MayDomine / Burst-Attention
Distributed IO-aware Attention algorithm
☆20Updated 8 months ago
Alternatives and similar repositories for Burst-Attention:
Users that are interested in Burst-Attention are comparing it to the libraries listed below
- Odysseus: Playground of LLM Sequence Parallelism☆69Updated 10 months ago
- Sequence-level 1F1B schedule for LLMs.☆17Updated 11 months ago
- Vocabulary Parallelism☆19Updated last month
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆209Updated 8 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆116Updated 5 months ago
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆103Updated last month
- ☆20Updated 3 weeks ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆73Updated 8 months ago
- Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry☆40Updated last year
- Linear Attention Sequence Parallelism (LASP)☆82Updated 11 months ago
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆161Updated 9 months ago
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆45Updated 6 months ago
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆39Updated last year
- Best practices for testing advanced Mixtral, DeepSeek, and Qwen series MoE models using Megatron Core MoE.☆10Updated 2 weeks ago
- ☆104Updated 8 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆88Updated last week
- ☆68Updated 3 months ago
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆54Updated 10 months ago
- Accelerate LLM preference tuning via prefix sharing with a single line of code☆40Updated last week
- Flash-Muon: An Efficient Implementation of Muon Optimzer☆91Updated this week
- ☆22Updated last year
- An easy-to-use package for implementing SmoothQuant for LLMs☆97Updated last month
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆100Updated 3 weeks ago
- 16-fold memory access reduction with nearly no loss☆91Updated last month
- A prototype repo for hybrid training of pipeline parallel and distributed data parallel with comments on core code snippets. Feel free to…☆55Updated last year
- Repository for CPU Kernel Generation for LLM Inference☆26Updated last year
- ☆84Updated last month
- ☆44Updated last year
- ☆74Updated 3 weeks ago
- An innovative method expediting LLMs via streamlined semi-autoregressive generation and draft verification.☆25Updated 3 weeks ago