Alternatives and similar repositories for stanford-sysml-seminar.github.io

Users that are interested in stanford-sysml-seminar.github.io are comparing it to the libraries listed below

• YuhanLiu11 / AutoFreeze
  ☆22Updated 4 years ago
• Ying1123 / awesome-neural-symbolic
  A list of awesome neural symbolic papers.
  ☆48Updated 3 years ago
• Ying1123 / llm-caching-multiplexing
  ☆20Updated 2 years ago
• tanyuqian / redco
  NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
  ☆68Updated 9 months ago
• yandex-research / moshpit-sgd
  "Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices", official implementation
  ☆29Updated 7 months ago
• google-research-datasets / tpu_graphs
  ☆125Updated last year
• DS3Lab / CocktailSGD
  ☆27Updated 2 years ago
• guanh01 / CS692-mlsys
  This is the (evolving) reading list for the seminar.
  ☆60Updated 4 years ago
• HazyResearch / mongoose
  A Learnable LSH Framework for Efficient NN Training
  ☆32Updated 4 years ago
• DS3Lab / AC-SGD
  Code associated with the paper **Fine-tuning Language Models over Slow Networks using Activation Compression with Guarantees**.
  ☆28Updated 2 years ago
• DS3Lab / DT-FM
  ☆94Updated 3 years ago
• ml-energy / leaderboard
  How much energy do GenAI models consume?
  ☆47Updated 4 months ago
• vijay03 / asstprofbook
  Github repo backing website for the CS Assistant Professor Handbook
  ☆27Updated last year
• eth-easl / cachew
  ML Input Data Processing as a Service. This repository contains the source code for Cachew (built on top of TensorFlow).
  ☆39Updated last year
• ruipeterpan / paper_notes
  Personal blog + reading notes on system-ish papers
  ☆15Updated last year
• skypilot-org / skypilot-catalog
  ☆25Updated this week
• Distributed-AI / PipeTransformer
  PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models. ICML 2021
  ☆56Updated 4 years ago
• aniquetahir / JORA
  JORA: JAX Tensor-Parallel LoRA Library (ACL 2024)
  ☆36Updated last year
• ray-project / distml
  Distributed ML Optimizer
  ☆32Updated 4 years ago
• meta-pytorch / torchsnapshot
  A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…
  ☆161Updated last week
• ucbrise / cs294-ai-sys-fa19
  CS294-162; Machine Learning Systems Seminar
  ☆31Updated 2 years ago
• facebookresearch / MODel_opt
  Memory Optimizations for Deep Learning (ICML 2023)
  ☆107Updated last year
• feifeibear / PSTensor
  PSTensor provides a way to hack the memory management of tensors in TensorFlow and PyTorch by defining your own C++ Tensor Class.
  ☆10Updated 3 years ago
• petuum / autodist
  Simple Distributed Deep Learning on TensorFlow
  ☆133Updated 3 months ago
• lzhangbv / dear_pytorch
  [ICDCS 2023] DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce Pipelining
  ☆12Updated last year
• UmerHA / triton_util
  Make triton easier
  ☆47Updated last year
• ruipeterpan / torch_profiler
  Simple PyTorch profiler that combines DeepSpeed Flops Profiler and TorchInfo
  ☆11Updated 2 years ago
• exoshuffle / raysort
  ☆15Updated 2 years ago
• RulinShao / FastCkpt
  Python package for rematerialization-aware gradient checkpointing
  ☆26Updated last year
• feature-store / ralf
  ☆30Updated 3 years ago