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language:
- en
---
Windows
| Prebuilt Wheels | Python Versions | PyTorch Versions | CUDA Versions | Source |
|------------------------------------------------|-----------------|------------------|----------------|---------------------------------------------------------------------------|
| [Flash-Attention 2.7.4.post1](./flash_attn-2.7.4.post1-cp312-cp312-win_amd64.whl) | 3.12 | 2.8.0.dev | 12.8.1 | [Dao-AILab/flash-attention](https://github.com/Dao-AILab/flash-attention) |
| [SageAttention2.2.0](./sageattention-2.2.0-cp312-cp312-win_amd64.whl) | 3.12 | 2.9.0.dev | 12.9.1 | [thu-ml/SageAttention](https://github.com/thu-ml/SageAttention) or [jt-zhang/SageAttention2_plus](https://huggingface.co/jt-zhang/SageAttention2_plus) |
| SageAttention3 (pending approval) | 3.12 | 2.9.0.dev | 12.9.1 | [jt-zhang/SageAttention3](https://huggingface.co/jt-zhang/SageAttention3) |
| Flash-Attention_2.8.1 | 3.12 | 2.9.0.dev | 12.9.1 | [Dao-AILab/flash-attention](https://github.com/Dao-AILab/flash-attention) |
| xformers_0.0.31.post1 | 3.12 | 2.9.0.dev | 12.9.1 | [facebookresearch/xformers](https://github.com/facebookresearch/xformers) |
| INSERT | INSERT | INSERT | INSERT | INSERT |
Linux
| Prebuilt Wheels | Python Versions | PyTorch Versions | CUDA Versions | Source |
|------------------------------------------------|-----------------|------------------|----------------|---------------------------------------------------------------------------|
| [SageAttention2.2.0](./sageattention-2.2.0-cp313-cp313-linux_x86_64.whl) | 3.13 | 2.14.0.dev | 13.2.1 | [thu-ml/SageAttention](https://github.com/thu-ml/SageAttention) or [jt-zhang/SageAttention2_plus](https://huggingface.co/jt-zhang/SageAttention2_plus) |
| INSERT | INSERT | INSERT | INSERT | INSERT |
|