Alternatives and similar repositories for modyn

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

• vqpy / vqpy
  VQPy: An object-oriented approach to modern video analytics
  ☆42Updated 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
• WukLab / preble
  Stateful LLM Serving
  ☆88Updated 8 months ago
• SymbioticLab / Oobleck
  A resilient distributed training framework
  ☆96Updated last year
• project-etalon / etalon
  LLM Serving Performance Evaluation Harness
  ☆80Updated 8 months ago
• stanford-mast / INFaaS
  Model-less Inference Serving
  ☆91Updated 2 years ago
• HuaizhengZhang / MIGProfiler
  Multi-Instance-GPU profiling tool
  ☆60Updated 2 years ago
• msr-fiddle / DS-Analyzer
  ☆38Updated 4 years ago
• meta-pytorch / torchsnapshot
  A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…
  ☆161Updated 2 months ago
• ml-energy / zeus
  Measure and optimize the energy consumption of your AI applications!
  ☆307Updated last week
• feature-store / ralf
  ☆31Updated 3 years ago
• microsoft / ParrotServe
  [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable
  ☆191Updated last year
• alibaba / ServeGen
  A framework for generating realistic LLM serving workloads
  ☆79Updated last month
• S-Lab-System-Group / Hydro
  Surrogate-based Hyperparameter Tuning System
  ☆27Updated 2 years ago
• awslabs / slapo
  A schedule language for large model training
  ☆151Updated 3 months ago
• ByteDance-Seed / StragglerAnalysis
  ☆43Updated 6 months ago
• hao-ai-lab / MuxServe
  ☆79Updated last month
• DS3Lab / DT-FM
  ☆93Updated 3 years ago
• geoffxy / habitat
  🔮 Execution time predictions for deep neural network training iterations across different GPUs.
  ☆62Updated 2 years ago
• Azure / msccl
  Microsoft Collective Communication Library
  ☆66Updated 11 months ago
• tyler-griggs / melange-release
  ☆48Updated last year
• alpa-projects / mms
  AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)
  ☆91Updated 2 years ago
• meta-pytorch / kraken
  Triton-based Symmetric Memory operators and examples
  ☆63Updated last month
• microsoft / varuna
  ☆252Updated last year
• ByteDance-Seed / ByteCheckpoint
  ByteCheckpoint: An Unified Checkpointing Library for LFMs
  ☆252Updated 4 months ago
• casys-kaist / EnvPipe
  ☆25Updated 2 years ago
• MaoZiming / papers
  Paper-reading notes for Berkeley OS prelim exam.
  ☆14Updated last year
• microsoft / SuperScaler
  An experimental parallel training platform
  ☆56Updated last year
• WukLab / InferCept
  ☆31Updated last year
• dywsjtu / apparate
  Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]
  ☆25Updated last year