Alternatives and similar repositories for AutoFreeze

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

• Distributed-AI / PipeTransformer
  PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models. ICML 2021
  ☆56Updated 4 years ago
• DS3Lab / DT-FM
  ☆94Updated 3 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
• lzhangbv / dear_pytorch
  [ICDCS 2023] DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce Pipelining
  ☆12Updated last year
• Ying1123 / llm-caching-multiplexing
  ☆20Updated 2 years ago
• bytedance / QSync
  Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".
  ☆20Updated last year
• GuanhuaWang / sensAI
  sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data
  ☆64Updated last year
• lzhangbv / acpsgd
  [ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning
  ☆10Updated 2 years ago
• epfml / powersgd
  Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727
  ☆147Updated 10 months ago
• facebookresearch / fairring
  Fairring (FAIR + Herring) is a plug-in for PyTorch that provides a process group for distributed training that outperforms NCCL at large …
  ☆65Updated 3 years ago
• petuum / autodist
  Simple Distributed Deep Learning on TensorFlow
  ☆133Updated 2 months ago
• guanh01 / CS692-mlsys
  This is the (evolving) reading list for the seminar.
  ☆59Updated 4 years ago
• 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
• DachengLi1 / AMP
  (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.
  ☆40Updated 2 years ago
• SymbioticLab / ModelKeeper
  A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup
  ☆35Updated 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 8 months ago
• parasj / checkmate
  Training neural networks in TensorFlow 2.0 with 5x less memory
  ☆132Updated 3 years ago
• spcl / substation
  Research and development for optimizing transformers
  ☆129Updated 4 years ago
• S-Lab-System-Group / Hydro
  Surrogate-based Hyperparameter Tuning System
  ☆27Updated 2 years ago
• jasperzhong / read-papers-and-code
  My paper/code reading notes in Chinese
  ☆46Updated 2 months ago
• octoml / synr
  A library for syntactically rewriting Python programs, pronounced (sinner).
  ☆69Updated 3 years ago
• ruipeterpan / paper_notes
  Personal blog + reading notes on system-ish papers
  ☆15Updated last year
• saareliad / FTPipe
  FTPipe and related pipeline model parallelism research.
  ☆41Updated 2 years ago
• Youhe-Jiang / IJCAI2023-OptimalShardedDataParallel
  [IJCAI2023] An automated parallel training system that combines the advantages from both data and model parallelism. If you have any inte…
  ☆52Updated 2 years ago
• byteps / examples
  BytePS examples (Vision, NLP, GAN, etc)
  ☆19Updated 2 years ago
• uw-mad-dash / Accordion
  Code for reproducing experiments performed for Accoridon
  ☆13Updated 4 years ago
• dywsjtu / apparate
  Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]
  ☆25Updated 9 months ago
• pytorch / torchsnapshot
  A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…
  ☆159Updated 2 months ago
• jiazhihao / attention_superoptimizer
  An Attention Superoptimizer
  ☆22Updated 7 months ago
• yandex-research / moshpit-sgd
  "Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices", official implementation
  ☆29Updated 6 months ago