Alternatives and similar repositories for optimizing-multitask-training-through-dynamic-pipelines

Users that are interested in optimizing-multitask-training-through-dynamic-pipelines are comparing it to the libraries listed below

• JF-D / Parcae
  ☆17Updated last year
• alibaba / llm-scheduling-artifact
  Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“
  ☆60Updated 11 months ago
• JF-D / Proteus
  ☆23Updated 10 months ago
• hao-ai-lab / MuxServe
  ☆60Updated 11 months ago
• ParCIS / Chimera
  Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.
  ☆62Updated last month
• alpa-projects / mms
  AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)
  ☆81Updated last year
• Relaxed-System-Lab / HexGen
  [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.
  ☆25Updated last year
• google / iopddl
  Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning
  ☆23Updated last week
• UMass-LIDS / Proteus
  Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling
  ☆12Updated last year
• parasailteam / coconet
  ☆79Updated 2 years ago
• casys-kaist / EnvPipe
  ☆24Updated last year
• Raphael-Hao / brainstorm
  Compiler for Dynamic Neural Networks
  ☆46Updated last year
• flexflow / flexflow-serve
  FlexFlow Serve: Low-Latency, High-Performance LLM Serving
  ☆39Updated last week
• uccl-project / uccl
  Ultra | Ultimate | Unified CCL
  ☆66Updated 3 months ago
• infinigence / FlashOverlap
  A lightweight design for computation-communication overlap.
  ☆113Updated last week
• zhuohan123 / terapipe
  ☆72Updated 4 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
• LoongServe / LoongServe
  ☆96Updated 6 months ago
• microsoft / SuperScaler
  An experimental parallel training platform
  ☆54Updated last year
• SymbioticLab / Oobleck
  A resilient distributed training framework
  ☆95Updated last year
• HPMLL / BurstGPT
  A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems
  ☆167Updated 7 months ago
• shenh10 / DeepSeek_Simulator
  ☆65Updated last month
• microsoft / taccl
  TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches
  ☆73Updated last year
• mutinifni / splitwise-sim
  LLM serving cluster simulator
  ☆99Updated last year
• kungfu-team / tenplex
  Dynamic resources changes for multi-dimensional parallelism training
  ☆25Updated 6 months ago
• tonyzhao-jt / LLM-PQ
  Official Repo for "LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization"
  ☆31Updated last year
• pkusys / ElasticFlow
  Artifacts for our ASPLOS'23 paper ElasticFlow
  ☆51Updated last year
• mcrl / tccl
  Thunder Research Group's Collective Communication Library
  ☆36Updated last year
• pku-liang / MAGIS
  MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)
  ☆50Updated 11 months ago
• yuyangJin / PerFlow-AI
  PerFlow-AI is a programmable performance analysis, modeling, prediction tool for AI system.
  ☆19Updated 2 weeks ago