Alternatives and similar repositories for hw1

Users that are interested in hw1 are comparing it to the libraries listed below

• dlsyscourse / hw0
  ☆32Updated last year
• CalvinXKY / mfu_calculation
  A simple calculation for LLM MFU.
  ☆38Updated 2 months ago
• alpha0422 / torch-graph
  Simple PyTorch graph capturing.
  ☆19Updated last year
• MDK8888 / vllmini
  A minimal implementation of vllm.
  ☆40Updated 9 months ago
• l1nkr / DL-Compiler-Navigation
  Machine Learning Compiler Road Map
  ☆44Updated last year
• infinigence / FlashOverlap
  A lightweight design for computation-communication overlap.
  ☆113Updated last week
• chenhongyu2048 / LLM-inference-optimization-paper
  Summary of some awesome work for optimizing LLM inference
  ☆73Updated last month
• LeiWang1999 / AutoGPTQ.tvm
  GPTQ inference TVM kernel
  ☆38Updated last year
• dlsyscourse / lecture5
  ☆20Updated 8 months ago
• luliyucoordinate / cute-flash-attention
  Implement Flash Attention using Cute.
  ☆82Updated 5 months ago
• WukLab / preble
  Stateful LLM Serving
  ☆67Updated 2 months ago
• Chtholly-Boss / swizzle
  A practical way of learning Swizzle
  ☆19Updated 3 months ago
• InternLM / Awesome-LLM-Training-System
  ☆36Updated 9 months ago
• S-Lab-System-Group / Awesome-ML-for-System
  SOTA Learning-augmented Systems
  ☆36Updated 2 years ago
• dlsyscourse / hw2
  ☆7Updated 7 months ago
• Bruce-Lee-LY / decoding_attention
  Decoding Attention is specially optimized for MHA, MQA, GQA and MLA using CUDA core for the decoding stage of LLM inference.
  ☆36Updated last month
• AlibabaPAI / FLASHNN
  ☆94Updated 8 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
  ☆15Updated 11 months ago
• ademeure / DeeperGEMM
  DeeperGEMM: crazy optimized version
  ☆69Updated last week
• triton-lang / kernels
  ☆79Updated 6 months ago
• xlite-dev / HGEMM
  ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.
  ☆76Updated last week
• microsoft / ParrotServe
  [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable
  ☆155Updated 7 months ago
• sgl-project / tensorrt-demo
  TensorRT LLM Benchmark Configuration
  ☆13Updated 9 months ago
• fanshiqing / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆121Updated 4 months ago
• SymbioticLab / Oobleck
  A resilient distributed training framework
  ☆95Updated last year
• WukLab / InferCept
  ☆24Updated 10 months ago
• gpu-mode / ring-attention
  ring-attention experiments
  ☆142Updated 6 months ago
• quiver-team / quiver-feature
  High performance RDMA-based distributed feature collection component for training GNN model on EXTREMELY large graph
  ☆53Updated 2 years ago
• flexflow / flexflow-serve
  FlexFlow Serve: Low-Latency, High-Performance LLM Serving
  ☆39Updated last week
• harleyszhang / llm_counts
  llm theoretical performance analysis tools and support params, flops, memory and latency analysis.
  ☆88Updated 4 months ago