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
  ☆14Updated 9 months ago
• tonyzhao-jt / LLM-PQ
  Official Repo for "LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization"
  ☆28Updated 11 months ago
• UMass-LIDS / Proteus
  Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling
  ☆10Updated 11 months ago
• Thesys-lab / Helix-ASPLOS25
  Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"
  ☆18Updated 2 months ago
• zhuohan123 / terapipe
  ☆72Updated 3 years ago
• pkusys / ElasticFlow
  Artifacts for our ASPLOS'23 paper ElasticFlow
  ☆53Updated 9 months ago
• uclasystem / bamboo
  Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.
  ☆48Updated 2 years ago
• hao-ai-lab / MuxServe
  ☆50Updated 8 months ago
• alpa-projects / mms
  AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)
  ☆81Updated last year
• parasailteam / coconet
  ☆75Updated 2 years ago
• Raphael-Hao / brainstorm
  Compiler for Dynamic Neural Networks
  ☆45Updated last year
• Mutinifni / splitwise-sim
  LLM serving cluster simulator
  ☆92Updated 9 months ago
• Relaxed-System-Lab / HexGen
  [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.
  ☆20Updated 9 months ago
• microsoft / nnscaler
  nnScaler: Compiling DNN models for Parallel Training
  ☆93Updated last week
• HPMLL / BurstGPT
  A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems
  ☆145Updated 4 months ago
• alibaba / llm-scheduling-artifact
  Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“
  ☆60Updated 8 months ago
• SymbioticLab / Oobleck
  A resilient distributed training framework
  ☆88Updated 10 months ago
• LoongServe / LoongServe
  ☆83Updated 3 months ago
• ParCIS / Chimera
  Chimera: Efficiently Training Large-Scale Neural Networks with Bidirectional Pipelines.
  ☆57Updated last year
• casys-kaist / EnvPipe
  ☆24Updated last year
• microsoft / SuperScaler
  An experimental parallel training platform
  ☆54Updated 10 months ago
• JF-D / Proteus
  ☆18Updated 7 months ago
• LLMServe / dLoRA-artifact
  ☆16Updated 8 months ago
• DachengLi1 / AMP
  (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.
  ☆37Updated 2 years ago
• google / iopddl
  Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning
  ☆23Updated 2 months 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 …
  ☆26Updated 8 months ago
• abhibambhaniya / GenZ-LLM-Analyzer
  LLM Inference analyzer for different hardware platforms
  ☆52Updated 3 weeks ago
• LLMServe / SwiftTransformer
  High performance Transformer implementation in C++.
  ☆102Updated last month
• Raphael-Hao / Abacus
  ☆37Updated 3 years ago
• MoE-Inf / awesome-moe-inference
  Curated collection of papers in MoE model inference
  ☆64Updated this week