SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse–Linear Attention
☆305Feb 24, 2026Updated 2 months ago
Alternatives and similar repositories for SLA
Users that are interested in SLA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Survey of Efficient Attention Methods: Hardware-efficient, Sparse, Compact, and Linear Attention☆294Dec 1, 2025Updated 5 months ago
- [ICML2025] SpargeAttention: A training-free sparse attention that accelerates any model inference.☆991Feb 25, 2026Updated 2 months ago
- [ICLR2025, ICML2025, NeurIPS2025 Spotlight] Quantized Attention achieves speedup of 2-5x compared to FlashAttention, without losing end-t…☆3,342Jan 17, 2026Updated 3 months ago
- [NeurIPS 2025] Radial Attention: O(nlogn) Sparse Attention with Energy Decay for Long Video Generation☆592Nov 11, 2025Updated 5 months ago
- [NeurIPS'25 Spotlight] Adaptive Attention Sparsity with Hierarchical Top-p Pruning☆94Apr 20, 2026Updated 2 weeks ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICML2025, NeurIPS2025 Spotlight] Sparse VideoGen 1 & 2: Accelerating Video Diffusion Transformers with Sparse Attention☆662Mar 6, 2026Updated last month
- Residual Context Diffusion (RCD): Repurposing discarded signals as structured priors for high-performance reasoning in dLLMs.☆56Mar 12, 2026Updated last month
- Quantized Attention on GPU☆44Nov 22, 2024Updated last year
- TurboDiffusion: 100–200× Acceleration for Video Diffusion Models☆3,482Apr 15, 2026Updated 2 weeks ago
- ☆244Nov 19, 2025Updated 5 months ago
- A sparse attention kernel supporting mix sparse patterns☆503Jan 18, 2026Updated 3 months ago
- Official Repo for Self-Forcing++ High Quality Long Video Generation☆255Oct 13, 2025Updated 6 months ago
- Official implementation of paper "VMoBA: Mixture-of-Block Attention for Video Diffusion Models"☆65Jul 1, 2025Updated 10 months ago
- A unified inference and post-training framework for accelerated video generation.☆3,446Updated this week
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Accelerating MoE with IO and Tile-aware Optimizations☆664Updated this week
- ArcFlow: Unleashing 2-Step Text-to-Image Generation via High-Precision Non-Linear Flow Distillation☆121Feb 17, 2026Updated 2 months ago
- Code for the papers: “Four Over Six: More Accurate NVFP4 Quantization with Adaptive Block Scaling” and “Adaptive Block-Scaled Data Types”☆173Apr 21, 2026Updated 2 weeks ago
- [ICLR 2026] This is the official PyTorch implementation of "BLADE: Block-Sparse Attention Meets Step Distillation for Efficient Video Gen…☆42Oct 9, 2025Updated 6 months ago
- 🐳 Efficient Triton implementations for "Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention"☆993Feb 5, 2026Updated 3 months ago
- ☆25Mar 15, 2023Updated 3 years ago
- MHLA: Restoring Expressivity of Linear Attention via Token-Level Multi-Head (ICLR 2026)☆144Apr 17, 2026Updated 2 weeks 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
- ☆27Nov 25, 2025Updated 5 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ECCV24] MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization☆49Nov 27, 2024Updated last year
- [ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training☆262Aug 9, 2025Updated 8 months ago
- Helpful tools and examples for working with flex-attention☆1,182Apr 13, 2026Updated 3 weeks ago
- High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.☆129Jul 13, 2024Updated last year
- A Distributed Attention Towards Linear Scalability for Ultra-Long Context, Heterogeneous Data Training☆795Apr 21, 2026Updated 2 weeks ago
- Distributed Compiler based on Triton for Parallel Systems☆1,420Apr 22, 2026Updated 2 weeks ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆338Jul 2, 2024Updated last year
- ☆29Aug 1, 2025Updated 9 months ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆50Oct 18, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 🎬 3.7× faster video generation E2E 🖼️ 1.6× faster image generation E2E ⚡ ColumnSparseAttn 9.3× vs FlashAttn‑3 💨 ColumnSparseGEMM 2.5× …☆107Sep 8, 2025Updated 7 months ago
- [COLM 2025] DFRot: Achieving Outlier-Free and Massive Activation-Free for Rotated LLMs with Refined Rotation; 知乎:https://zhuanlan.zhihu.c…☆30Mar 5, 2025Updated last year
- [ICLR2025 Spotlight] MagicPIG: LSH Sampling for Efficient LLM Generation☆253Dec 16, 2024Updated last year
- ☆39Jul 29, 2025Updated 9 months ago
- ☆38Aug 7, 2025Updated 8 months ago
- JoVA: Unified Multimodal Learning for Joint Video-Audio Generation☆33Dec 22, 2025Updated 4 months ago
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆543Feb 10, 2025Updated last year