🐳 Efficient Triton implementations for "Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention"
☆1,026Feb 5, 2026Updated 8 months ago
Alternatives and similar repositories for native-sparse-attention
Users that are interested in native-sparse-attention are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of the sparse attention pattern proposed by the Deepseek team in their "Native Sparse Attention" paper☆816Aug 15, 2025Updated last year
- Efficient triton implementation of Native Sparse Attention.☆285May 23, 2025Updated last year
- 🚀 Efficient implementations for emerging model architectures☆6,008Updated this week
- MoBA: Mixture of Block Attention for Long-Context LLMs☆2,197Apr 3, 2025Updated last year
- An efficient implementation of the NSA (Native Sparse Attention) kernel☆135Jun 24, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- qwen-nsa☆87Oct 14, 2025Updated last year
- ☆255Nov 19, 2025Updated 11 months ago
- A Distributed Attention Towards Linear Scalability for Ultra-Long Context, Heterogeneous Data Training☆967Updated this week
- Accelerating MoE with IO and Tile-aware Optimizations☆786Aug 29, 2026Updated 2 months ago
- A sparse attention kernel supporting mix sparse patterns☆566Jan 18, 2026Updated 9 months ago
- 🔥 A minimal training framework for scaling FLA models☆425Apr 22, 2026Updated 6 months ago
- Distributed Compiler and Optimized Parallel Kernels☆1,577Sep 18, 2026Updated last month
- A Survey of Efficient Attention Methods: Hardware-efficient, Sparse, Compact, and Linear Attention☆314Dec 1, 2025Updated 11 months ago
- A Quirky Assortment of CuTe Kernels☆1,187Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs☆222Jul 10, 2026Updated 3 months ago
- Ring attention implementation with flash attention☆1,065Sep 10, 2025Updated last year
- Muon is Scalable for LLM Training☆1,553Aug 3, 2025Updated last year
- 🚀🚀 Efficient implementations of Native Sparse Attention☆590Sep 17, 2026Updated last month
- DeepSeek Native Sparse Attention pytorch implementation☆121Dec 17, 2025Updated 10 months ago
- ☆139May 29, 2025Updated last year
- Helpful tools and examples for working with flex-attention☆1,262Updated this week
- [ICML2025] SpargeAttention: A training-free sparse attention that accelerates any model inference.☆1,266Feb 25, 2026Updated 8 months ago
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆544Feb 10, 2025Updated last year
- 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.
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,231Oct 10, 2026Updated 3 weeks ago
- Efficient Triton Kernels for LLM Training☆6,680Updated this week
- ☆37Aug 7, 2025Updated last year
- FlashInfer: Kernel Library for LLM Serving☆6,821Updated this week
- [ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training☆269Aug 9, 2025Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆414Jul 10, 2025Updated last year
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,376Aug 28, 2025Updated last year
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆867Mar 6, 2025Updated last year
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆8,865Updated this week
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- [ICML 2025] XAttention: Block Sparse Attention with Antidiagonal Scoring☆287Jul 6, 2025Updated last year
- ☆48Dec 13, 2025Updated 10 months ago
- DeeperGEMM: crazy optimized version☆85May 5, 2025Updated last year
- USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference☆696Sep 16, 2026Updated last month
- Flash-Muon: An Efficient Implementation of Muon Optimizer☆265Jun 15, 2025Updated last year
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆172Oct 13, 2025Updated last year
- Tile primitives for speedy kernels☆3,786Sep 12, 2026Updated last month