SeerAttention: Learning Intrinsic Sparse Attention in Your LLMs
☆222Jul 10, 2026Updated 3 months ago
Alternatives and similar repositories for SeerAttention
Users that are interested in SeerAttention 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 sparse attention kernel supporting mix sparse patterns☆566Jan 18, 2026Updated 9 months ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆172Oct 13, 2025Updated last year
- [ICLR2025 Spotlight] MagicPIG: LSH Sampling for Efficient LLM Generation☆256Dec 16, 2024Updated last year
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆414Jul 10, 2025Updated last year
- [ICML 2025] XAttention: Block Sparse Attention with Antidiagonal Scoring☆287Jul 6, 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.
- ☆255Nov 19, 2025Updated 11 months ago
- [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 implementations for "Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention"☆1,026Feb 5, 2026Updated 8 months ago
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆544Feb 10, 2025Updated last year
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆268Sep 12, 2025Updated last year
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆57Aug 6, 2025Updated last year
- Efficient triton implementation of Native Sparse Attention.☆285May 23, 2025Updated last year
- ☆104Feb 11, 2026Updated 8 months ago
- Elastic Attention: Test-time Adaptive Sparsity Ratios for Efficient Transformers☆24May 26, 2026Updated 5 months ago
- 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.
- The evaluation framework for training-free sparse attention in LLMs☆134Jan 27, 2026Updated 9 months ago
- [NeurIPS'25 Spotlight] Adaptive Attention Sparsity with Hierarchical Top-p Pruning☆110Aug 31, 2026Updated 2 months ago
- [HPCA 2026] A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆103May 14, 2026Updated 5 months ago
- [ICML2025] SpargeAttention: A training-free sparse attention that accelerates any model inference.☆1,266Feb 25, 2026Updated 8 months ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆55Oct 18, 2024Updated 2 years ago
- [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
- 📰 Must-read papers on KV Cache Compression (constantly updating 🤗).☆748Aug 16, 2026Updated 2 months ago
- Adamas: Hadamard Sparse Attention for Efficient Long-context Inference☆15Oct 1, 2026Updated last month
- [ICML 2026] Sparser Block-Sparse Attention via Token Permutation☆33May 22, 2026Updated 5 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- MoBA: Mixture of Block Attention for Long-Context LLMs☆2,197Apr 3, 2025Updated last year
- [ICML2025, NeurIPS2025 Spotlight] Sparse VideoGen 1 & 2: Accelerating Video Diffusion Transformers with Sparse Attention☆712Jul 4, 2026Updated 3 months ago
- [SIGMOD 2025] PQCache: Product Quantization-based KVCache for Long Context LLM Inference☆94Dec 7, 2025Updated 10 months ago
- ☆36Dec 10, 2025Updated 10 months ago
- [ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference☆316May 1, 2025Updated last year
- A Survey of Efficient Attention Methods: Hardware-efficient, Sparse, Compact, and Linear Attention☆314Dec 1, 2025Updated 11 months ago
- [CoLM'25] The official implementation of the paper <MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression>☆162Oct 9, 2026Updated 3 weeks ago
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆70Mar 25, 2025Updated last year
- The Official Implementation of Ada-KV [NeurIPS 2025]☆143Nov 26, 2025Updated 11 months ago
- 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.
- 🚀🚀 Efficient implementations of Native Sparse Attention☆590Sep 17, 2026Updated last month
- Implementation of the paper "ProxyAttn: Guided Sparse Attention via Representative Heads".☆14Mar 9, 2026Updated 7 months ago
- ☆289Jun 6, 2025Updated last year
- ☆15Jan 14, 2026Updated 9 months ago
- [ICML 2026] Less Is More: Training-Free Sparse Attention with Global Locality for Efficient Reasoning☆36Sep 12, 2025Updated last year
- ☆336Jul 10, 2025Updated last year
- https://arxiv.org/abs/2610.13990☆34Oct 15, 2026Updated 2 weeks ago