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
  ☆21Updated last year
• alibaba / llm-scheduling-artifact
  Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“
  ☆64Updated last year
• hao-ai-lab / MuxServe
  ☆80Updated 2 months ago
• Relaxed-System-Lab / HexGen
  [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.
  ☆33Updated last year
• Raphael-Hao / brainstorm
  Compiler for Dynamic Neural Networks
  ☆46Updated 2 years ago
• LoongServe / LoongServe
  ☆130Updated last year
• infinigence / FlashOverlap
  A lightweight design for computation-communication overlap.
  ☆207Updated last week
• alpa-projects / mms
  AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)
  ☆92Updated 2 years ago
• tonyzhao-jt / LLM-PQ
  Official Repo for "SplitQuant / LLM-PQ: Resource-Efficient LLM Offline Serving on Heterogeneous GPUs via Phase-Aware Model Partition and …
  ☆35Updated 4 months ago
• microsoft / nnscaler
  nnScaler: Compiling DNN models for Parallel Training
  ☆122Updated 3 months ago
• SymbioticLab / Oobleck
  A resilient distributed training framework
  ☆96Updated last year
• ParCIS / Chimera
  Chimera: bidirectional pipeline parallelism for efficiently training large-scale models.
  ☆69Updated 9 months ago
• zhuohan123 / terapipe
  ☆77Updated 4 years ago
• WukLab / preble
  Stateful LLM Serving
  ☆92Updated 9 months ago
• parasailteam / coconet
  ☆84Updated 3 years ago
• Azure / msccl
  Microsoft Collective Communication Library
  ☆66Updated last year
• UMass-LIDS / Proteus
  Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling
  ☆12Updated last year
• JF-D / Proteus
  ☆24Updated last year
• infinigence / FUSCO
  High-performance distributed data shuffling (all-to-all) library for MoE training and inference
  ☆79Updated this week
• alibaba / ServeGen
  A framework for generating realistic LLM serving workloads
  ☆94Updated 2 months ago
• microsoft / SuperScaler
  An experimental parallel training platform
  ☆56Updated last year
• google / iopddl
  Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning
  ☆24Updated 7 months ago
• HPMLL / BurstGPT
  A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems
  ☆227Updated 5 months ago
• infinigence / HamiltonAttention
  ☆39Updated 2 months ago
• LLMServe / SwiftTransformer
  High performance Transformer implementation in C++.
  ☆147Updated 11 months ago
• KuangjuX / NVSHMEM-Tutorial
  NVSHMEM‑Tutorial: Build a DeepEP‑like GPU Buffer
  ☆151Updated 3 months ago
• alibaba / easydist
  Automated Parallelization System and Infrastructure for Multiple Ecosystems
  ☆82Updated last year
• mutinifni / splitwise-sim
  LLM serving cluster simulator
  ☆129Updated last year
• uclasystem / bamboo
  Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.
  ☆55Updated 3 years ago
• Thesys-lab / Helix-ASPLOS25
  Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"
  ☆75Updated 2 months ago