🐳 Efficient Triton implementations for "Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention"
☆1,018Feb 5, 2026Updated 6 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☆811Aug 15, 2025Updated 11 months ago
- Efficient triton implementation of Native Sparse Attention.☆283May 23, 2025Updated last year
- 🚀 Efficient implementations for emerging model architectures☆5,543Updated this week
- An efficient implementation of the NSA (Native Sparse Attention) kernel☆134Jun 24, 2025Updated last year
- MoBA: Mixture of Block Attention for Long-Context LLMs☆2,162Apr 3, 2025Updated 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.
- Accelerating MoE with IO and Tile-aware Optimizations☆739Jul 4, 2026Updated last month
- ☆253Nov 19, 2025Updated 8 months ago
- A Distributed Attention Towards Linear Scalability for Ultra-Long Context, Heterogeneous Data Training☆907Updated this week
- qwen-nsa☆87Oct 14, 2025Updated 9 months ago
- 🔥 A minimal training framework for scaling FLA models☆410Apr 22, 2026Updated 3 months ago
- A sparse attention kernel supporting mix sparse patterns☆545Jan 18, 2026Updated 6 months ago
- Distributed Compiler based on Triton for Parallel Systems☆1,515Updated this week
- Muon is Scalable for LLM Training☆1,528Aug 3, 2025Updated last year
- ☆136May 29, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Helpful tools and examples for working with flex-attention☆1,224Updated this week
- Quantized Attention on GPU☆45Nov 22, 2024Updated last year
- [ICML2025] SpargeAttention: A training-free sparse attention that accelerates any model inference.☆1,025Feb 25, 2026Updated 5 months ago
- A Quirky Assortment of CuTe Kernels☆1,101Updated this week
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆540Feb 10, 2025Updated last year
- DeeperGEMM: crazy optimized version☆86May 5, 2025Updated last year
- Ring attention implementation with flash attention☆1,045Sep 10, 2025Updated 11 months ago
- DeepSeek Native Sparse Attention pytorch implementation☆119Dec 17, 2025Updated 7 months ago
- FlashInfer: Kernel Library for LLM Serving☆6,145Updated this week
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆285Jun 6, 2025Updated last year
- ☆37Aug 7, 2025Updated last year
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,226Apr 8, 2026Updated 4 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆400Jul 10, 2025Updated last year
- A Survey of Efficient Attention Methods: Hardware-efficient, Sparse, Compact, and Linear Attention☆307Dec 1, 2025Updated 8 months ago
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆7,190Updated this week
- Compact and Agent-Native MoE Training System☆328Jul 31, 2026Updated last week
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆852Mar 6, 2025Updated last year
- [ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training☆263Aug 9, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆65Apr 26, 2025Updated last year
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,353Aug 28, 2025Updated 11 months ago
- Efficient Triton Kernels for LLM Training☆6,561Updated this week
- Tile primitives for speedy kernels☆3,623Jul 13, 2026Updated 3 weeks ago
- ☆53May 19, 2025Updated last year
- ☆125May 19, 2025Updated last year
- USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference☆686May 21, 2026Updated 2 months ago