MayDomine / Burst-AttentionLinks
Distributed IO-aware Attention algorithm
☆23Updated 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☆79Updated last year
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆221Updated last year
- PyTorch bindings for CUTLASS grouped GEMM.☆140Updated 7 months ago
- Sequence-level 1F1B schedule for LLMs.☆19Updated last year
- An easy-to-use package for implementing SmoothQuant for LLMs☆110Updated 9 months ago
- [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…☆64Updated last year
- ☆153Updated 10 months ago
- ☆81Updated last month
- Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)☆113Updated 10 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆182Updated last month
- ☆96Updated 9 months ago
- 16-fold memory access reduction with nearly no loss☆109Updated 9 months ago
- ☆84Updated 9 months ago
- Boosting 4-bit inference kernels with 2:4 Sparsity☆91Updated last year
- ☆132Updated 7 months ago
- QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.☆154Updated 5 months ago
- [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding☆136Updated last year
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆176Updated last year
- A collection of memory efficient attention operators implemented in the Triton language.☆287Updated last year
- Best practices for training DeepSeek, Mixtral, Qwen and other MoE models using Megatron Core.☆152Updated last month
- [ICLR 2025] COAT: Compressing Optimizer States and Activation for Memory-Efficient FP8 Training☆257Updated 5 months ago
- Triton implementation of Flash Attention2.0☆47Updated 2 years ago
- Utility scripts for PyTorch (e.g. Make Perfetto show some disappearing kernels, Memory profiler that understands more low-level allocatio…☆80Updated 4 months ago
- A Suite for Parallel Inference of Diffusion Transformers (DiTs) on multi-GPU Clusters☆55Updated last year
- ☆104Updated last year
- ☆21Updated 9 months ago
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Prompts☆40Updated last year
- Summary of system papers/frameworks/codes/tools on training or serving large model☆57Updated 2 years ago
- ☆117Updated 8 months ago
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆147Updated 3 weeks ago