Alternatives and similar repositories for ModelKeeper

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

• pkusys / ElasticFlow
  Artifacts for our ASPLOS'23 paper ElasticFlow
  ☆52Updated last year
• dywsjtu / apparate
  Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]
  ☆25Updated 7 months ago
• casys-kaist / EnvPipe
  ☆25Updated last year
• S-Lab-System-Group / ChronusArtifact
  ☆21Updated 3 years ago
• uw-mad-dash / shockwave
  Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]
  ☆44Updated 2 years ago
• zhuangwang93 / Espresso
  Hi-Speed DNN Training with Espresso: Unleashing the Full Potential of Gradient Compression with Near-Optimal Usage Strategies (EuroSys '2…
  ☆15Updated last year
• UMass-LIDS / Proteus
  Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling
  ☆13Updated last year
• S-Lab-System-Group / Hydro
  Surrogate-based Hyperparameter Tuning System
  ☆28Updated last year
• msr-fiddle / synergy
  ☆50Updated 2 years ago
• James-QiuHaoran / LLM-serving-with-proxy-models
  Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction | A tiny BERT model can tell you the verbosity of an …
  ☆35Updated last year
• siasosp23 / artifacts
  ☆18Updated last year
• Rivendile / Muri
  Artifacts for our SIGCOMM'22 paper Muri
  ☆42Updated last year
• S-Lab-System-Group / HeliosArtifact
  HeliosArtifact
  ☆20Updated 2 years ago
• uclasystem / bamboo
  Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.
  ☆50Updated 2 years ago
• msr-fiddle / CheckFreq
  ☆53Updated 4 years ago
• pengyanghua / optimus
  A Deep Learning Cluster Scheduler
  ☆38Updated 4 years ago
• SJTU-IPADS / disb
  DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.
  ☆52Updated 10 months ago
• hku-systems / naspipe
  ☆14Updated 3 years ago
• S-Lab-System-Group / Awesome-ML-for-System
  SOTA Learning-augmented Systems
  ☆36Updated 3 years ago
• gudiandian / ElasticFlow
  ☆16Updated last year
• Raphael-Hao / Abacus
  ☆37Updated 3 years ago
• SymbioticLab / Oobleck
  A resilient distributed training framework
  ☆95Updated last year
• msr-fiddle / blox
  ☆44Updated 11 months ago
• Thesys-lab / Helix-ASPLOS25
  Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"
  ☆49Updated 7 months ago
• Relaxed-System-Lab / HexGen
  [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.
  ☆26Updated last year
• DachengLi1 / AMP
  (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.
  ☆39Updated 2 years ago
• kungfu-team / tenplex
  Dynamic resources changes for multi-dimensional parallelism training
  ☆25Updated 7 months ago
• mutinifni / splitwise-sim
  LLM serving cluster simulator
  ☆106Updated last year
• jasperzhong / swift
  ☆14Updated 3 years ago
• uw-mad-dash / Accordion
  Code for reproducing experiments performed for Accoridon
  ☆13Updated 4 years ago