SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse–Linear Attention
☆284Feb 24, 2026Updated last week
Alternatives and similar repositories for SLA
Users that are interested in SLA are comparing it to the libraries listed below
Sorting:
- [ICML2025] SpargeAttention: A training-free sparse attention that accelerates any model inference.☆952Feb 25, 2026Updated last week
- [ICLR2025, ICML2025, NeurIPS2025 Spotlight] Quantized Attention achieves speedup of 2-5x compared to FlashAttention, without losing end-t…☆3,182Jan 17, 2026Updated last month
- ☆226Nov 19, 2025Updated 3 months ago
- A Survey of Efficient Attention Methods: Hardware-efficient, Sparse, Compact, and Linear Attention☆283Dec 1, 2025Updated 3 months ago
- Quantized Attention on GPU☆44Nov 22, 2024Updated last year
- [ICML2025, NeurIPS2025 Spotlight] Sparse VideoGen 1 & 2: Accelerating Video Diffusion Transformers with Sparse Attention☆629Feb 3, 2026Updated last month
- Residual Context Diffusion (RCD): Repurposing discarded signals as structured priors for high-performance reasoning in dLLMs.☆54Feb 11, 2026Updated 3 weeks ago
- [NeurIPS 2025] Radial Attention: O(nlogn) Sparse Attention with Energy Decay for Long Video Generation☆586Nov 11, 2025Updated 3 months ago
- Codebase for ICML'24 paper: Learning from Students: Applying t-Distributions to Explore Accurate and Efficient Formats for LLMs☆27Jun 25, 2024Updated last year
- [NeurIPS'25 Spotlight] Adaptive Attention Sparsity with Hierarchical Top-p Pruning☆87Nov 29, 2025Updated 3 months ago
- DOSA: Differentiable Model-Based One-Loop Search for DNN Accelerators☆19Oct 10, 2024Updated last year
- A sparse attention kernel supporting mix sparse patterns☆467Jan 18, 2026Updated last month
- 🐳 Efficient Triton implementations for "Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention"☆969Feb 5, 2026Updated last month
- TurboDiffusion: 100–200× Acceleration for Video Diffusion Models☆3,375Feb 20, 2026Updated last week
- Official Repo for Self-Forcing++ High Quality Long Video Generation☆237Oct 13, 2025Updated 4 months ago
- ☆27Nov 25, 2025Updated 3 months ago
- Accelerating MoE with IO and Tile-aware Optimizations☆597Updated this week
- Fast and memory-efficient exact kmeans☆140Feb 18, 2026Updated 2 weeks ago
- Official implementation of paper "VMoBA: Mixture-of-Block Attention for Video Diffusion Models"☆62Jul 1, 2025Updated 8 months ago
- A unified inference and post-training framework for accelerated video generation.☆3,111Updated this week
- A bunch of kernels that might make stuff slower 😉☆75Feb 18, 2026Updated 2 weeks ago
- MHLA: Restoring Expressivity of Linear Attention via Token-Level Multi-Head (ICLR 2026)☆125Feb 6, 2026Updated 3 weeks ago
- Helpful tools and examples for working with flex-attention☆1,140Feb 8, 2026Updated 3 weeks ago
- [COLM 2025] DFRot: Achieving Outlier-Free and Massive Activation-Free for Rotated LLMs with Refined Rotation; 知乎:https://zhuanlan.zhihu.c…☆29Mar 5, 2025Updated last year
- Official repository for the paper Local Linear Attention: An Optimal Interpolation of Linear and Softmax Attention For Test-Time Regressi…☆23Oct 1, 2025Updated 5 months ago
- ☆20May 24, 2025Updated 9 months ago
- A Distributed Attention Towards Linear Scalability for Ultra-Long Context, Heterogeneous Data Training☆650Updated this week
- ☆105Nov 7, 2024Updated last year
- High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.☆128Jul 13, 2024Updated last year
- Distributed Compiler based on Triton for Parallel Systems☆1,371Feb 13, 2026Updated 2 weeks ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆336Jul 2, 2024Updated last year
- ☆190Jan 14, 2025Updated last year
- [ICLR 2026] SparseD: Sparse Attention for Diffusion Language Models☆59Feb 22, 2026Updated last week
- [ICLR'25] ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation☆151Mar 21, 2025Updated 11 months ago
- JoVA: Unified Multimodal Learning for Joint Video-Audio Generation☆30Dec 22, 2025Updated 2 months ago
- This is the LAION repository for creating open super-resolution models with the help of LAION-5B subsets.☆13May 9, 2022Updated 3 years ago
- Webpage of "Portrait4D-v2: Pseudo Multi-View Data Creates Better 4D Head Synthesizer"☆11Jul 2, 2024Updated last year
- FPGA-based HyperLogLog Accelerator☆12Jul 13, 2020Updated 5 years ago
- [ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training☆260Aug 9, 2025Updated 6 months ago