Alternatives and similar repositories for Awesome-Efficient-LLM

Users that are interested in Awesome-Efficient-LLM are comparing it to the libraries listed below

• DerrickYLJ / TidalDecode
  [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention
  ☆49Updated 3 months ago
• flashinfer-ai / debug-print
  Debug print operator for cudagraph debugging
  ☆14Updated last year
• Qualcomm-AI-research / gptvq
  ☆37Updated last year
• LeiWang1999 / Stream-k.tvm
  ☆19Updated last year
• INT-FlashAttention2024 / INT-FlashAttention
  ☆83Updated 10 months ago
• jiazhihao / attention_superoptimizer
  An Attention Superoptimizer
  ☆22Updated 10 months ago
• casys-kaist / EnvPipe
  ☆25Updated 2 years ago
• microsoft / SparTA
  ☆159Updated last year
• IBM / triton-dejavu
  Framework to reduce autotune overhead to zero for well known deployments.
  ☆88Updated 2 months ago
• ademeure / DeeperGEMM
  DeeperGEMM: crazy optimized version
  ☆73Updated 6 months ago
• ruipeterpan / marconi
  Artifact for "Marconi: Prefix Caching for the Era of Hybrid LLMs" [MLSys '25 Outstanding Paper Award, Honorable Mention]
  ☆46Updated 8 months ago
• VITA-Group / Q-Hitter
  ☆15Updated last year
• sjtu-epcc / DVABatch
  ☆21Updated 3 years ago
• tile-ai / AttentionEngine
  ☆51Updated 6 months ago
• microsoft / tokenweave
  Efficient Compute-Communication Overlap for Distributed LLM Inference
  ☆62Updated last month
• microsoft / TileFusion
  TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.
  ☆102Updated 5 months ago
• chhzh123 / ptc-tutorial
  PyTorch compilation tutorial covering TorchScript, torch.fx, and Slapo
  ☆17Updated 2 years ago
• xxyux / SpInfer
  SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs
  ☆59Updated 8 months ago
• apuaaChen / EVT_AE
  Artifacts of EVT ASPLOS'24
  ☆28Updated last year
• LeiWang1999 / AutoGPTQ.tvm
  GPTQ inference TVM kernel
  ☆40Updated last year
• uwsampl / SparseTIR
  SparseTIR: Sparse Tensor Compiler for Deep Learning
  ☆141Updated 2 years ago
• microsoft / FractalTensor
  FractalTensor is a programming framework that introduces a novel approach to organizing data in deep neural networks (DNNs) as a list of …
  ☆30Updated 11 months ago
• thunlp / TritonBench
  TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators
  ☆95Updated 5 months ago
• AutonomicPerfectionist / PipeInfer
  PipeInfer: Accelerating LLM Inference using Asynchronous Pipelined Speculation
  ☆31Updated last year
• GATECH-EIC / ShiftAddLLM
  ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization
  ☆111Updated last year
• feifeibear / ChituAttention
  Quantized Attention on GPU
  ☆44Updated last year
• eth-easl / deltazip
  Compression for Foundation Models
  ☆34Updated 4 months ago
• stanford-futuredata / stk
  ☆113Updated last year
• flashinfer-ai / cutlass-viz
  ☆65Updated 7 months ago
• cassiewilliam / cuda_op_benchmark
  方便扩展的Cuda算子理解和优化框架，仅用在学习使用
  ☆18Updated last year