MayDomine / Burst-AttentionLinks
Distributed IO-aware Attention algorithm
☆22Updated 3 months ago
Alternatives and similar repositories for Burst-Attention
Users that are interested in Burst-Attention are comparing it to the libraries listed below
Sorting:
- Odysseus: Playground of LLM Sequence Parallelism☆78Updated last year
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆219Updated last year
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆112Updated 9 months ago
- ☆78Updated 3 weeks ago
- 16-fold memory access reduction with nearly no loss☆109Updated 9 months ago
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆40Updated last year
- An easy-to-use package for implementing SmoothQuant for LLMs☆110Updated 8 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆135Updated last year
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆175Updated last year
- REST: Retrieval-Based Speculative Decoding, NAACL 2024☆213Updated 3 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆89Updated last year
- ☆84Updated 8 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆135Updated 6 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆177Updated last week
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆63Updated last year
- ☆133Updated 6 months ago
- [ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training☆256Updated 4 months ago
- Sequence-level 1F1B schedule for LLMs.☆18Updated last year
- ☆21Updated 8 months ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆159Updated 2 months ago
- Accelerate LLM preference tuning via prefix sharing with a single line of code☆51Updated 5 months ago
- Vocabulary Parallelism☆24Updated 9 months ago
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆151Updated 4 months ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆52Updated last year
- Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton☆39Updated 10 months ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆331Updated last year
- ☆206Updated 7 months ago
- ☆156Updated 10 months ago
- ☆153Updated 9 months ago
- Vortex: A Flexible and Efficient Sparse Attention Framework☆43Updated 3 weeks ago