skylight-org / sparse-attention-hubLinks
Advancing the frontier of efficient AI
☆48Updated this week
Alternatives and similar repositories for sparse-attention-hub
Users that are interested in sparse-attention-hub are comparing it to the libraries listed below
Sorting:
- ☆15Updated last year
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆41Updated 2 weeks ago
- Beyond KV Caching: Shared Attention for Efficient LLMs☆20Updated last year
- Official Implementation of FastKV: Decoupling of Context Reduction and KV Cache Compression for Prefill-Decoding Acceleration☆29Updated last month
- The evaluation framework for training-free sparse attention in LLMs☆108Updated 2 months ago
- Kinetics: Rethinking Test-Time Scaling Laws☆85Updated 6 months ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆52Updated last year
- [ICML 2025] LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models☆17Updated 2 months ago
- An efficient implementation of the NSA (Native Sparse Attention) kernel☆128Updated 6 months ago
- The open-source materials for paper "Sparsing Law: Towards Large Language Models with Greater Activation Sparsity".☆29Updated last year
- ☆61Updated 6 months ago
- Repository for the Q-Filters method (https://arxiv.org/pdf/2503.02812)☆35Updated 10 months ago
- Code for "Adaptive Self-improvement LLM Agentic System for ML Library Development" (ICML 2025)☆14Updated this week
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models" [AISTATS …☆60Updated last year
- Sirius, an efficient correction mechanism, which significantly boosts Contextual Sparsity models on reasoning tasks while maintaining its…☆21Updated last year
- ☆60Updated 5 months ago
- (ACL 2025 oral) SCOPE: Optimizing KV Cache Compression in Long-context Generation☆33Updated 7 months ago
- LongAttn :Selecting Long-context Training Data via Token-level Attention☆15Updated 5 months ago
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆39Updated 10 months ago
- ☆39Updated last year
- ☆14Updated 8 months ago
- ☆62Updated 6 months ago
- Code and Configs for Asynchronous RLHF: Faster and More Efficient RL for Language Models☆68Updated 8 months ago
- ☆21Updated 8 months ago
- [ICML 2025] From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories and Applications☆52Updated 2 months ago
- 🔥 LLM-powered GPU kernel synthesis: Train models to convert PyTorch ops into optimized Triton kernels via SFT+RL. Multi-turn compilation…☆110Updated 2 months ago
- ☆15Updated last year
- LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification☆72Updated 5 months ago
- ☆102Updated 10 months ago
- The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.☆90Updated 5 months ago