Dao-AILab / sonic-moeLinks
Accelerating MoE with IO and Tile-aware Optimizations
☆351Updated this week
Alternatives and similar repositories for sonic-moe
Users that are interested in sonic-moe are comparing it to the libraries listed below
Sorting:
- PyTorch bindings for CUTLASS grouped GEMM.☆135Updated 6 months ago
- Autonomous GPU Kernel Generation via Deep Agents☆187Updated this week
- ☆97Updated last year
- Tritonbench is a collection of PyTorch custom operators with example inputs to measure their performance.☆301Updated this week
- Applied AI experiments and examples for PyTorch☆311Updated 3 months ago
- Triton-based implementation of Sparse Mixture of Experts.☆253Updated 2 months ago
- Distributed MoE in a Single Kernel [NeurIPS '25]☆155Updated this week
- A Quirky Assortment of CuTe Kernels☆701Updated this week
- ☆263Updated this week
- kernels, of the mega variety☆631Updated 2 months ago
- Fast low-bit matmul kernels in Triton☆410Updated this week
- Best practices for training DeepSeek, Mixtral, Qwen and other MoE models using Megatron Core.☆137Updated last month
- Cataloging released Triton kernels.☆277Updated 3 months ago
- Allow torch tensor memory to be released and resumed later☆187Updated 2 weeks ago
- Utility scripts for PyTorch (e.g. Make Perfetto show some disappearing kernels, Memory profiler that understands more low-level allocatio…☆72Updated 3 months ago
- DeeperGEMM: crazy optimized version☆73Updated 7 months ago
- Collection of kernels written in Triton language☆172Updated 8 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆357Updated 5 months ago
- QuTLASS: CUTLASS-Powered Quantized BLAS for Deep Learning☆147Updated last month
- An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).☆276Updated 5 months ago
- 16-fold memory access reduction with nearly no loss☆109Updated 8 months ago
- Building the Virtuous Cycle for AI-driven LLM Systems☆98Updated this week
- extensible collectives library in triton☆91Updated 8 months ago
- ☆151Updated 11 months ago
- Code for paper: [ICLR2025 Oral] FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference☆158Updated 2 months ago
- [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving☆331Updated last year
- PyTorch bindings for CUTLASS grouped GEMM.☆174Updated this week
- ☆34Updated 9 months ago
- ☆114Updated 7 months ago
- Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training☆219Updated last year