awslabs / optimizing-multitask-training-through-dynamic-pipelines

Related projects ⓘ

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

• JF-D / Parcae
  ☆12Updated 6 months ago
• HPMLL / BurstGPT
  A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems
  ☆132Updated last month
• UMass-LIDS / Proteus
  Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling
  ☆8Updated 8 months ago
• SymbioticLab / Oobleck
  A resilient distributed training framework
  ☆85Updated 7 months ago
• LLMServe / dLoRA-artifact
  ☆14Updated 5 months ago
• alpa-projects / mms
  AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)
  ☆78Updated last year
• JF-D / Proteus
  ☆15Updated 4 months ago
• Mutinifni / splitwise-sim
  LLM serving cluster simulator
  ☆81Updated 6 months ago
• casys-kaist / EnvPipe
  ☆23Updated last year
• hao-ai-lab / MuxServe
  ☆46Updated 5 months ago
• uclasystem / bamboo
  Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.
  ☆47Updated last year
• alibaba / llm-scheduling-artifact
  Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“
  ☆57Updated 5 months ago
• LoongServe / LoongServe
  ☆52Updated last week
• Raphael-Hao / brainstorm
  Compiler for Dynamic Neural Networks
  ☆43Updated last year
• tonyzhao-jt / LLM-PQ
  Official Repo for "LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization"
  ☆27Updated 8 months ago
• James-QiuHaoran / LLM-serving-with-proxy-models
  Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction | A tiny model can tell you the verbosity of an LLM (…
  ☆22Updated 5 months ago
• pkusys / ElasticFlow
  Artifacts for our ASPLOS'23 paper ElasticFlow
  ☆52Updated 6 months ago
• microsoft / SuperScaler
  An experimental parallel training platform
  ☆52Updated 7 months ago
• Sys-KU / DeepPlan
  Fast and Efficient Model Serving Using Multi-GPUs with Direct-Host-Access (ACM EuroSys '23)
  ☆54Updated 7 months ago
• zhuohan123 / terapipe
  ☆65Updated 3 years ago
• abhibambhaniya / GenZ-LLM-Analyzer
  LLM Inference analyzer for different hardware platforms
  ☆42Updated this week
• WukLab / preble
  Stateful LLM Serving
  ☆38Updated 3 months ago
• microsoft / nnscaler
  nnScaler: Compiling DNN models for Parallel Training
  ☆74Updated 3 weeks ago
• casys-kaist / glet
  ☆41Updated last year
• 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
• Relaxed-System-Lab / HexGen
  [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.
  ☆15Updated 6 months ago
• msr-fiddle / CheckFreq
  ☆51Updated 3 years ago
• SJTU-IPADS / ugache
  ☆23Updated last year
• siasosp23 / artifacts
  ☆12Updated last year
• bytedance / QSync
  Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".
  ☆19Updated 8 months ago