Alternatives and similar repositories for awesomeMLSys

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

• gpu-mode / resource-stream
  GPU programming related news and material links
  ☆1,825Updated 2 months ago
• srush / Triton-Puzzles
  Puzzles for learning Triton
  ☆2,153Updated last year
• rkinas / triton-resources
  A curated list of resources for learning and exploring Triton, OpenAI's programming language for writing efficient GPU code.
  ☆438Updated 9 months ago
• hkproj / 100-days-of-gpu
  ☆400Updated 8 months ago
• rkinas / cuda-learning
  This repository is a curated collection of resources, tutorials, and practical examples designed to guide you through the journey of mast…
  ☆423Updated 9 months ago
• HazyResearch / aisys-building-blocks
  Building blocks for foundation models.
  ☆583Updated last year
• a-hamdi / GPU
  100 days of building GPU kernels!
  ☆547Updated 7 months ago
• Maharshi-Pandya / cudacodes
  Learnings and programs related to CUDA
  ☆428Updated 5 months ago
• huggingface / picotron
  Minimalistic 4D-parallelism distributed training framework for education purpose
  ☆1,911Updated 3 months ago
• jax-ml / scaling-book
  Home for "How To Scale Your Model", a short blog-style textbook about scaling LLMs on TPUs
  ☆724Updated last week
• tugot17 / pmpp
  Complete solutions to the Programming Massively Parallel Processors Edition 4
  ☆595Updated 5 months ago
• siboehm / SGEMM_CUDA
  Fast CUDA matrix multiplication from scratch
  ☆974Updated 3 months ago
• cfregly / ai-performance-engineering
  ☆712Updated this week
• srush / LLM-Training-Puzzles
  What would you do with 1000 H100s...
  ☆1,133Updated last year
• EleutherAI / cookbook
  Deep learning for dummies. All the practical details and useful utilities that go into working with real models.
  ☆829Updated 4 months ago
• 1y33 / 100Days
  GPU Kernels
  ☆210Updated 7 months ago
• R100001 / Programming-Massively-Parallel-Processors
  ☆202Updated last year
• clu0 / unet.cu
  UNet diffusion model in pure CUDA
  ☆655Updated last year
• mlops-discord / gpu-optimization-workshop
  Slides, notes, and materials for the workshop
  ☆335Updated last year
• MekkCyber / CutlassAcademy
  A curated collection of resources, tutorials, and best practices for learning and mastering NVIDIA CUTLASS
  ☆244Updated 7 months ago
• CisMine / Parallel-Computing-Cuda-C
  CUDA Learning guide
  ☆493Updated last year
• LambdaLabsML / distributed-training-guide
  Best practices & guides on how to write distributed pytorch training code
  ☆546Updated last month
• andrewkchan / yalm
  Yet Another Language Model: LLM inference in C++/CUDA, no libraries except for I/O
  ☆537Updated 2 months ago
• rwitten / HighPerfLLMs2024
  ☆545Updated last year
• arpitingle / gpu-alpha
  High Quality Resources on GPU Programming/Architecture
  ☆589Updated last year
• hkproj / triton-flash-attention
  ☆223Updated 11 months ago
• gpu-mode / lectures
  Material for gpu-mode lectures
  ☆5,384Updated 3 weeks ago
• AdepojuJeremy / CUDA-120-DAYS--CHALLENGE
  A 120-day CUDA learning plan covering daily concepts, exercises, pitfalls, and references (including “Programming Massively Parallel Proc…
  ☆813Updated 8 months ago
• ScalingIntelligence / KernelBench
  KernelBench: Can LLMs Write GPU Kernels? - Benchmark with Torch -> CUDA (+ more DSLs)
  ☆697Updated last week
• tspeterkim / flash-attention-minimal
  Flash Attention in ~100 lines of CUDA (forward pass only)
  ☆1,009Updated 11 months ago