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 10 months ago
• SymbioticLab / Oobleck
  A resilient distributed training framework
  ☆95Updated last year
• stanford-mast / INFaaS
  Model-less Inference Serving
  ☆92Updated 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
• uclasystem / bamboo
  Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.
  ☆51Updated 2 years ago
• WukLab / preble
  Stateful LLM Serving
  ☆84Updated 6 months ago
• HuaizhengZhang / MIGProfiler
  Multi-Instance-GPU profiling tool
  ☆59Updated 2 years ago
• msr-fiddle / DS-Analyzer
  ☆38Updated 4 years ago
• HPMLL / BurstGPT
  A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems
  ☆205Updated last month
• microsoft / ParrotServe
  [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable
  ☆181Updated 11 months ago
• alpa-projects / mms
  AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)
  ☆85Updated 2 years ago
• suquark / hoplite
  ☆44Updated 4 years ago
• Hsword / SpotServe
  SpotServe: Serving Generative Large Language Models on Preemptible Instances
  ☆129Updated last year
• feature-store / ralf
  ☆30Updated 3 years ago
• uclasystem / dorylus
  Dorylus: Affordable, Scalable, and Accurate GNN Training
  ☆76Updated 4 years ago
• msr-fiddle / CheckFreq
  ☆56Updated 4 years ago
• project-etalon / etalon
  LLM Serving Performance Evaluation Harness
  ☆79Updated 6 months ago
• netx-repo / PipeSwitch
  PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications
  ☆127Updated 3 years ago
• MaoZiming / papers
  Paper-reading notes for Berkeley OS prelim exam.
  ☆14Updated last year
• pytorch / torchsnapshot
  A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…
  ☆161Updated 2 months ago
• S-Lab-System-Group / Hydro
  Surrogate-based Hyperparameter Tuning System
  ☆27Updated 2 years ago
• ml-energy / zeus
  Measure and optimize the energy consumption of your AI applications!
  ☆291Updated last month
• hao-ai-lab / MuxServe
  ☆71Updated last year
• kvcache-ai / TrEnv-X
  ☆51Updated this week
• alibaba / llm-scheduling-artifact
  Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“
  ☆62Updated last year
• kungfu-team / tenplex
  Dynamic resources changes for multi-dimensional parallelism training
  ☆25Updated 3 weeks ago
• dywsjtu / apparate
  Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]
  ☆25Updated 9 months ago
• thustorage / Medusa
  Medusa: Accelerating Serverless LLM Inference with Materialization [ASPLOS'25]
  ☆30Updated 4 months ago
• microsoft / SuperScaler
  An experimental parallel training platform
  ☆54Updated last year
• DachengLi1 / AMP
  (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.
  ☆40Updated 2 years ago