A Survey of Efficient Attention Methods: Hardware-efficient, Sparse, Compact, and Linear Attention
☆307Dec 1, 2025Updated 8 months ago
Alternatives and similar repositories for Efficient_Attention_Survey
Users that are interested in Efficient_Attention_Survey are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICML2025] SpargeAttention: A training-free sparse attention that accelerates any model inference.☆1,024Feb 25, 2026Updated 5 months ago
- ☆253Nov 19, 2025Updated 8 months ago
- SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse–Linear Attention☆329Feb 24, 2026Updated 5 months ago
- [NeurIPS'25 Spotlight] Adaptive Attention Sparsity with Hierarchical Top-p Pruning☆106Jul 8, 2026Updated last month
- Vortex: Programmable Sparse Attention for Agents as Algorithm Designers☆68Updated this week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆66Oct 25, 2025Updated 9 months ago
- [ICLR2025, ICML2025, NeurIPS2025 Spotlight] Quantized Attention achieves speedup of 2-5x compared to FlashAttention, without losing end-t…☆3,607Jan 17, 2026Updated 6 months ago
- A Distributed Attention Towards Linear Scalability for Ultra-Long Context, Heterogeneous Data Training☆903Updated this week
- ☆46Oct 15, 2025Updated 9 months ago
- Compact and Agent-Native MoE Training System☆327Jul 31, 2026Updated last week
- Accelerating Large-Scale Reasoning Model Inference with Sparse Self-Speculative Decoding☆117Dec 2, 2025Updated 8 months ago
- Accelerating MoE with IO and Tile-aware Optimizations☆737Jul 4, 2026Updated last month
- [ASPLOS'26] Taming the Long-Tail: Efficient Reasoning RL Training with Adaptive Drafter☆176Feb 27, 2026Updated 5 months ago
- 🐳 Efficient Triton implementations for "Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention"☆1,017Feb 5, 2026Updated 6 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- An efficient implementation of the NSA (Native Sparse Attention) kernel☆134Jun 24, 2025Updated last year
- Code repository for the SOSP'25 paper DCP: Addressing Input Dynamism In Long-Context Training via Dynamic Context Parallelism.☆22Nov 28, 2025Updated 8 months ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆170Oct 13, 2025Updated 9 months ago
- A collection of specialized agent skills for AI infrastructure development, enabling Claude Code to write, optimize, and debug high-perfo…☆141Jul 9, 2026Updated last month
- A sparse attention kernel supporting mix sparse patterns☆544Jan 18, 2026Updated 6 months ago
- A curated list of recent papers on efficient video attention for video diffusion models, including sparsification, quantization, and cach…☆61Oct 27, 2025Updated 9 months ago
- [ICML2025, NeurIPS2025 Spotlight] Sparse VideoGen 1 & 2: Accelerating Video Diffusion Transformers with Sparse Attention☆700Jul 4, 2026Updated last month
- [NeurIPS 2025] Radial Attention: O(nlogn) Sparse Attention with Energy Decay for Long Video Generation☆608Nov 11, 2025Updated 8 months ago
- NVIDIA cuTile learn☆169Dec 9, 2025Updated 8 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆37Aug 7, 2025Updated last year
- SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs☆216Jul 10, 2026Updated 3 weeks ago
- 🚀 Efficient implementations for emerging model architectures☆5,528Updated this week
- FA4-based Relative Attention Kernel developed by TML and Colfax☆18Jul 17, 2026Updated 3 weeks ago
- ☆102Feb 11, 2026Updated 5 months ago
- Distributed Compiler based on Triton for Parallel Systems☆1,512Updated this week
- ☆813Jun 2, 2026Updated 2 months ago
- TurboDiffusion: 100–200× Acceleration for Video Diffusion Models☆3,605Updated this week
- A NCCL extension library, designed to efficiently offload GPU memory allocated by the NCCL communication library.☆116Dec 17, 2025Updated 7 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.
- FlashKDA: high-performance Kimi Delta Attention kernels☆1,193Jul 30, 2026Updated last week
- DeepSeek-V3.2-Exp DSA Warmup Lightning Indexer training operator based on tilelang☆47Nov 19, 2025Updated 8 months ago
- ☆177May 24, 2026Updated 2 months ago
- TurboServe: Serving Streaming Video Generation Efficiently and Economically☆40Jul 12, 2026Updated 3 weeks ago
- CUDA kernels for linear attention variants, written in CuTe DSL and CUTLASS C++.☆535Updated this week
- Minimal PyTorch implementation of TP, SP, FSDP and sharded-EMA☆32Nov 27, 2025Updated 8 months ago
- NVSHMEM‑Tutorial: Build a DeepEP‑like GPU Buffer☆195Feb 11, 2026Updated 5 months ago