Alternatives and similar repositories for SparTA

Users that are interested in SparTA are comparing it to the libraries listed below

• UDC-GAC / venom
  A Vectorized N:M Format for Unleashing the Power of Sparse Tensor Cores
  ☆53Updated last year
• xxyux / SpInfer
  SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs
  ☆57Updated 5 months ago
• AlibabaResearch / flash-llm
  Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity
  ☆219Updated last year
• uwsampl / SparseTIR
  SparseTIR: Sparse Tensor Compiler for Deep Learning
  ☆138Updated 2 years ago
• ParCIS / Chimera
  Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.
  ☆66Updated 5 months ago
• ParCIS / Magicube
  Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.
  ☆89Updated 2 years ago
• LeiWang1999 / tvm_gpu_gemm
  play gemm with tvm
  ☆91Updated 2 years ago
• DD-DuDa / BitDecoding
  A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.
  ☆58Updated 2 weeks ago
• infinigence / FlashOverlap
  A lightweight design for computation-communication overlap.
  ☆165Updated this week
• naver-aics / lut-gemm
  ☆69Updated last year
• UofT-EcoSystem / DietCode
  DietCode Code Release
  ☆65Updated 3 years ago
• microsoft / nnscaler
  nnScaler: Compiling DNN models for Parallel Training
  ☆118Updated 2 weeks ago
• ranggihwang / Pregated_MoE
  ☆52Updated last year
• nox-410 / tvm.tl
  An extention of TVMScript to write simple and high performance GPU kernels with tensorcore.
  ☆51Updated last year
• KuangjuX / NVSHMEM-Tutorial
  NVSHMEM‑Tutorial: Build a DeepEP‑like GPU Buffer
  ☆60Updated last week
• usyd-fsalab / fp6_llm
  An efficient GPU support for LLM inference with x-bit quantization (e.g. FP6,FP5).
  ☆263Updated last month
• thu-pacman / PET
  PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections
  ☆122Updated 3 years ago
• tile-ai / tilescale
  Tile-based language built for AI computation across all scales
  ☆51Updated this week
• Guangxuan-Xiao / torch-int
  This repository contains integer operators on GPUs for PyTorch.
  ☆216Updated last year
• parasailteam / coconet
  ☆82Updated 2 years ago
• abhibambhaniya / GenZ-LLM-Analyzer
  LLM Inference analyzer for different hardware platforms
  ☆89Updated 2 months ago
• facebookexperimental / triton
  Github mirror of trition-lang/triton repo.
  ☆66Updated this week
• humuyan / Korch
  ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch
  ☆38Updated 5 months ago
• osayamenja / Kleos
  Complete GPU residency for ML.
  ☆42Updated last month
• apuaaChen / EVT_AE
  Artifacts of EVT ASPLOS'24
  ☆26Updated last year
• pku-liang / MAGIS
  MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)
  ☆54Updated last year
• AlibabaPAI / FLASHNN
  ☆98Updated last year
• ColfaxResearch / cutlass-kernels
  ☆231Updated last year
• zhuohan123 / terapipe
  ☆75Updated 4 years ago
• INT-FlashAttention2024 / INT-FlashAttention
  ☆81Updated 7 months ago