zhuzilin / ring-flash-attentionLinks
Ring attention implementation with flash attention
☆923Updated 2 months ago
Alternatives and similar repositories for ring-flash-attention
Users that are interested in ring-flash-attention are comparing it to the libraries listed below
Sorting:
- USP: Unified (a.k.a. Hybrid, 2D) Sequence Parallel Attention for Long Context Transformers Model Training and Inference☆605Updated last month
- Large Context Attention☆753Updated last month
- Zero Bubble Pipeline Parallelism☆437Updated 6 months ago
- Microsoft Automatic Mixed Precision Library☆627Updated last year
- 🐳 Efficient Triton implementations for "Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention"☆925Updated 8 months ago
- Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch☆545Updated 6 months ago
- [ICLR 2025] DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads☆507Updated 9 months ago
- PyTorch bindings for CUTLASS grouped GEMM.☆169Updated last month
- Train speculative decoding models effortlessly and port them smoothly to SGLang serving.☆498Updated this week
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,305Updated 8 months ago
- Fast inference from large lauguage models via speculative decoding☆859Updated last year
- [NeurIPS'23] H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.☆488Updated last year
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆218Updated last year
- A PyTorch Native LLM Training Framework (Since 2023)☆889Updated this week
- 🚀 Efficiently (pre)training foundation models with native PyTorch features, including FSDP for training and SDPA implementation of Flash…☆271Updated this week
- Scalable toolkit for efficient model alignment☆847Updated last month
- A throughput-oriented high-performance serving framework for LLMs☆918Updated last month
- [MLSys'25] QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving; [MLSys'25] LServe: Efficient Long-sequence LLM Se…☆786Updated 8 months ago
- VeOmni: Scaling Any Modality Model Training with Model-Centric Distributed Recipe Zoo☆1,338Updated this week
- Distributed Compiler based on Triton for Parallel Systems☆1,251Updated last week
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆750Updated last year
- ByteCheckpoint: An Unified Checkpointing Library for LFMs☆252Updated 4 months ago
- LLM KV cache compression made easy☆694Updated last week
- HuggingFace conversion and training library for Megatron-based models☆228Updated this week
- Tutel MoE: Optimized Mixture-of-Experts Library, Support GptOss/DeepSeek/Kimi-K2/Qwen3 using FP8/NVFP4/MXFP4☆943Updated 2 weeks ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆353Updated 4 months ago
- FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.☆954Updated last year
- A collection of memory efficient attention operators implemented in the Triton language.☆283Updated last year
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,157Updated 2 months ago
- ☆347Updated last year