Alternatives and similar repositories for AI-System-School:

Users that are interested in AI-System-School are comparing it to the libraries listed below

• ucbrise / cs294-ai-sys-sp19
  CS294; AI For Systems and Systems For AI
  ☆224Updated 5 years ago
• AmberLJC / LLMSys-PaperList
  Large Language Model (LLM) Systems Paper List
  ☆732Updated this week
• bharathgs / Awesome-Distributed-Deep-Learning
  A curated list of awesome Distributed Deep Learning resources.
  ☆412Updated 5 months ago
• openmlsys / openmlsys-zh
  《Machine Learning Systems: Design and Implementation》- Chinese Version
  ☆4,180Updated 9 months ago
• d2l-ai / d2l-tvm
  Dive into Deep Learning Compiler
  ☆646Updated 2 years ago
• AmadeusChan / Awesome-LLM-System-Papers
  ☆525Updated 4 months ago
• Jack47 / hack-SysML
  The road to hack SysML and become an system expert
  ☆460Updated 3 months ago
• BBuf / how-to-optim-algorithm-in-cuda
  how to optimize some algorithm in cuda.
  ☆1,827Updated this week
• gpu-mode / lectures
  Material for gpu-mode lectures
  ☆3,501Updated last week
• mlc-ai / mlc-zh
  ☆598Updated 7 months ago
• microsoft / AI-System
  System for AI Education Resource.
  ☆3,764Updated 2 months ago
• DefTruth / CUDA-Learn-Notes
  📚200+ Tensor/CUDA Cores Kernels, ⚡️flash-attn-mma, ⚡️hgemm with WMMA, MMA and CuTe (98%~100% TFLOPS of cuBLAS/FA2 🎉🎉).
  ☆1,979Updated this week
• mosharaf / eecs598
  Advanced Topics on Systems for X
  ☆264Updated 6 months ago
• DefTruth / Awesome-LLM-Inference
  📖A curated list of Awesome LLM/VLM Inference Papers with codes, such as FlashAttention, PagedAttention, Parallelism, etc. 🎉🎉
  ☆3,221Updated this week
• BBuf / tvm_mlir_learn
  compiler learning resources collect.
  ☆2,238Updated 7 months ago
• PKUFlyingPig / CMU10-714
  Learning material for CMU10-714: Deep Learning System
  ☆229Updated 8 months ago
• gpu-mode / resource-stream
  GPU programming related news and material links
  ☆1,312Updated last week
• minitorch / minitorch
  The full minitorch student suite.
  ☆1,985Updated 5 months ago
• gpu-mode / awesomeMLSys
  An ML Systems Onboarding list
  ☆647Updated 2 months ago
• flashinfer-ai / flashinfer
  FlashInfer: Kernel Library for LLM Serving
  ☆1,797Updated this week
• tqchen / tinyflow
  Tutorial code on how to build your own Deep Learning System in 2k Lines
  ☆2,006Updated 6 years ago
• Efficient-ML / Awesome-Model-Quantization
  A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are co…
  ☆1,958Updated 2 months ago
• mlc-ai / mlc-en
  ☆394Updated 3 months ago
• cedrickchee / awesome-ml-model-compression
  Awesome machine learning model compression research papers, quantization, tools, and learning material.
  ☆499Updated 3 months ago
• bytedance / byteps
  A high performance and generic framework for distributed DNN training
  ☆3,655Updated last year
• lambda7xx / awesome-AI-system
  paper and its code for AI System
  ☆257Updated this week
• Shenggan / awesome-distributed-ml
  A curated list of awesome projects and papers for distributed training or inference
  ☆207Updated 3 months ago
• zc911 / MatrixSlow
  A simple deep learning framework in pure python for purpose of learning in DL
  ☆431Updated 2 years ago
• flexflow / flexflow-train
  Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training
  ☆1,749Updated this week
• hibayesian / awesome-automl-papers
  A curated list of automated machine learning papers, articles, tutorials, slides and projects
  ☆4,047Updated 7 months ago