diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 8e2af01..c0b72bd 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -157,6 +157,7 @@ jobs:
     if: always()
     runs-on: ubuntu-latest
     env:
+      GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
       DEFAULT_BRANCH: ${{ github.event.repository.default_branch }}
     steps:
       - uses: actions/checkout@v4
diff --git a/README.md b/README.md
index 2bbf75a..18c5a62 100644
--- a/README.md
+++ b/README.md
@@ -944,6 +944,1099 @@ pip install ./flash_attn-2.6.3+cu124torch2.5-cp312-cp312-linux_x86_64.whl
 <details>
 <summary>Packages for Flash-Attention 2.8.3</summary>
 
+| Python | PyTorch | CUDA | package |
+| ------ | ------- | ---- | ------- |
+| 3.10 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu124torch2.5-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.5 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu126torch2.5-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu124torch2.6-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu126torch2.6-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu124torch2.7-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu126torch2.7-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.8 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu124torch2.8-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.8 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu126torch2.8-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.9 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu124torch2.9-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.9 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu126torch2.9-cp310-cp310-win_amd64.whl) |
+| 3.11 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu124torch2.5-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.5 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu126torch2.5-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu124torch2.6-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu126torch2.6-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu124torch2.7-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu126torch2.7-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.8 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu124torch2.8-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.8 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu126torch2.8-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.9 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu124torch2.9-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.9 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu126torch2.9-cp311-cp311-win_amd64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.15/flash_attn-2.8.3%2Bcu126torch2.9-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.9 | 13.0 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu130torch2.9-cp311-cp311-win_amd64.whl) |
+| 3.12 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu124torch2.5-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.5 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu126torch2.5-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu124torch2.6-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu126torch2.6-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu124torch2.7-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu126torch2.7-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.8 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu124torch2.8-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.8 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu126torch2.8-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.9 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu124torch2.9-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.9 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu126torch2.9-cp312-cp312-win_amd64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.15/flash_attn-2.8.3%2Bcu126torch2.9-cp312-cp312-win_amd64.whl) |
+| 3.13 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu124torch2.6-cp313-cp313-win_amd64.whl) |
+| 3.13 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu126torch2.6-cp313-cp313-win_amd64.whl) |
+| 3.13 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu124torch2.7-cp313-cp313-win_amd64.whl) |
+| 3.13 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu126torch2.7-cp313-cp313-win_amd64.whl) |
+| 3.13 | 2.8 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu124torch2.8-cp313-cp313-win_amd64.whl) |
+| 3.13 | 2.8 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu126torch2.8-cp313-cp313-win_amd64.whl) |
+| 3.13 | 2.9 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu124torch2.9-cp313-cp313-win_amd64.whl) |
+| 3.13 | 2.9 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu126torch2.9-cp313-cp313-win_amd64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.15/flash_attn-2.8.3%2Bcu126torch2.9-cp313-cp313-win_amd64.whl) |
+| 3.13 | 2.9 | 13.0 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.8.3%2Bcu130torch2.9-cp313-cp313-win_amd64.whl) |
+
+</details>
+
+#### Flash-Attention 2.8.2
+
+<details>
+<summary>Packages for Flash-Attention 2.8.2</summary>
+
+| Python | PyTorch | CUDA | package |
+| ------ | ------- | ---- | ------- |
+| 3.10 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.10/flash_attn-2.8.2%2Bcu128torch2.7-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.8 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.10/flash_attn-2.8.2%2Bcu128torch2.8-cp310-cp310-win_amd64.whl) |
+| 3.11 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.10/flash_attn-2.8.2%2Bcu128torch2.7-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.8 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.10/flash_attn-2.8.2%2Bcu128torch2.8-cp311-cp311-win_amd64.whl) |
+| 3.12 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.10/flash_attn-2.8.2%2Bcu128torch2.7-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.8 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.10/flash_attn-2.8.2%2Bcu128torch2.8-cp312-cp312-win_amd64.whl) |
+| 3.13 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.12/flash_attn-2.8.2%2Bcu124torch2.6-cp313-cp313-win_amd64.whl) |
+| 3.13 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.12/flash_attn-2.8.2%2Bcu124torch2.7-cp313-cp313-win_amd64.whl) |
+| 3.13 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.12/flash_attn-2.8.2%2Bcu126torch2.7-cp313-cp313-win_amd64.whl) |
+| 3.13 | 2.8 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.12/flash_attn-2.8.2%2Bcu124torch2.8-cp313-cp313-win_amd64.whl) |
+| 3.13 | 2.8 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.12/flash_attn-2.8.2%2Bcu126torch2.8-cp313-cp313-win_amd64.whl) |
+
+</details>
+
+#### Flash-Attention 2.7.4.post1
+
+<details>
+<summary>Packages for Flash-Attention 2.7.4.post1</summary>
+
+| Python | PyTorch | CUDA | package |
+| ------ | ------- | ---- | ------- |
+| 3.10 | 2.5 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu126torch2.5-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu124torch2.6-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu126torch2.6-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu124torch2.7-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.8 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu124torch2.8-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.9 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu124torch2.9-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.9 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu126torch2.9-cp310-cp310-win_amd64.whl) |
+| 3.11 | 2.5 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu126torch2.5-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu124torch2.6-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu126torch2.6-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu124torch2.7-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu126torch2.7-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.8 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu126torch2.8-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.9 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu126torch2.9-cp311-cp311-win_amd64.whl) |
+| 3.12 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu124torch2.6-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu126torch2.6-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu124torch2.7-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu126torch2.7-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.8 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu126torch2.8-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.9 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu124torch2.9-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.9 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu126torch2.9-cp312-cp312-win_amd64.whl) |
+| 3.13 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu126torch2.6-cp313-cp313-win_amd64.whl) |
+| 3.13 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu124torch2.7-cp313-cp313-win_amd64.whl) |
+| 3.13 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu126torch2.7-cp313-cp313-win_amd64.whl) |
+| 3.13 | 2.8 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu124torch2.8-cp313-cp313-win_amd64.whl) |
+| 3.13 | 2.8 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu126torch2.8-cp313-cp313-win_amd64.whl) |
+| 3.13 | 2.9 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu124torch2.9-cp313-cp313-win_amd64.whl) |
+| 3.13 | 2.9 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.19/flash_attn-2.7.4.post1%2Bcu126torch2.9-cp313-cp313-win_amd64.whl) |
+
+</details>
+
+#### Flash-Attention 2.7.4
+
+<details>
+<summary>Packages for Flash-Attention 2.7.4</summary>
+
+| Python | PyTorch | CUDA | package |
+| ------ | ------- | ---- | ------- |
+| 3.10 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.7.4%2Bcu124torch2.4-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.7.4%2Bcu124torch2.5-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.7.4%2Bcu124torch2.6-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.7.4%2Bcu124torch2.7-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.10/flash_attn-2.7.4%2Bcu128torch2.7-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.8 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.10/flash_attn-2.7.4%2Bcu128torch2.8-cp310-cp310-win_amd64.whl) |
+| 3.11 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.7.4%2Bcu124torch2.5-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.7.4%2Bcu124torch2.7-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.10/flash_attn-2.7.4%2Bcu128torch2.7-cp311-cp311-win_amd64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.9/flash_attn-2.7.4%2Bcu128torch2.7-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.8 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.10/flash_attn-2.7.4%2Bcu128torch2.8-cp311-cp311-win_amd64.whl) |
+| 3.12 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.7.4%2Bcu124torch2.4-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.7.4%2Bcu124torch2.5-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.7.4%2Bcu124torch2.6-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.7.4%2Bcu124torch2.7-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.10/flash_attn-2.7.4%2Bcu128torch2.7-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.8 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.10/flash_attn-2.7.4%2Bcu128torch2.8-cp312-cp312-win_amd64.whl) |
+
+</details>
+
+#### Flash-Attention 2.6.3
+
+<details>
+<summary>Packages for Flash-Attention 2.6.3</summary>
+
+| Python | PyTorch | CUDA | package |
+| ------ | ------- | ---- | ------- |
+| 3.10 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu124torch2.4-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.4 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu128torch2.4-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu124torch2.5-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu128torch2.5-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu124torch2.6-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu128torch2.6-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu124torch2.7-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu128torch2.7-cp310-cp310-win_amd64.whl) |
+| 3.11 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu124torch2.4-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.4 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu128torch2.4-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu124torch2.5-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu128torch2.5-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu124torch2.6-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.1/flash_attn-2.6.3%2Bcu126torch2.6-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu128torch2.6-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu124torch2.7-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu128torch2.7-cp311-cp311-win_amd64.whl) |
+| 3.12 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu124torch2.4-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.4 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu128torch2.4-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu124torch2.5-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu128torch2.5-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu124torch2.6-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu128torch2.6-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu124torch2.7-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu128torch2.7-cp312-cp312-win_amd64.whl) |
+
+</details>
+
+#### Flash-Attention 2.5.9
+
+<details>
+<summary>Packages for Flash-Attention 2.5.9</summary>
+
+| Python | PyTorch | CUDA | package |
+| ------ | ------- | ---- | ------- |
+| 3.10 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu124torch2.4-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.4 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu128torch2.4-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu124torch2.5-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu128torch2.5-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu124torch2.6-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu128torch2.6-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu124torch2.7-cp310-cp310-win_amd64.whl) |
+| 3.10 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu128torch2.7-cp310-cp310-win_amd64.whl) |
+| 3.11 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu124torch2.4-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.4 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu128torch2.4-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu124torch2.5-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu128torch2.5-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu124torch2.6-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu128torch2.6-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu124torch2.7-cp311-cp311-win_amd64.whl) |
+| 3.11 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu128torch2.7-cp311-cp311-win_amd64.whl) |
+| 3.12 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu124torch2.4-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.4 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu128torch2.4-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu124torch2.5-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu128torch2.5-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu124torch2.6-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu128torch2.6-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu124torch2.7-cp312-cp312-win_amd64.whl) |
+| 3.12 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu128torch2.7-cp312-cp312-win_amd64.whl) |
+
+</details>
+
+### 🐧 🐧 Linux x86_64
+
+#### Flash-Attention 2.8.3
+
+<details>
+<summary>Packages for Flash-Attention 2.8.3</summary>
+
+| Python | PyTorch | CUDA | package |
+| ------ | ------- | ---- | ------- |
+| 3.9 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.16/flash_attn-2.8.3%2Bcu124torch2.5-cp39-cp39-linux_x86_64.whl) |
+| 3.9 | 2.5 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.16/flash_attn-2.8.3%2Bcu126torch2.5-cp39-cp39-linux_x86_64.whl) |
+| 3.9 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.16/flash_attn-2.8.3%2Bcu124torch2.6-cp39-cp39-linux_x86_64.whl) |
+| 3.9 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.16/flash_attn-2.8.3%2Bcu126torch2.6-cp39-cp39-linux_x86_64.whl) |
+| 3.9 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.16/flash_attn-2.8.3%2Bcu124torch2.7-cp39-cp39-linux_x86_64.whl) |
+| 3.9 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.16/flash_attn-2.8.3%2Bcu126torch2.7-cp39-cp39-linux_x86_64.whl) |
+| 3.9 | 2.8 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.16/flash_attn-2.8.3%2Bcu124torch2.8-cp39-cp39-linux_x86_64.whl) |
+| 3.9 | 2.8 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.16/flash_attn-2.8.3%2Bcu126torch2.8-cp39-cp39-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu126torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu128torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu124torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu126torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu128torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu129torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu124torch2.7-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu126torch2.7-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu128torch2.7-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.8 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu124torch2.8-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.8 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu126torch2.8-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.8 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu128torch2.8-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.8 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu129torch2.8-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.9 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.17/flash_attn-2.8.3%2Bcu126torch2.9-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.9 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.17/flash_attn-2.8.3%2Bcu128torch2.9-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.9 | 13.0 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.18/flash_attn-2.8.3%2Bcu130torch2.9-cp310-cp310-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu126torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu128torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu124torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu126torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu128torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu129torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu124torch2.7-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu126torch2.7-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu128torch2.7-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.8 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu124torch2.8-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.8 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu126torch2.8-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.8 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu128torch2.8-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.8 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu129torch2.8-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.9 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.17/flash_attn-2.8.3%2Bcu126torch2.9-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.15/flash_attn-2.8.3%2Bcu126torch2.9-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.9 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.17/flash_attn-2.8.3%2Bcu128torch2.9-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.15/flash_attn-2.8.3%2Bcu128torch2.9-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.9 | 13.0 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.18/flash_attn-2.8.3%2Bcu130torch2.9-cp311-cp311-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu126torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu128torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu124torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu126torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu128torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu129torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu124torch2.7-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu126torch2.7-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu128torch2.7-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.8 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu124torch2.8-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.8 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu126torch2.8-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.8 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu128torch2.8-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.8 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.11/flash_attn-2.8.3%2Bcu129torch2.8-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.9 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.17/flash_attn-2.8.3%2Bcu126torch2.9-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.15/flash_attn-2.8.3%2Bcu126torch2.9-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.9 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.17/flash_attn-2.8.3%2Bcu128torch2.9-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.15/flash_attn-2.8.3%2Bcu128torch2.9-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.9 | 13.0 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.18/flash_attn-2.8.3%2Bcu130torch2.9-cp312-cp312-linux_x86_64.whl) |
+| 3.13 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.12/flash_attn-2.8.3%2Bcu124torch2.6-cp313-cp313-linux_x86_64.whl) |
+| 3.13 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.12/flash_attn-2.8.3%2Bcu126torch2.6-cp313-cp313-linux_x86_64.whl) |
+| 3.13 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.12/flash_attn-2.8.3%2Bcu128torch2.6-cp313-cp313-linux_x86_64.whl) |
+| 3.13 | 2.6 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.12/flash_attn-2.8.3%2Bcu129torch2.6-cp313-cp313-linux_x86_64.whl) |
+| 3.13 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.12/flash_attn-2.8.3%2Bcu124torch2.7-cp313-cp313-linux_x86_64.whl) |
+| 3.13 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.12/flash_attn-2.8.3%2Bcu126torch2.7-cp313-cp313-linux_x86_64.whl) |
+| 3.13 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.12/flash_attn-2.8.3%2Bcu128torch2.7-cp313-cp313-linux_x86_64.whl) |
+| 3.13 | 2.8 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.12/flash_attn-2.8.3%2Bcu124torch2.8-cp313-cp313-linux_x86_64.whl) |
+| 3.13 | 2.8 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.12/flash_attn-2.8.3%2Bcu126torch2.8-cp313-cp313-linux_x86_64.whl) |
+| 3.13 | 2.8 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.12/flash_attn-2.8.3%2Bcu128torch2.8-cp313-cp313-linux_x86_64.whl) |
+| 3.13 | 2.8 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.12/flash_attn-2.8.3%2Bcu129torch2.8-cp313-cp313-linux_x86_64.whl) |
+| 3.13 | 2.9 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.17/flash_attn-2.8.3%2Bcu126torch2.9-cp313-cp313-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.15/flash_attn-2.8.3%2Bcu126torch2.9-cp313-cp313-linux_x86_64.whl) |
+| 3.13 | 2.9 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.17/flash_attn-2.8.3%2Bcu128torch2.9-cp313-cp313-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.15/flash_attn-2.8.3%2Bcu128torch2.9-cp313-cp313-linux_x86_64.whl) |
+| 3.13 | 2.9 | 13.0 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.18/flash_attn-2.8.3%2Bcu130torch2.9-cp313-cp313-linux_x86_64.whl) |
+
+</details>
+
+#### Flash-Attention 2.8.2
+
+<details>
+<summary>Packages for Flash-Attention 2.8.2</summary>
+
+| Python | PyTorch | CUDA | package |
+| ------ | ------- | ---- | ------- |
+| 3.10 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu128torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu128torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu129torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu124torch2.7-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu128torch2.7-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.8 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu124torch2.8-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.8 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu128torch2.8-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.8 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu129torch2.8-cp310-cp310-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu128torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu124torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu128torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu129torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu124torch2.7-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu128torch2.7-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.8 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu124torch2.8-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.8 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu128torch2.8-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.8 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu129torch2.8-cp311-cp311-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu128torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu124torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu128torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu129torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu124torch2.7-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu128torch2.7-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.8 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu124torch2.8-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.8 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu128torch2.8-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.8 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.8.2%2Bcu129torch2.8-cp312-cp312-linux_x86_64.whl) |
+
+</details>
+
+#### Flash-Attention 2.8.1
+
+<details>
+<summary>Packages for Flash-Attention 2.8.1</summary>
+
+| Python | PyTorch | CUDA | package |
+| ------ | ------- | ---- | ------- |
+| 3.10 | 2.4 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.13/flash_attn-2.8.1%2Bcu128torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.13/flash_attn-2.8.1%2Bcu128torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.13/flash_attn-2.8.1%2Bcu128torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.13/flash_attn-2.8.1%2Bcu128torch2.7-cp310-cp310-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.13/flash_attn-2.8.1%2Bcu128torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.13/flash_attn-2.8.1%2Bcu128torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.13/flash_attn-2.8.1%2Bcu128torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.13/flash_attn-2.8.1%2Bcu128torch2.7-cp311-cp311-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.13/flash_attn-2.8.1%2Bcu128torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.13/flash_attn-2.8.1%2Bcu128torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.13/flash_attn-2.8.1%2Bcu128torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.13/flash_attn-2.8.1%2Bcu128torch2.7-cp312-cp312-linux_x86_64.whl) |
+
+</details>
+
+#### Flash-Attention 2.8.0
+
+<details>
+<summary>Packages for Flash-Attention 2.8.0</summary>
+
+| Python | PyTorch | CUDA | package |
+| ------ | ------- | ---- | ------- |
+| 3.10 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.11/flash_attn-2.8.0%2Bcu121torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.12/flash_attn-2.8.0%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.11/flash_attn-2.8.0%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.12/flash_attn-2.8.0%2Bcu128torch2.4-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.11/flash_attn-2.8.0%2Bcu128torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.11/flash_attn-2.8.0%2Bcu121torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.12/flash_attn-2.8.0%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.11/flash_attn-2.8.0%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.12/flash_attn-2.8.0%2Bcu128torch2.5-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.11/flash_attn-2.8.0%2Bcu128torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.12/flash_attn-2.8.0%2Bcu124torch2.6-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.11/flash_attn-2.8.0%2Bcu124torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.12/flash_attn-2.8.0%2Bcu128torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.12/flash_attn-2.8.0%2Bcu124torch2.7-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.12/flash_attn-2.8.0%2Bcu128torch2.7-cp310-cp310-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.11/flash_attn-2.8.0%2Bcu121torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.12/flash_attn-2.8.0%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.11/flash_attn-2.8.0%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.12/flash_attn-2.8.0%2Bcu128torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.11/flash_attn-2.8.0%2Bcu121torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.12/flash_attn-2.8.0%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.11/flash_attn-2.8.0%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.12/flash_attn-2.8.0%2Bcu128torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.12/flash_attn-2.8.0%2Bcu124torch2.6-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.11/flash_attn-2.8.0%2Bcu124torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.12/flash_attn-2.8.0%2Bcu128torch2.6-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.11/flash_attn-2.8.0%2Bcu128torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.12/flash_attn-2.8.0%2Bcu124torch2.7-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.12/flash_attn-2.8.0%2Bcu128torch2.7-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.11/flash_attn-2.8.0%2Bcu128torch2.7-cp311-cp311-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.11/flash_attn-2.8.0%2Bcu121torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.12/flash_attn-2.8.0%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.11/flash_attn-2.8.0%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.12/flash_attn-2.8.0%2Bcu128torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.11/flash_attn-2.8.0%2Bcu121torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.12/flash_attn-2.8.0%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.11/flash_attn-2.8.0%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.12/flash_attn-2.8.0%2Bcu128torch2.5-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.11/flash_attn-2.8.0%2Bcu128torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.12/flash_attn-2.8.0%2Bcu124torch2.6-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.11/flash_attn-2.8.0%2Bcu124torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.12/flash_attn-2.8.0%2Bcu128torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.12/flash_attn-2.8.0%2Bcu124torch2.7-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.12/flash_attn-2.8.0%2Bcu128torch2.7-cp312-cp312-linux_x86_64.whl) |
+
+</details>
+
+#### Flash-Attention 2.7.4.post1
+
+<details>
+<summary>Packages for Flash-Attention 2.7.4.post1</summary>
+
+| Python | PyTorch | CUDA | package |
+| ------ | ------- | ---- | ------- |
+| 3.9 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.16/flash_attn-2.7.4.post1%2Bcu124torch2.5-cp39-cp39-linux_x86_64.whl) |
+| 3.9 | 2.5 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.16/flash_attn-2.7.4.post1%2Bcu126torch2.5-cp39-cp39-linux_x86_64.whl) |
+| 3.9 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.16/flash_attn-2.7.4.post1%2Bcu124torch2.6-cp39-cp39-linux_x86_64.whl) |
+| 3.9 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.16/flash_attn-2.7.4.post1%2Bcu126torch2.6-cp39-cp39-linux_x86_64.whl) |
+| 3.9 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.16/flash_attn-2.7.4.post1%2Bcu124torch2.7-cp39-cp39-linux_x86_64.whl) |
+| 3.9 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.16/flash_attn-2.7.4.post1%2Bcu126torch2.7-cp39-cp39-linux_x86_64.whl) |
+| 3.9 | 2.8 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.16/flash_attn-2.7.4.post1%2Bcu124torch2.8-cp39-cp39-linux_x86_64.whl) |
+| 3.9 | 2.8 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.16/flash_attn-2.7.4.post1%2Bcu126torch2.8-cp39-cp39-linux_x86_64.whl) |
+| 3.10 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu124torch2.2-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu124torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu126torch2.2-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu126torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu124torch2.3-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu124torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu126torch2.3-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu126torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu118torch2.4-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu118torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu126torch2.4-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu126torch2.4-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu126torch2.4-cp310-cp310-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu126torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu118torch2.5-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu118torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu126torch2.5-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu126torch2.5-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu126torch2.5-cp310-cp310-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu126torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu118torch2.6-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu118torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu124torch2.6-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu124torch2.6-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu124torch2.6-cp310-cp310-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu124torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu126torch2.6-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu126torch2.6-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu126torch2.6-cp310-cp310-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu126torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.7 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu118torch2.7-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu118torch2.7-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu126torch2.7-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu126torch2.7-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.9 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.17/flash_attn-2.7.4.post1%2Bcu126torch2.9-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.9 | 13.0 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.18/flash_attn-2.7.4.post1%2Bcu130torch2.9-cp310-cp310-linux_x86_64.whl) |
+| 3.11 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu124torch2.2-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu124torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu126torch2.2-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu126torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu124torch2.3-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu124torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu126torch2.3-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu126torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu118torch2.4-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu118torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu126torch2.4-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu126torch2.4-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu126torch2.4-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu126torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu118torch2.5-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu118torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu126torch2.5-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu126torch2.5-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu126torch2.5-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu126torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu118torch2.6-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu118torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu124torch2.6-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu124torch2.6-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu124torch2.6-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu124torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu126torch2.6-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu126torch2.6-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu126torch2.6-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu126torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.7 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu118torch2.7-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu118torch2.7-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu126torch2.7-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu126torch2.7-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.9 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.17/flash_attn-2.7.4.post1%2Bcu126torch2.9-cp311-cp311-linux_x86_64.whl) |
+| 3.12 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu124torch2.2-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu124torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.2 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu126torch2.2-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu126torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu124torch2.3-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu124torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu126torch2.3-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu126torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu118torch2.4-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu118torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu126torch2.4-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu126torch2.4-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu126torch2.4-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu126torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu118torch2.5-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu118torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu126torch2.5-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu126torch2.5-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu126torch2.5-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu126torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu118torch2.6-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu118torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu124torch2.6-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu124torch2.6-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu124torch2.6-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu124torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu126torch2.6-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu126torch2.6-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.7.4.post1%2Bcu126torch2.6-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.7.4.post1%2Bcu126torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.7 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu118torch2.7-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu118torch2.7-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.7.4.post1%2Bcu126torch2.7-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.7.4.post1%2Bcu126torch2.7-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.9 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.17/flash_attn-2.7.4.post1%2Bcu126torch2.9-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.9 | 13.0 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.18/flash_attn-2.7.4.post1%2Bcu130torch2.9-cp312-cp312-linux_x86_64.whl) |
+| 3.13 | 2.9 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.17/flash_attn-2.7.4.post1%2Bcu126torch2.9-cp313-cp313-linux_x86_64.whl) |
+
+</details>
+
+#### Flash-Attention 2.7.4
+
+<details>
+<summary>Packages for Flash-Attention 2.7.4</summary>
+
+| Python | PyTorch | CUDA | package |
+| ------ | ------- | ---- | ------- |
+| 3.10 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.7.4%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu128torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu124torch2.6-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.7.4%2Bcu124torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu128torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu129torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu124torch2.7-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.7.4%2Bcu124torch2.7-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu128torch2.7-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.10/flash_attn-2.7.4%2Bcu128torch2.7-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.1.0/flash_attn-2.7.4%2Bcu128torch2.7-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.8 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu124torch2.8-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.7.4%2Bcu124torch2.8-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.8 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu128torch2.8-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.2.1/flash_attn-2.7.4%2Bcu128torch2.8-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.8 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu129torch2.8-cp310-cp310-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.7.4%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu128torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu124torch2.6-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.7.4%2Bcu124torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu128torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu129torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu124torch2.7-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.7.4%2Bcu124torch2.7-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu128torch2.7-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.10/flash_attn-2.7.4%2Bcu128torch2.7-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.1.0/flash_attn-2.7.4%2Bcu128torch2.7-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.8 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu124torch2.8-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.7.4%2Bcu124torch2.8-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.8 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu128torch2.8-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.2.1/flash_attn-2.7.4%2Bcu128torch2.8-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.8 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu129torch2.8-cp311-cp311-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.7.4%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu128torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu124torch2.6-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.7.4%2Bcu124torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu128torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu129torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu124torch2.7-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.7.4%2Bcu124torch2.7-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu128torch2.7-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.10/flash_attn-2.7.4%2Bcu128torch2.7-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.1.0/flash_attn-2.7.4%2Bcu128torch2.7-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.8 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu124torch2.8-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.7.4%2Bcu124torch2.8-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.8 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu128torch2.8-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.2.1/flash_attn-2.7.4%2Bcu128torch2.8-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.8 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.18/flash_attn-2.7.4%2Bcu129torch2.8-cp312-cp312-linux_x86_64.whl) |
+
+</details>
+
+#### Flash-Attention 2.7.3
+
+<details>
+<summary>Packages for Flash-Attention 2.7.3</summary>
+
+| Python | PyTorch | CUDA | package |
+| ------ | ------- | ---- | ------- |
+| 3.10 | 2.0 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu118torch2.0-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.1 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu118torch2.1-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.1 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu121torch2.1-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.1 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu124torch2.1-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu118torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu121torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu124torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu118torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu121torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu124torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu118torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu121torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu118torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu121torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.11 | 2.0 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu118torch2.0-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.1 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu118torch2.1-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.1 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu121torch2.1-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.1 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu124torch2.1-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu118torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu121torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu124torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu118torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu121torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu124torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu118torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu121torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu118torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu121torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.12 | 2.2 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu118torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.2 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu121torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu124torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu118torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu121torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu124torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu118torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu121torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu118torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu121torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.4/flash_attn-2.7.3%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl) |
+
+</details>
+
+#### Flash-Attention 2.7.2.post1
+
+<details>
+<summary>Packages for Flash-Attention 2.7.2.post1</summary>
+
+| Python | PyTorch | CUDA | package |
+| ------ | ------- | ---- | ------- |
+| 3.10 | 2.0 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu118torch2.0-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.1 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu118torch2.1-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.1 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu121torch2.1-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.1 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu124torch2.1-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu118torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu121torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu124torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu118torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu121torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu124torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu118torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu121torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu118torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu121torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.11 | 2.0 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu118torch2.0-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.1 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu118torch2.1-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.1 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu121torch2.1-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.1 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu124torch2.1-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu118torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu121torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu124torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu118torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu121torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu124torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu118torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu121torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu118torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu121torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.12 | 2.2 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu118torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.2 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu121torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu124torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu118torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu121torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu124torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu118torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu121torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu118torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu121torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.3/flash_attn-2.7.2.post1%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl) |
+
+</details>
+
+#### Flash-Attention 2.7.0.post2
+
+<details>
+<summary>Packages for Flash-Attention 2.7.0.post2</summary>
+
+| Python | PyTorch | CUDA | package |
+| ------ | ------- | ---- | ------- |
+| 3.10 | 2.0 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu118torch2.0-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.1 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu118torch2.1-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.1 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu121torch2.1-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.1 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu124torch2.1-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu118torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu121torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu124torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu118torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu121torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu124torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu118torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu121torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu118torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu121torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.11 | 2.0 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu118torch2.0-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.1 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu118torch2.1-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.1 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu121torch2.1-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.1 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu124torch2.1-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu118torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu121torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu124torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu118torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu121torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu124torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu118torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu121torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu118torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu121torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.12 | 2.2 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu118torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.2 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu121torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu124torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu118torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu121torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu124torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu118torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu121torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu118torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu121torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.7.0.post2%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl) |
+
+</details>
+
+#### Flash-Attention 2.6.3
+
+<details>
+<summary>Packages for Flash-Attention 2.6.3</summary>
+
+| Python | PyTorch | CUDA | package |
+| ------ | ------- | ---- | ------- |
+| 3.9 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.16/flash_attn-2.6.3%2Bcu124torch2.5-cp39-cp39-linux_x86_64.whl) |
+| 3.9 | 2.5 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.16/flash_attn-2.6.3%2Bcu126torch2.5-cp39-cp39-linux_x86_64.whl) |
+| 3.9 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.16/flash_attn-2.6.3%2Bcu124torch2.6-cp39-cp39-linux_x86_64.whl) |
+| 3.9 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.16/flash_attn-2.6.3%2Bcu126torch2.6-cp39-cp39-linux_x86_64.whl) |
+| 3.9 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.16/flash_attn-2.6.3%2Bcu124torch2.7-cp39-cp39-linux_x86_64.whl) |
+| 3.9 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.16/flash_attn-2.6.3%2Bcu126torch2.7-cp39-cp39-linux_x86_64.whl) |
+| 3.9 | 2.8 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.16/flash_attn-2.6.3%2Bcu124torch2.8-cp39-cp39-linux_x86_64.whl) |
+| 3.9 | 2.8 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.16/flash_attn-2.6.3%2Bcu126torch2.8-cp39-cp39-linux_x86_64.whl) |
+| 3.10 | 2.0 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu118torch2.0-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu118torch2.0-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.1 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu118torch2.1-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu118torch2.1-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.1 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu121torch2.1-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu121torch2.1-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.1 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu124torch2.1-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu124torch2.1-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu124torch2.1-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.1 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu126torch2.1-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu118torch2.2-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu118torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu121torch2.2-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu121torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu124torch2.2-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu124torch2.2-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu124torch2.2-cp310-cp310-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu124torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu126torch2.2-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu126torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu118torch2.3-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu118torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu121torch2.3-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu121torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu124torch2.3-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu124torch2.3-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu124torch2.3-cp310-cp310-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu124torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu126torch2.3-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu126torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu118torch2.4-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu118torch2.4-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu118torch2.4-cp310-cp310-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu118torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu121torch2.4-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu121torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl), [Download6](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu126torch2.4-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu126torch2.4-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu126torch2.4-cp310-cp310-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu126torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu128torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu118torch2.5-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu118torch2.5-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu118torch2.5-cp310-cp310-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu118torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu121torch2.5-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu121torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl), [Download6](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl), [Download7](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu126torch2.5-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu126torch2.5-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu126torch2.5-cp310-cp310-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu126torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu128torch2.5-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu128torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu118torch2.6-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu118torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu124torch2.6-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu124torch2.6-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu124torch2.6-cp310-cp310-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu124torch2.6-cp310-cp310-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu124torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu126torch2.6-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu126torch2.6-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu126torch2.6-cp310-cp310-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu126torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu128torch2.6-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu128torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu129torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.7 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu118torch2.7-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu118torch2.7-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu124torch2.7-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu126torch2.7-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu126torch2.7-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu128torch2.7-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu128torch2.7-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.1.0/flash_attn-2.6.3%2Bcu128torch2.7-cp310-cp310-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.9/flash_attn-2.6.3%2Bcu128torch2.7-cp310-cp310-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu128torch2.7-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.8 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu124torch2.8-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.8 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu128torch2.8-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.2.1/flash_attn-2.6.3%2Bcu128torch2.8-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.2.0/flash_attn-2.6.3%2Bcu128torch2.8-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.8 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu129torch2.8-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.9 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.17/flash_attn-2.6.3%2Bcu126torch2.9-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.9 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.17/flash_attn-2.6.3%2Bcu128torch2.9-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.9 | 13.0 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.18/flash_attn-2.6.3%2Bcu130torch2.9-cp310-cp310-linux_x86_64.whl) |
+| 3.11 | 2.0 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu118torch2.0-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu118torch2.0-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu118torch2.0-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.1 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu118torch2.1-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu118torch2.1-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu118torch2.1-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.1 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu121torch2.1-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu121torch2.1-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu121torch2.1-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.1 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu124torch2.1-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu124torch2.1-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu124torch2.1-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu124torch2.1-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.1 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu126torch2.1-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu118torch2.2-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu118torch2.2-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu118torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu121torch2.2-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu121torch2.2-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu121torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu124torch2.2-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu124torch2.2-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu124torch2.2-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu124torch2.2-cp311-cp311-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu124torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu126torch2.2-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu126torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu118torch2.3-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu118torch2.3-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu118torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu121torch2.3-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu121torch2.3-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu121torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu124torch2.3-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu124torch2.3-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu124torch2.3-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu124torch2.3-cp311-cp311-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu124torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu126torch2.3-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu126torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu118torch2.4-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu118torch2.4-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu118torch2.4-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu118torch2.4-cp311-cp311-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu118torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu121torch2.4-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu121torch2.4-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu121torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl), [Download6](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl), [Download7](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu126torch2.4-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu126torch2.4-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu126torch2.4-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu126torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu128torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu118torch2.5-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu118torch2.5-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu118torch2.5-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu118torch2.5-cp311-cp311-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu118torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu121torch2.5-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu121torch2.5-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu121torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl), [Download6](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl), [Download7](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl), [Download8](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu126torch2.5-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu126torch2.5-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu126torch2.5-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu126torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu128torch2.5-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu128torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu118torch2.6-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu118torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu124torch2.6-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu124torch2.6-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu124torch2.6-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu124torch2.6-cp311-cp311-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu124torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu126torch2.6-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu126torch2.6-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu126torch2.6-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu126torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu128torch2.6-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu128torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu129torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.7 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu118torch2.7-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu118torch2.7-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu124torch2.7-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu126torch2.7-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu126torch2.7-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu128torch2.7-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu128torch2.7-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.1.0/flash_attn-2.6.3%2Bcu128torch2.7-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.9/flash_attn-2.6.3%2Bcu128torch2.7-cp311-cp311-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu128torch2.7-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.8 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu124torch2.8-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.8 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu128torch2.8-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.2.1/flash_attn-2.6.3%2Bcu128torch2.8-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.2.0/flash_attn-2.6.3%2Bcu128torch2.8-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.8 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu129torch2.8-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.9 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.17/flash_attn-2.6.3%2Bcu126torch2.9-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.9 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.17/flash_attn-2.6.3%2Bcu128torch2.9-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.9 | 13.0 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.18/flash_attn-2.6.3%2Bcu130torch2.9-cp311-cp311-linux_x86_64.whl) |
+| 3.12 | 2.2 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu118torch2.2-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu118torch2.2-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu118torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.2 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu121torch2.2-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu121torch2.2-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu121torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu124torch2.2-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu124torch2.2-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu124torch2.2-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu124torch2.2-cp312-cp312-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu124torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.2 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu126torch2.2-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu126torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu118torch2.3-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu118torch2.3-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu118torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu121torch2.3-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu121torch2.3-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu121torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu124torch2.3-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu124torch2.3-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu124torch2.3-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu124torch2.3-cp312-cp312-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu124torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu126torch2.3-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu126torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu118torch2.4-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu118torch2.4-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu118torch2.4-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu118torch2.4-cp312-cp312-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu118torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu121torch2.4-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu121torch2.4-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu121torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl), [Download6](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl), [Download7](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu126torch2.4-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu126torch2.4-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu126torch2.4-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu126torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu128torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu118torch2.5-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu118torch2.5-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu118torch2.5-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu118torch2.5-cp312-cp312-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu118torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu121torch2.5-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu121torch2.5-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu121torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl), [Download6](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.6.3%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl), [Download7](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.6.3%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl), [Download8](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.6.3%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu126torch2.5-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu126torch2.5-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu126torch2.5-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu126torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu128torch2.5-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu128torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu118torch2.6-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu118torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu124torch2.6-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu124torch2.6-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu124torch2.6-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu124torch2.6-cp312-cp312-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu124torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu126torch2.6-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu126torch2.6-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.6.3%2Bcu126torch2.6-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.5/flash_attn-2.6.3%2Bcu126torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu128torch2.6-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu128torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu129torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.7 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu118torch2.7-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu118torch2.7-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.7 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu124torch2.7-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.6.3%2Bcu126torch2.7-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu126torch2.7-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu128torch2.7-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.6.3%2Bcu128torch2.7-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.1.0/flash_attn-2.6.3%2Bcu128torch2.7-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.9/flash_attn-2.6.3%2Bcu128torch2.7-cp312-cp312-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.6.3%2Bcu128torch2.7-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.8 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu124torch2.8-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.8 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu128torch2.8-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.2.1/flash_attn-2.6.3%2Bcu128torch2.8-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.2.0/flash_attn-2.6.3%2Bcu128torch2.8-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.8 | 12.9 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.14/flash_attn-2.6.3%2Bcu129torch2.8-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.9 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.17/flash_attn-2.6.3%2Bcu126torch2.9-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.9 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.17/flash_attn-2.6.3%2Bcu128torch2.9-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.9 | 13.0 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.18/flash_attn-2.6.3%2Bcu130torch2.9-cp312-cp312-linux_x86_64.whl) |
+| 3.13 | 2.9 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.17/flash_attn-2.6.3%2Bcu126torch2.9-cp313-cp313-linux_x86_64.whl) |
+| 3.13 | 2.9 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.17/flash_attn-2.6.3%2Bcu128torch2.9-cp313-cp313-linux_x86_64.whl) |
+| 3.13 | 2.9 | 13.0 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.18/flash_attn-2.6.3%2Bcu130torch2.9-cp313-cp313-linux_x86_64.whl) |
+
+</details>
+
+#### Flash-Attention 2.5.9
+
+<details>
+<summary>Packages for Flash-Attention 2.5.9</summary>
+
+| Python | PyTorch | CUDA | package |
+| ------ | ------- | ---- | ------- |
+| 3.10 | 2.0 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu118torch2.0-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.1 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu118torch2.1-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.1 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu121torch2.1-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.1 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu124torch2.1-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu118torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu121torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu124torch2.2-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu124torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu126torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu118torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu121torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu124torch2.3-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu124torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu126torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu118torch2.4-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu118torch2.4-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu118torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu121torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu126torch2.4-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu126torch2.4-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu126torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu128torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu118torch2.5-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu118torch2.5-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu118torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu121torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu126torch2.5-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu126torch2.5-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu126torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu128torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu118torch2.6-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu118torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu124torch2.6-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu124torch2.6-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu124torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu126torch2.6-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu126torch2.6-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu126torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu128torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.7 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu118torch2.7-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu118torch2.7-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu126torch2.7-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu126torch2.7-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu128torch2.7-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.1.0/flash_attn-2.5.9%2Bcu128torch2.7-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.9/flash_attn-2.5.9%2Bcu128torch2.7-cp310-cp310-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu128torch2.7-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.8 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.2.1/flash_attn-2.5.9%2Bcu128torch2.8-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.2.0/flash_attn-2.5.9%2Bcu128torch2.8-cp310-cp310-linux_x86_64.whl) |
+| 3.11 | 2.0 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu118torch2.0-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu118torch2.0-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.1 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu118torch2.1-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu118torch2.1-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.1 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu121torch2.1-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu121torch2.1-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.1 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu124torch2.1-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu124torch2.1-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu118torch2.2-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu118torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu121torch2.2-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu121torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu124torch2.2-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu124torch2.2-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu124torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu126torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu118torch2.3-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu118torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu121torch2.3-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu121torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu124torch2.3-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu124torch2.3-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu124torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu126torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu118torch2.4-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu118torch2.4-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu118torch2.4-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu118torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu121torch2.4-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu121torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu126torch2.4-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu126torch2.4-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu126torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu128torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu118torch2.5-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu118torch2.5-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu118torch2.5-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu118torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu121torch2.5-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu121torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu126torch2.5-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu126torch2.5-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu126torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu128torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu118torch2.6-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu118torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu124torch2.6-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu124torch2.6-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu124torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu126torch2.6-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu126torch2.6-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu126torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu128torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.7 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu118torch2.7-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu118torch2.7-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu126torch2.7-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu126torch2.7-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu128torch2.7-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.1.0/flash_attn-2.5.9%2Bcu128torch2.7-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.9/flash_attn-2.5.9%2Bcu128torch2.7-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu128torch2.7-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.8 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.2.1/flash_attn-2.5.9%2Bcu128torch2.8-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.2.0/flash_attn-2.5.9%2Bcu128torch2.8-cp311-cp311-linux_x86_64.whl) |
+| 3.12 | 2.2 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu118torch2.2-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu118torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.2 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu121torch2.2-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu121torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu124torch2.2-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu124torch2.2-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu124torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.2 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu126torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu118torch2.3-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu118torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu121torch2.3-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu121torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu124torch2.3-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu124torch2.3-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu124torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu126torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu118torch2.4-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu118torch2.4-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu118torch2.4-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu118torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu121torch2.4-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu121torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu126torch2.4-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu126torch2.4-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu126torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu128torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu118torch2.5-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu118torch2.5-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu118torch2.5-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu118torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu121torch2.5-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu121torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.9%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.9%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu126torch2.5-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu126torch2.5-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu126torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu128torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu118torch2.6-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu118torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu124torch2.6-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu124torch2.6-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu124torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu126torch2.6-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu126torch2.6-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.5.9%2Bcu126torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu128torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.7 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu118torch2.7-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu118torch2.7-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.5.9%2Bcu126torch2.7-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu126torch2.7-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.5.9%2Bcu128torch2.7-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.1.0/flash_attn-2.5.9%2Bcu128torch2.7-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.9/flash_attn-2.5.9%2Bcu128torch2.7-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.5.9%2Bcu128torch2.7-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.8 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.2.1/flash_attn-2.5.9%2Bcu128torch2.8-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.2.0/flash_attn-2.5.9%2Bcu128torch2.8-cp312-cp312-linux_x86_64.whl) |
+
+</details>
+
+#### Flash-Attention 2.5.6
+
+<details>
+<summary>Packages for Flash-Attention 2.5.6</summary>
+
+| Python | PyTorch | CUDA | package |
+| ------ | ------- | ---- | ------- |
+| 3.10 | 2.0 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu118torch2.0-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu118torch2.0-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.1 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu118torch2.1-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu118torch2.1-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.1 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu121torch2.1-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu121torch2.1-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.1 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu124torch2.1-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu124torch2.1-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu118torch2.2-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu118torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu121torch2.2-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu121torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu124torch2.2-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu124torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu118torch2.3-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu118torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu121torch2.3-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu121torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu124torch2.3-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu124torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu118torch2.4-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu118torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu121torch2.4-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu121torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu118torch2.5-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu118torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu121torch2.5-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu121torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.11 | 2.0 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu118torch2.0-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu118torch2.0-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu118torch2.0-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.1 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu118torch2.1-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu118torch2.1-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu118torch2.1-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.1 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu121torch2.1-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu121torch2.1-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu121torch2.1-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.1 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu124torch2.1-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu124torch2.1-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu124torch2.1-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu118torch2.2-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu118torch2.2-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu118torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu121torch2.2-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu121torch2.2-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu121torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu124torch2.2-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu124torch2.2-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu124torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu118torch2.3-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu118torch2.3-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu118torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu121torch2.3-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu121torch2.3-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu121torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu124torch2.3-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu124torch2.3-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu124torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu118torch2.4-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu118torch2.4-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu118torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu121torch2.4-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu121torch2.4-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu121torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu118torch2.5-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu118torch2.5-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu118torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu121torch2.5-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu121torch2.5-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu121torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.12 | 2.2 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu118torch2.2-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu118torch2.2-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu118torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.2 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu121torch2.2-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu121torch2.2-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu121torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu124torch2.2-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu124torch2.2-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu124torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu118torch2.3-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu118torch2.3-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu118torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu121torch2.3-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu121torch2.3-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu121torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu124torch2.3-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu124torch2.3-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu124torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu118torch2.4-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu118torch2.4-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu118torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu121torch2.4-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu121torch2.4-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu121torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu118torch2.5-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu118torch2.5-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu118torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu121torch2.5-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu121torch2.5-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu121torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.5.6%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.5.6%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.5.6%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl) |
+
+</details>
+
+#### Flash-Attention 2.4.3
+
+<details>
+<summary>Packages for Flash-Attention 2.4.3</summary>
+
+| Python | PyTorch | CUDA | package |
+| ------ | ------- | ---- | ------- |
+| 3.10 | 2.0 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu118torch2.0-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu118torch2.0-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.1 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu118torch2.1-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu118torch2.1-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.1 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu121torch2.1-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu121torch2.1-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.1 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu124torch2.1-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu124torch2.1-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu118torch2.2-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu118torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu121torch2.2-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu121torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu124torch2.2-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu124torch2.2-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu124torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu126torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu118torch2.3-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu118torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu121torch2.3-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu121torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu124torch2.3-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu124torch2.3-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu124torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu126torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu118torch2.4-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu118torch2.4-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu118torch2.4-cp310-cp310-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu118torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu121torch2.4-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu121torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu126torch2.4-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu126torch2.4-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu126torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu128torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu118torch2.5-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu118torch2.5-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu118torch2.5-cp310-cp310-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu118torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu121torch2.5-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu121torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu126torch2.5-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu126torch2.5-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu126torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu128torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu118torch2.6-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu118torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu124torch2.6-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu124torch2.6-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu124torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu126torch2.6-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu126torch2.6-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu126torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu128torch2.6-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.7 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu118torch2.7-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu118torch2.7-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu126torch2.7-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu126torch2.7-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.4.3%2Bcu128torch2.7-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.1.0/flash_attn-2.4.3%2Bcu128torch2.7-cp310-cp310-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.9/flash_attn-2.4.3%2Bcu128torch2.7-cp310-cp310-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu128torch2.7-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.8 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.2.1/flash_attn-2.4.3%2Bcu128torch2.8-cp310-cp310-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.2.0/flash_attn-2.4.3%2Bcu128torch2.8-cp310-cp310-linux_x86_64.whl) |
+| 3.11 | 2.0 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu118torch2.0-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu118torch2.0-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu118torch2.0-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.1 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu118torch2.1-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu118torch2.1-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu118torch2.1-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.1 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu121torch2.1-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu121torch2.1-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu121torch2.1-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.1 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu124torch2.1-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu124torch2.1-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu124torch2.1-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu118torch2.2-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu118torch2.2-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu118torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu121torch2.2-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu121torch2.2-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu121torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu124torch2.2-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu124torch2.2-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu124torch2.2-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu124torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu126torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu118torch2.3-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu118torch2.3-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu118torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu121torch2.3-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu121torch2.3-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu121torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu124torch2.3-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu124torch2.3-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu124torch2.3-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu124torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu126torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu118torch2.4-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu118torch2.4-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu118torch2.4-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu118torch2.4-cp311-cp311-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu118torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu121torch2.4-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu121torch2.4-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu121torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl), [Download6](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu126torch2.4-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu126torch2.4-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu126torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu128torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu118torch2.5-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu118torch2.5-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu118torch2.5-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu118torch2.5-cp311-cp311-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu118torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu121torch2.5-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu121torch2.5-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu121torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl), [Download6](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu126torch2.5-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu126torch2.5-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu126torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu128torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu118torch2.6-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu118torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu124torch2.6-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu124torch2.6-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu124torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu126torch2.6-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu126torch2.6-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu126torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu128torch2.6-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.7 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu118torch2.7-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu118torch2.7-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu126torch2.7-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu126torch2.7-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.4.3%2Bcu128torch2.7-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.1.0/flash_attn-2.4.3%2Bcu128torch2.7-cp311-cp311-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.9/flash_attn-2.4.3%2Bcu128torch2.7-cp311-cp311-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu128torch2.7-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.8 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.2.1/flash_attn-2.4.3%2Bcu128torch2.8-cp311-cp311-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.2.0/flash_attn-2.4.3%2Bcu128torch2.8-cp311-cp311-linux_x86_64.whl) |
+| 3.12 | 2.2 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu118torch2.2-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu118torch2.2-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu118torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.2 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu121torch2.2-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu121torch2.2-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu121torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu124torch2.2-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu124torch2.2-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu124torch2.2-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu124torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.2 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu126torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu118torch2.3-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu118torch2.3-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu118torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu121torch2.3-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu121torch2.3-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu121torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu124torch2.3-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu124torch2.3-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu124torch2.3-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu124torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu126torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu118torch2.4-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu118torch2.4-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu118torch2.4-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu118torch2.4-cp312-cp312-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu118torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu121torch2.4-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu121torch2.4-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu121torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl), [Download6](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu126torch2.4-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu126torch2.4-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu126torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu128torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu118torch2.5-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu118torch2.5-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu118torch2.5-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu118torch2.5-cp312-cp312-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu118torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu121torch2.5-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu121torch2.5-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu121torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.2/flash_attn-2.4.3%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl), [Download5](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-2.4.3%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl), [Download6](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.0/flash_attn-2.4.3%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu126torch2.5-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu126torch2.5-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu126torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu128torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu118torch2.6-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu118torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu124torch2.6-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu124torch2.6-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu124torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu126torch2.6-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu126torch2.6-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.6/flash_attn-2.4.3%2Bcu126torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.6 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu128torch2.6-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.7 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu118torch2.7-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu118torch2.7-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.7 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.8/flash_attn-2.4.3%2Bcu126torch2.7-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu126torch2.7-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.7 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.3.9/flash_attn-2.4.3%2Bcu128torch2.7-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.1.0/flash_attn-2.4.3%2Bcu128torch2.7-cp312-cp312-linux_x86_64.whl), [Download3](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.9/flash_attn-2.4.3%2Bcu128torch2.7-cp312-cp312-linux_x86_64.whl), [Download4](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.7/flash_attn-2.4.3%2Bcu128torch2.7-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.8 | 12.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.2.1/flash_attn-2.4.3%2Bcu128torch2.8-cp312-cp312-linux_x86_64.whl), [Download2](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.2.0/flash_attn-2.4.3%2Bcu128torch2.8-cp312-cp312-linux_x86_64.whl) |
+
+</details>
+
+#### Flash-Attention 1.0.9
+
+<details>
+<summary>Packages for Flash-Attention 1.0.9</summary>
+
+| Python | PyTorch | CUDA | package |
+| ------ | ------- | ---- | ------- |
+| 3.10 | 2.0 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu118torch2.0-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.1 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu118torch2.1-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.1 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu121torch2.1-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.1 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu124torch2.1-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu118torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu121torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu124torch2.2-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu118torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu121torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu124torch2.3-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu118torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu121torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu124torch2.4-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu118torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu121torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.10 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu124torch2.5-cp310-cp310-linux_x86_64.whl) |
+| 3.11 | 2.0 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu118torch2.0-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.1 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu118torch2.1-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.1 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu121torch2.1-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.1 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu124torch2.1-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu118torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu121torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu124torch2.2-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu118torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu121torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu124torch2.3-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu118torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu121torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu124torch2.4-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu118torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu121torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.11 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu124torch2.5-cp311-cp311-linux_x86_64.whl) |
+| 3.12 | 2.2 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu118torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.2 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu121torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.2 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu124torch2.2-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu118torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu121torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.3 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu124torch2.3-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu118torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu121torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.4 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu124torch2.4-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 11.8 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu118torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.1 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu121torch2.5-cp312-cp312-linux_x86_64.whl) |
+| 3.12 | 2.5 | 12.4 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.0.1/flash_attn-1.0.9%2Bcu124torch2.5-cp312-cp312-linux_x86_64.whl) |
+
+</details>
+
+### 🪟 🪟 Windows x86_64
+
+#### Flash-Attention 2.8.3
+
+<details>
+<summary>Packages for Flash-Attention 2.8.3</summary>
+
 | Python | PyTorch | CUDA | package |
 | ------ | ------- | ---- | ------- |
 | 3.11 | 2.9 | 12.6 | [Download1](https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.4.15/flash_attn-2.8.3%2Bcu126torch2.9-cp311-cp311-win_amd64.whl) |
@@ -1068,6 +2161,7 @@ pip install ./flash_attn-2.6.3+cu124torch2.5-cp312-cp312-linux_x86_64.whl
 
 </details>
 
+
 ## History
 
 History of this repository is available [here](./docs/release_history.md).