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| Prebuilt Wheels | Python Versions | PyTorch Versions | CUDA Versions | Source |
|-----------------------------------------------|-----------------|------------------|----------------|---------------------------------------------------------------------------|
| Flash-Attention 2.7.4.post1 | 3.12 | 2.8.0.dev | 12.8.1 | [Dao-AILab/flash-attention](https://github.com/Dao-AILab/flash-attention) |
| Flash-Attention 3 (pending official release) | 3.12 | 2.8.0.dev | 12.8.1 | INSERT |
| Sage-Attention 2++ (pending official release) | 3.12 | 2.8.0.dev | 12.8.1 | INSERT |
| Sage-Attention 3 (pending official release) | 3.12 | 2.8.0.dev | 12.8.1 | INSERT |
| INSERT | INSERT | INSERT | INSERT | INSERT |
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