Alternatives and similar repositories for hack-SysML

Users that are interested in hack-SysML are comparing it to the libraries listed below

• BBuf / how-to-learn-deep-learning-framework
  how to learn PyTorch and OneFlow
  ☆441Updated last year
• PKU-DAIR / Hetu
  A high-performance distributed deep learning system targeting large-scale and automated distributed training.
  ☆313Updated 2 months ago
• mlc-ai / mlc-zh
  ☆611Updated last year
• sgl-project / sgl-learning-materials
  Materials for learning SGLang
  ☆481Updated last week
• LLMServe / DistServe
  Disaggregated serving system for Large Language Models (LLMs).
  ☆642Updated 3 months ago
• ConnollyLeon / awesome-Auto-Parallelism
  A baseline repository of Auto-Parallelism in Training Neural Networks
  ☆144Updated 3 years ago
• antgroup / glake
  GLake: optimizing GPU memory management and IO transmission.
  ☆470Updated 3 months ago
• lambda7xx / awesome-AI-system
  paper and its code for AI System
  ☆316Updated 3 months ago
• Sunt-ing / stick
  A PyTorch-like deep learning framework. Just for fun.
  ☆156Updated last year
• Oneflow-Inc / DLPerf
  DeepLearning Framework Performance Profiling Toolkit
  ☆285Updated 3 years ago
• AmadeusChan / Awesome-LLM-System-Papers
  ☆601Updated 2 months ago
• PaddleJitLab / CUDATutorial
  A self-learning tutorail for CUDA High Performance Programing.
  ☆680Updated 2 weeks ago
• Shenggan / awesome-distributed-ml
  A curated list of awesome projects and papers for distributed training or inference
  ☆238Updated 9 months ago
• bytedance / ByteTransformer
  optimized BERT transformer inference on NVIDIA GPU. https://arxiv.org/abs/2210.03052
  ☆475Updated last year
• kwai / Megatron-Kwai
  [USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Paral…
  ☆58Updated 11 months ago
• volcengine / veScale
  A PyTorch Native LLM Training Framework
  ☆831Updated last week
• ifromeast / cuda_learning
  learning how CUDA works
  ☆282Updated 4 months ago
• eedalong / ECE408
  Code base and slides for ECE408：Applied Parallel Programming On GPU.
  ☆127Updated 4 years ago
• SiriusNEO / Triton-Puzzles-Lite
  Puzzles for learning Triton, play it with minimal environment configuration!
  ☆416Updated 7 months ago
• FlagOpen / FlagGems
  FlagGems is an operator library for large language models implemented in the Triton Language.
  ☆624Updated this week
• alibaba / EasyParallelLibrary
  Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed model training.
  ☆267Updated 2 years ago
• galeselee / Awesome_LLM_System-PaperList
  Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…
  ☆259Updated 4 months ago
• MLSys-Learner-Resources / Awesome-MLSys-Blogger
  The repository has collected a batch of noteworthy MLSys bloggers (Algorithms/Systems)
  ☆252Updated 6 months ago
• sail-sg / zero-bubble-pipeline-parallelism
  Zero Bubble Pipeline Parallelism
  ☆406Updated 2 months ago
• Hsword / Hetu
  A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, …
  ☆115Updated last year
• Tencent / KsanaLLM
  ☆463Updated this week
• ByteDance-Seed / Triton-distributed
  Distributed Compiler based on Triton for Parallel Systems
  ☆880Updated last week
• FlagOpen / FlagScale
  FlagScale is a large model toolkit based on open-sourced projects.
  ☆325Updated this week
• 66RING / tiny-flash-attention
  flash attention tutorial written in python, triton, cuda, cutlass
  ☆381Updated 2 months ago
• harleyszhang / llm_counts
  llm theoretical performance analysis tools and support params, flops, memory and latency analysis.
  ☆98Updated this week