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Efficient Attention Python Packages

Python packages with the GitHub topic efficient-attention. Sorted by monthly downloads, with stars and forks.
thu-ml
sageattention

[ICLR2025, ICML2025, NeurIPS2025 Spotlight] Quantized Attention achieves speedup of 2-5x compared to FlashAttention, without losing end-to-end metrics across language, image, and video models.

89K 4K 527
lucidrains
colt5-attention

Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch

56K 231 15
lucidrains
ring-attention-pytorch

Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch

3K 546 36
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