Alternatives and similar repositories for modyn

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

• stanford-mast / cedar
  ☆13Updated 8 months ago
• feature-store / ralf
  ☆30Updated 2 years ago
• eth-easl / cachew
  ML Input Data Processing as a Service. This repository contains the source code for Cachew (built on top of TensorFlow).
  ☆39Updated 10 months ago
• SymbioticLab / Oobleck
  A resilient distributed training framework
  ☆95Updated last year
• vqpy / vqpy
  VQPy: An object-oriented approach to modern video analytics
  ☆42Updated 8 months ago
• project-etalon / etalon
  LLM Serving Performance Evaluation Harness
  ☆79Updated 4 months ago
• DS3Lab / DT-FM
  ☆94Updated 3 years ago
• HuaizhengZhang / MIGProfiler
  Multi-Instance-GPU profiling tool
  ☆60Updated 2 years ago
• WukLab / preble
  Stateful LLM Serving
  ☆76Updated 4 months ago
• stanford-mast / INFaaS
  Model-less Inference Serving
  ☆88Updated last year
• casys-kaist / EnvPipe
  ☆25Updated last year
• Hsword / SpotServe
  SpotServe: Serving Generative Large Language Models on Preemptible Instances
  ☆123Updated last year
• suquark / hoplite
  ☆45Updated 3 years ago
• microsoft / ParrotServe
  [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable
  ☆168Updated 9 months ago
• hao-ai-lab / MuxServe
  ☆64Updated last year
• pytorch / torchsnapshot
  A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…
  ☆158Updated 3 weeks ago
• CentML / DeepView.Profile
  🏙 Interactive performance profiling and debugging tool for PyTorch neural networks.
  ☆64Updated 5 months ago
• DachengLi1 / AMP
  (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.
  ☆40Updated 2 years ago
• petuum / adaptdl
  Resource-adaptive cluster scheduler for deep learning training.
  ☆445Updated 2 years ago
• ml-energy / zeus
  Measure and optimize the energy consumption of your AI applications!
  ☆274Updated this week
• dywsjtu / apparate
  Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]
  ☆25Updated 7 months ago
• awslabs / slapo
  A schedule language for large model training
  ☆149Updated last year
• msr-fiddle / CheckFreq
  ☆54Updated 4 years ago
• Azure / msccl
  Microsoft Collective Communication Library
  ☆64Updated 7 months ago
• petuum / autodist
  Simple Distributed Deep Learning on TensorFlow
  ☆133Updated last month
• awslabs / lorien
  ☆43Updated last year
• WukLab / InferCept
  ☆27Updated last year
• microsoft / tokenweave
  Efficient Compute-Communication Overlap for Distributed LLM Inference
  ☆22Updated 2 weeks ago
• microsoft / varuna
  ☆251Updated 11 months ago
• DS3Lab / LambdaML
  Machine learning on serverless platform
  ☆9Updated 3 years ago