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1. thu-ml/TurboDiffusion thu-ml/TurboDiffusion Public

   TurboDiffusion: ×ばつ Acceleration for Video Diffusion Models

   Python 3.6k 278

2. thu-ml/SageAttention thu-ml/SageAttention Public

   [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.

   Cuda 3.7k 502

3. shengshu-ai/Vidu-S1 shengshu-ai/Vidu-S1 Public

   Vidu S1: A Real-Time Interactive Video Generation Model

   251 9

4. thu-ml/SpargeAttn thu-ml/SpargeAttn Public

   [ICML2025] SpargeAttention: A training-free sparse attention that accelerates any model inference.

   Cuda 1k 103

5. attention-survey/Efficient_Attention_Survey attention-survey/Efficient_Attention_Survey Public

   A Survey of Efficient Attention Methods: Hardware-efficient, Sparse, Compact, and Linear Attention

   309 5

6. thu-ml/SLA thu-ml/SLA Public

   SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse–Linear Attention

   Python 359 22