 | 12.6 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.6.3+cu126torch2.7-cp310-cp310-linux_x86_64.whl), [Download2(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.6.3+cu126torch2.7-cp310-cp310-linux_x86_64.whl), [Download3(v0.0.8)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3+cu126torch2.7-cp310-cp310-linux_x86_64.whl), [Download4(v0.0.7)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3+cu126torch2.7-cp310-cp310-linux_x86_64.whl) | | 3.10 | 2.7 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu128torch2.7-cp310-cp310-linux_x86_64.whl), [Download2(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.6.3+cu128torch2.7-cp310-cp310-linux_x86_64.whl), [Download3(v0.3.14)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3+cu128torch2.7-cp310-cp310-linux_x86_64.whl), [Download4(v0.3.9)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3+cu128torch2.7-cp310-cp310-linux_x86_64.whl), [Download5(v0.1.0)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.1.0/flash_attn-2.6.3+cu128torch2.7-cp310-cp310-linux_x86_64.whl), [Download6(v0.0.9)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.9/flash_attn-2.6.3+cu128torch2.7-cp310-cp310-linux_x86_64.whl), [Download7(v0.0.7)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3+cu128torch2.7-cp310-cp310-linux_x86_64.whl) | | 3.10 | 2.8 | 12.4 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.6.3+cu124torch2.8-cp310-cp310-linux_x86_64.whl), [Download2(v0.3.14)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3+cu124torch2.8-cp310-cp310-linux_x86_64.whl) | | 3.10 | 2.8 | 12.6 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.6.3+cu126torch2.8-cp310-cp310-linux_x86_64.whl) | | 3.10 | 2.8 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu128torch2.8-cp310-cp310-linux_x86_64.whl), [Download2(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.6.3+cu128torch2.8-cp310-cp310-linux_x86_64.whl), [Download3(v0.3.14)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3+cu128torch2.8-cp310-cp310-linux_x86_64.whl), [Download4(v0.2.1)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.2.1/flash_attn-2.6.3+cu128torch2.8-cp310-cp310-linux_x86_64.whl), [Download5(v0.2.0)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.2.0/flash_attn-2.6.3+cu128torch2.8-cp310-cp310-linux_x86_64.whl) | | 3.10 | 2.8 | 12.9 | [Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.6.3+cu129torch2.8-cp310-cp310-linux_x86_64.whl), [Download2(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu129torch2.8-cp310-cp310-linux_x86_64.whl), [Download3(v0.3.14)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3+cu129torch2.8-cp310-cp310-linux_x86_64.whl) | | 3.10 | 2.9 | 12.4 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.6.3+cu124torch2.9-cp310-cp310-linux_x86_64.whl) | -| 3.10 | 2.9 | 12.6 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.6.3+cu126torch2.9-cp310-cp310-linux_x86_64.whl), [Download2(v0.4.17)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.17/flash_attn-2.6.3+cu126torch2.9-cp310-cp310-linux_x86_64.whl) | +| 3.10 | 2.9 | 12.6 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.6.3+cu126torch2.9-cp310-cp310-linux_x86_64.whl), [Download2(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.6.3+cu126torch2.9-cp310-cp310-linux_x86_64.whl), [Download3(v0.4.17)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.17/flash_attn-2.6.3+cu126torch2.9-cp310-cp310-linux_x86_64.whl) | | 3.10 | 2.9 | 12.8 | [Download1(v0.7.0)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.0/flash_attn-2.6.3+cu128torch2.9-cp310-cp310-linux_x86_64.whl), [Download2(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.6.3+cu128torch2.9-cp310-cp310-linux_x86_64.whl), [Download3(v0.4.17)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.17/flash_attn-2.6.3+cu128torch2.9-cp310-cp310-linux_x86_64.whl) | | 3.10 | 2.9 | 12.9 | [Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.6.3+cu129torch2.9-cp310-cp310-linux_x86_64.whl) | | 3.10 | 2.9 | 13.0 | [Download1(v0.7.0)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.0/flash_attn-2.6.3+cu130torch2.9-cp310-cp310-linux_x86_64.whl), [Download2(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.6.3+cu130torch2.9-cp310-cp310-linux_x86_64.whl), [Download3(v0.4.18)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.18/flash_attn-2.6.3+cu130torch2.9-cp310-cp310-linux_x86_64.whl) | | 3.10 | 2.9 | 13.1 | [Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.6.3+cu131torch2.9-cp310-cp310-linux_x86_64.whl) | | 3.10 | 2.10 | 12.6 | [Download1(v0.7.15)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.15/flash_attn-2.6.3+cu126torch2.10-cp310-cp310-linux_x86_64.whl) | -| 3.10 | 2.10 | 12.8 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.6.3+cu128torch2.10-cp310-cp310-linux_x86_64.whl) | +| 3.10 | 2.10 | 12.8 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.6.3+cu128torch2.10-cp310-cp310-linux_x86_64.whl), [Download2(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.6.3+cu128torch2.10-cp310-cp310-linux_x86_64.whl) | | 3.10 | 2.10 | 13.0 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.6.3+cu130torch2.10-cp310-cp310-linux_x86_64.whl) | | 3.11 | 2.0 | 11.8 | [Download1(v0.0.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3+cu118torch2.0-cp311-cp311-linux_x86_64.whl), [Download2(v0.0.1)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3+cu118torch2.0-cp311-cp311-linux_x86_64.whl), [Download3(v0.0.0)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3+cu118torch2.0-cp311-cp311-linux_x86_64.whl) | | 3.11 | 2.1 | 11.8 | [Download1(v0.0.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3+cu118torch2.1-cp311-cp311-linux_x86_64.whl), [Download2(v0.0.1)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3+cu118torch2.1-cp311-cp311-linux_x86_64.whl), [Download3(v0.0.0)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3+cu118torch2.1-cp311-cp311-linux_x86_64.whl) | @@ -692,7 +693,7 @@ | 3.11 | 2.7 | 11.8 | [Download1(v0.0.8)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3+cu118torch2.7-cp311-cp311-linux_x86_64.whl), [Download2(v0.0.7)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3+cu118torch2.7-cp311-cp311-linux_x86_64.whl) | | 3.11 | 2.7 | 12.4 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.6.3+cu124torch2.7-cp311-cp311-linux_x86_64.whl), [Download2(v0.3.14)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3+cu124torch2.7-cp311-cp311-linux_x86_64.whl) | | 3.11 | 2.7 | 12.6 | 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[Download6(v0.1.0)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.1.0/flash_attn-2.6.3+cu128torch2.7-cp311-cp311-linux_x86_64.whl), [Download7(v0.0.9)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.9/flash_attn-2.6.3+cu128torch2.7-cp311-cp311-linux_x86_64.whl), [Download8(v0.0.7)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3+cu128torch2.7-cp311-cp311-linux_x86_64.whl) | | 3.11 | 2.8 | 12.4 | [Download1(v0.5.4)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.6.3+cu124torch2.8-cp311-cp311-linux_x86_64.whl), [Download2(v0.3.14)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3+cu124torch2.8-cp311-cp311-linux_x86_64.whl) | | 3.11 | 2.8 | 12.6 | 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[Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.6.3+cu130torch2.10-cp312-cp312-linux_x86_64.whl), [Download2(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.6.3+cu130torch2.10-cp312-cp312-linux_x86_64.whl) | | 3.13 | 2.5 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu128torch2.5-cp313-cp313-linux_x86_64.whl) | | 3.13 | 2.6 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu128torch2.6-cp313-cp313-linux_x86_64.whl) | | 3.13 | 2.6 | 12.9 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu129torch2.6-cp313-cp313-linux_x86_64.whl) | +| 3.13 | 2.7 | 12.6 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.6.3+cu126torch2.7-cp313-cp313-linux_x86_64.whl) | | 3.13 | 2.7 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu128torch2.7-cp313-cp313-linux_x86_64.whl) | | 3.13 | 2.8 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu128torch2.8-cp313-cp313-linux_x86_64.whl) | | 3.13 | 2.8 | 12.9 | [Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.6.3+cu129torch2.8-cp313-cp313-linux_x86_64.whl), [Download2(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu129torch2.8-cp313-cp313-linux_x86_64.whl) | @@ -1083,37 +1085,46 @@ | 3.10 | 2.6 | 12.8 | 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[Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu126torch2.10-cp313-cp313-linux_aarch64.whl), [Download2(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu126torch2.10-cp313-cp313-linux_aarch64.whl) | +| 3.13 | 2.10 | 12.8 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu128torch2.10-cp313-cp313-linux_aarch64.whl), [Download2(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu128torch2.10-cp313-cp313-linux_aarch64.whl) | +| 3.13 | 2.10 | 13.0 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu130torch2.10-cp313-cp313-linux_aarch64.whl), [Download2(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu130torch2.10-cp313-cp313-linux_aarch64.whl) | +| 3.14 | 2.9 | 12.6 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu126torch2.9-cp314-cp314-linux_aarch64.whl) | +| 3.14 | 2.9 | 12.8 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu128torch2.9-cp314-cp314-linux_aarch64.whl) | +| 3.14 | 2.9 | 13.0 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu130torch2.9-cp314-cp314-linux_aarch64.whl) | +| 3.14 | 2.10 | 12.6 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu126torch2.10-cp314-cp314-linux_aarch64.whl), [Download2(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu126torch2.10-cp314-cp314-linux_aarch64.whl) | +| 3.14 | 2.10 | 12.8 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu128torch2.10-cp314-cp314-linux_aarch64.whl), [Download2(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu128torch2.10-cp314-cp314-linux_aarch64.whl) | +| 3.14 | 2.10 | 13.0 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu130torch2.10-cp314-cp314-linux_aarch64.whl), [Download2(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu130torch2.10-cp314-cp314-linux_aarch64.whl) | @@ -1199,7 +1210,7 @@ | 3.11 | 2.10 | 13.0 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu130torch2.10-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.12 | 2.6 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.8.3+cu128torch2.6-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.12 | 2.6 | 12.9 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.8.3+cu129torch2.6-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | -| 3.12 | 2.7 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.8.3+cu128torch2.7-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | +| 3.12 | 2.7 | 12.8 | 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[Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.8.3+cu129torch2.8-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl), [Download2(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.8.3+cu129torch2.8-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.13 | 2.9 | 12.9 | [Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.8.3+cu129torch2.9-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.13 | 2.9 | 13.1 | [Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.8.3+cu131torch2.9-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | -| 3.13 | 2.10 | 12.6 | [Download1(v0.7.15)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.15/flash_attn-2.8.3+cu126torch2.10-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | +| 3.13 | 2.10 | 12.6 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu126torch2.10-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl), [Download2(v0.7.15)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.15/flash_attn-2.8.3+cu126torch2.10-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.13 | 2.10 | 12.8 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu128torch2.10-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.13 | 2.10 | 13.0 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu130torch2.10-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | +| 3.14 | 2.9 | 12.8 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu128torch2.9-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.14 | 2.9 | 12.9 | [Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.8.3+cu129torch2.9-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | +| 3.14 | 2.9 | 13.0 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu130torch2.9-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.14 | 2.9 | 13.1 | [Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.8.3+cu131torch2.9-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | +| 3.14 | 2.10 | 12.6 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu126torch2.10-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.14 | 2.10 | 12.8 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu128torch2.10-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.14 | 2.10 | 13.0 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu130torch2.10-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | @@ -1244,6 +1259,7 @@ | 3.10 | 2.10 | 13.0 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.7.4+cu130torch2.10-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.11 | 2.6 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.7.4+cu128torch2.6-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.11 | 2.6 | 12.9 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.7.4+cu129torch2.6-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | +| 3.11 | 2.7 | 12.6 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.7.4+cu126torch2.7-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.11 | 2.7 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.7.4+cu128torch2.7-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.11 | 2.8 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.7.4+cu128torch2.8-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.11 | 2.8 | 12.9 | [Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.7.4+cu129torch2.8-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl), [Download2(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.7.4+cu129torch2.8-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | @@ -1259,7 +1275,7 @@ | 3.12 | 2.7 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.7.4+cu128torch2.7-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.12 | 2.8 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.7.4+cu128torch2.8-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.12 | 2.8 | 12.9 | [Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.7.4+cu129torch2.8-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl), [Download2(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.7.4+cu129torch2.8-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | -| 3.12 | 2.9 | 12.8 | [Download1(v0.7.0)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.0/flash_attn-2.7.4+cu128torch2.9-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | +| 3.12 | 2.9 | 12.8 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.7.4+cu128torch2.9-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl), [Download2(v0.7.0)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.0/flash_attn-2.7.4+cu128torch2.9-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.12 | 2.9 | 12.9 | [Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.7.4+cu129torch2.9-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.12 | 2.9 | 13.0 | [Download1(v0.7.0)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.0/flash_attn-2.7.4+cu130torch2.9-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.12 | 2.9 | 13.1 | [Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.7.4+cu131torch2.9-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | @@ -1293,19 +1309,21 @@ | ------ | ------- | ---- | ------- | | 3.10 | 2.6 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu128torch2.6-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.10 | 2.6 | 12.9 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu129torch2.6-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | +| 3.10 | 2.7 | 12.6 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.6.3+cu126torch2.7-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.10 | 2.7 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu128torch2.7-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.10 | 2.8 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu128torch2.8-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.10 | 2.8 | 12.9 | [Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.6.3+cu129torch2.8-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl), [Download2(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu129torch2.8-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | +| 3.10 | 2.9 | 12.6 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.6.3+cu126torch2.9-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.10 | 2.9 | 12.8 | [Download1(v0.7.0)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.0/flash_attn-2.6.3+cu128torch2.9-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.10 | 2.9 | 12.9 | [Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.6.3+cu129torch2.9-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.10 | 2.9 | 13.0 | [Download1(v0.7.0)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.0/flash_attn-2.6.3+cu130torch2.9-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.10 | 2.9 | 13.1 | [Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.6.3+cu131torch2.9-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.10 | 2.10 | 12.6 | [Download1(v0.7.15)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.15/flash_attn-2.6.3+cu126torch2.10-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | -| 3.10 | 2.10 | 12.8 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.6.3+cu128torch2.10-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | +| 3.10 | 2.10 | 12.8 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.6.3+cu128torch2.10-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl), [Download2(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.6.3+cu128torch2.10-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.10 | 2.10 | 13.0 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.6.3+cu130torch2.10-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.11 | 2.6 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu128torch2.6-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.11 | 2.6 | 12.9 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu129torch2.6-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | -| 3.11 | 2.7 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu128torch2.7-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | +| 3.11 | 2.7 | 12.8 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.6.3+cu128torch2.7-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl), [Download2(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu128torch2.7-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.11 | 2.8 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu128torch2.8-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.11 | 2.8 | 12.9 | [Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.6.3+cu129torch2.8-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl), [Download2(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu129torch2.8-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.11 | 2.9 | 12.8 | [Download1(v0.7.0)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.0/flash_attn-2.6.3+cu128torch2.9-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | @@ -1326,9 +1344,10 @@ | 3.12 | 2.9 | 13.1 | [Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.6.3+cu131torch2.9-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.12 | 2.10 | 12.6 | [Download1(v0.7.15)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.15/flash_attn-2.6.3+cu126torch2.10-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.12 | 2.10 | 12.8 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.6.3+cu128torch2.10-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | -| 3.12 | 2.10 | 13.0 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.6.3+cu130torch2.10-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | +| 3.12 | 2.10 | 13.0 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.6.3+cu130torch2.10-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl), [Download2(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.6.3+cu130torch2.10-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.13 | 2.6 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu128torch2.6-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.13 | 2.6 | 12.9 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu129torch2.6-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | +| 3.13 | 2.7 | 12.6 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.6.3+cu126torch2.7-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.13 | 2.7 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu128torch2.7-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.13 | 2.8 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu128torch2.8-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | | 3.13 | 2.8 | 12.9 | [Download1(v0.7.11)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.11/flash_attn-2.6.3+cu129torch2.8-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl), [Download2(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.6.3+cu129torch2.8-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl) | @@ -1354,21 +1373,36 @@ | Python | PyTorch | CUDA | package | | ------ | ------- | ---- | ------- | -| 3.10 | 2.10 | 12.6 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu126torch2.10-cp310-cp310-manylinux_2_34_aarch64.whl) | -| 3.10 | 2.10 | 12.8 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu128torch2.10-cp310-cp310-manylinux_2_34_aarch64.whl) | -| 3.10 | 2.10 | 13.0 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu130torch2.10-cp310-cp310-manylinux_2_34_aarch64.whl) | -| 3.11 | 2.10 | 12.6 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu126torch2.10-cp311-cp311-manylinux_2_34_aarch64.whl) | -| 3.11 | 2.10 | 12.8 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu128torch2.10-cp311-cp311-manylinux_2_34_aarch64.whl) | -| 3.11 | 2.10 | 13.0 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu130torch2.10-cp311-cp311-manylinux_2_34_aarch64.whl) | -| 3.12 | 2.10 | 12.6 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu126torch2.10-cp312-cp312-manylinux_2_34_aarch64.whl) | -| 3.12 | 2.10 | 12.8 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu128torch2.10-cp312-cp312-manylinux_2_34_aarch64.whl) | -| 3.12 | 2.10 | 13.0 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu130torch2.10-cp312-cp312-manylinux_2_34_aarch64.whl) | -| 3.13 | 2.10 | 12.6 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu126torch2.10-cp313-cp313-manylinux_2_34_aarch64.whl) | -| 3.13 | 2.10 | 12.8 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu128torch2.10-cp313-cp313-manylinux_2_34_aarch64.whl) | -| 3.13 | 2.10 | 13.0 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu130torch2.10-cp313-cp313-manylinux_2_34_aarch64.whl) | -| 3.14 | 2.10 | 12.6 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu126torch2.10-cp314-cp314-manylinux_2_34_aarch64.whl) | -| 3.14 | 2.10 | 12.8 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu128torch2.10-cp314-cp314-manylinux_2_34_aarch64.whl) | -| 3.14 | 2.10 | 13.0 | [Download1(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu130torch2.10-cp314-cp314-manylinux_2_34_aarch64.whl) | +| 3.10 | 2.9 | 12.6 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu126torch2.9-cp310-cp310-manylinux_2_34_aarch64.whl) | +| 3.10 | 2.9 | 12.8 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu128torch2.9-cp310-cp310-manylinux_2_34_aarch64.whl) | +| 3.10 | 2.9 | 13.0 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu130torch2.9-cp310-cp310-manylinux_2_34_aarch64.whl) | +| 3.10 | 2.10 | 12.6 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu126torch2.10-cp310-cp310-manylinux_2_34_aarch64.whl), [Download2(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu126torch2.10-cp310-cp310-manylinux_2_34_aarch64.whl) | +| 3.10 | 2.10 | 12.8 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu128torch2.10-cp310-cp310-manylinux_2_34_aarch64.whl), [Download2(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu128torch2.10-cp310-cp310-manylinux_2_34_aarch64.whl) | +| 3.10 | 2.10 | 13.0 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu130torch2.10-cp310-cp310-manylinux_2_34_aarch64.whl), [Download2(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu130torch2.10-cp310-cp310-manylinux_2_34_aarch64.whl) | +| 3.11 | 2.9 | 12.6 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu126torch2.9-cp311-cp311-manylinux_2_34_aarch64.whl) | +| 3.11 | 2.9 | 12.8 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu128torch2.9-cp311-cp311-manylinux_2_34_aarch64.whl) | +| 3.11 | 2.9 | 13.0 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu130torch2.9-cp311-cp311-manylinux_2_34_aarch64.whl) | +| 3.11 | 2.10 | 12.6 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu126torch2.10-cp311-cp311-manylinux_2_34_aarch64.whl), [Download2(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu126torch2.10-cp311-cp311-manylinux_2_34_aarch64.whl) | +| 3.11 | 2.10 | 12.8 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu128torch2.10-cp311-cp311-manylinux_2_34_aarch64.whl), [Download2(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu128torch2.10-cp311-cp311-manylinux_2_34_aarch64.whl) | +| 3.11 | 2.10 | 13.0 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu130torch2.10-cp311-cp311-manylinux_2_34_aarch64.whl), [Download2(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu130torch2.10-cp311-cp311-manylinux_2_34_aarch64.whl) | +| 3.12 | 2.9 | 12.6 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu126torch2.9-cp312-cp312-manylinux_2_34_aarch64.whl) | +| 3.12 | 2.9 | 12.8 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu128torch2.9-cp312-cp312-manylinux_2_34_aarch64.whl) | +| 3.12 | 2.9 | 13.0 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu130torch2.9-cp312-cp312-manylinux_2_34_aarch64.whl) | +| 3.12 | 2.10 | 12.6 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu126torch2.10-cp312-cp312-manylinux_2_34_aarch64.whl), [Download2(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu126torch2.10-cp312-cp312-manylinux_2_34_aarch64.whl) | +| 3.12 | 2.10 | 12.8 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu128torch2.10-cp312-cp312-manylinux_2_34_aarch64.whl), [Download2(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu128torch2.10-cp312-cp312-manylinux_2_34_aarch64.whl) | +| 3.12 | 2.10 | 13.0 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu130torch2.10-cp312-cp312-manylinux_2_34_aarch64.whl), [Download2(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu130torch2.10-cp312-cp312-manylinux_2_34_aarch64.whl) | +| 3.13 | 2.9 | 12.6 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu126torch2.9-cp313-cp313-manylinux_2_34_aarch64.whl) | +| 3.13 | 2.9 | 12.8 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu128torch2.9-cp313-cp313-manylinux_2_34_aarch64.whl) | +| 3.13 | 2.9 | 13.0 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu130torch2.9-cp313-cp313-manylinux_2_34_aarch64.whl) | +| 3.13 | 2.10 | 12.6 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu126torch2.10-cp313-cp313-manylinux_2_34_aarch64.whl), [Download2(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu126torch2.10-cp313-cp313-manylinux_2_34_aarch64.whl) | +| 3.13 | 2.10 | 12.8 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu128torch2.10-cp313-cp313-manylinux_2_34_aarch64.whl), [Download2(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu128torch2.10-cp313-cp313-manylinux_2_34_aarch64.whl) | +| 3.13 | 2.10 | 13.0 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu130torch2.10-cp313-cp313-manylinux_2_34_aarch64.whl), [Download2(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu130torch2.10-cp313-cp313-manylinux_2_34_aarch64.whl) | +| 3.14 | 2.9 | 12.6 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu126torch2.9-cp314-cp314-manylinux_2_34_aarch64.whl) | +| 3.14 | 2.9 | 12.8 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu128torch2.9-cp314-cp314-manylinux_2_34_aarch64.whl) | +| 3.14 | 2.9 | 13.0 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu130torch2.9-cp314-cp314-manylinux_2_34_aarch64.whl) | +| 3.14 | 2.10 | 12.6 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu126torch2.10-cp314-cp314-manylinux_2_34_aarch64.whl), [Download2(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu126torch2.10-cp314-cp314-manylinux_2_34_aarch64.whl) | +| 3.14 | 2.10 | 12.8 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu128torch2.10-cp314-cp314-manylinux_2_34_aarch64.whl), [Download2(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu128torch2.10-cp314-cp314-manylinux_2_34_aarch64.whl) | +| 3.14 | 2.10 | 13.0 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu130torch2.10-cp314-cp314-manylinux_2_34_aarch64.whl), [Download2(v0.7.12)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.12/flash_attn-2.8.3+cu130torch2.10-cp314-cp314-manylinux_2_34_aarch64.whl) | @@ -1382,6 +1416,7 @@ | Python | PyTorch | CUDA | package | | ------ | ------- | ---- | ------- | | 3.10 | 2.5 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.8.3+cu128torch2.5-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl) | +| 3.10 | 2.6 | 12.4 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.8.3+cu124torch2.6-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl) | | 3.11 | 2.5 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.8.3+cu128torch2.5-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl) | | 3.12 | 2.5 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.8.3+cu128torch2.5-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl) | | 3.13 | 2.5 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.8.3+cu128torch2.5-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl) | @@ -1396,6 +1431,7 @@ | Python | PyTorch | CUDA | package | | ------ | ------- | ---- | ------- | | 3.10 | 2.5 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.7.4+cu128torch2.5-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl) | +| 3.10 | 2.6 | 12.4 | [Download1(v0.7.16)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.16/flash_attn-2.7.4+cu124torch2.6-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl) | | 3.11 | 2.5 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.7.4+cu128torch2.5-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl) | | 3.12 | 2.5 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.7.4+cu128torch2.5-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl) | | 3.13 | 2.5 | 12.8 | [Download1(v0.7.2)](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.7.2/flash_attn-2.7.4+cu128torch2.5-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl) | diff --git a/doc/release_history.md b/doc/release_history.md index 08c3cc6..5811c7f 100644 --- a/doc/release_history.md +++ b/doc/release_history.md @@ -1,5 +1,40 @@ ## History +### v0.7.16 + +[Release](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/tag/v0.7.16) + +#### Linux arm64 + +| Flash-Attention | Python | PyTorch | CUDA | +| --- | --- | --- | --- | +| 2.8.3 | 3.10, 3.11, 3.12, 3.13, 3.14 | 2.10, 2.9 | 12.6, 12.8, 13.0 | + +#### Linux x86_64 + +| Flash-Attention | Python | PyTorch | CUDA | +| --- | --- | --- | --- | +| 2.6.3, 2.7.4, 2.8.3 | 3.10, 3.11, 3.12, 3.13, 3.14 | 2.10, 2.6, 2.7, 2.9 | 12.4, 12.6, 12.8, 13.0 | + +#### Manylinux 2_24 x86_64 + +| Flash-Attention | Python | PyTorch | CUDA | +| --- | --- | --- | --- | +| 2.6.3, 2.7.4, 2.8.3 | 3.10, 3.11, 3.12, 3.13, 3.14 | 2.10, 2.7, 2.9 | 12.6, 12.8, 13.0 | + +#### Manylinux 2_34 arm64 + +| Flash-Attention | Python | PyTorch | CUDA | +| --- | --- | --- | --- | +| 2.8.3 | 3.10, 3.11, 3.12, 3.13, 3.14 | 2.10, 2.9 | 12.6, 12.8, 13.0 | + +#### Manylinux2014 x86_64 + +| Flash-Attention | Python | PyTorch | CUDA | +| --- | --- | --- | --- | +| 2.7.4, 2.8.3 | 3.10 | 2.6 | 12.4 | + + ### v0.7.13 [Release](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/tag/v0.7.13)