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1. NVlabs/Sana NVlabs/Sana Public

   SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer

   Python 9k 722

2. kijai/ComfyUI-SolAttn_triton kijai/ComfyUI-SolAttn_triton Public

   Python 461 25

3. xie-lab-ml/piecewise-sparse-attention xie-lab-ml/piecewise-sparse-attention Public

   Piecewise Sparse Attention Is Wiser for Efficient Diffusion Transformers

   Jupyter Notebook 44 2

4. fla-org/flash-bidirectional-linear-attention fla-org/flash-bidirectional-linear-attention Public

   Triton implement of bi-directional (non-causal) linear attention

   Python 83 5

5. ARPG ARPG Public

   [ICLR 2026] Autoregressive Image Generation with Randomized Parallel Decoding

   Python 93 2

6. AiM AiM Public

   Official PyTorch Implementation of "Scalable Autoregressive Image Generation with Mamba"

   Python 148 5