Alternatives and similar repositories for AC-SGD:

Users that are interested in AC-SGD are comparing it to the libraries listed below

• Distributed-AI / PipeTransformer
  PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models. ICML 2021
  ☆55Updated 3 years ago
• yxli2123 / LoSparse
  ☆49Updated last year
• zyxxmu / cam
  Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference
  ☆32Updated 7 months ago
• hwang595 / Cuttlefish
  The implementation for MLSys 2023 paper: "Cuttlefish: Low-rank Model Training without All The Tuning"
  ☆43Updated last year
• SymbioticLab / ModelKeeper
  A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup
  ☆34Updated 2 years ago
• lzhangbv / acpsgd
  [ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning
  ☆10Updated last year
• zhengzangw / Sequence-Scheduling
  PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".
  ☆81Updated last year
• DS3Lab / Decentralized_FM_alpha
  ☆19Updated last year
• hao-ai-lab / vllm-ltr
  [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank
  ☆37Updated 3 months ago
• LGrCo / L-GreCo
  AN EFFICIENT AND GENERAL FRAMEWORK FOR LAYERWISE-ADAPTIVE GRADIENT COMPRESSION
  ☆13Updated last year
• ScalingIntelligence / CATS
  ☆23Updated 3 months ago
• DS3Lab / DT-FM
  ☆92Updated 2 years ago
• LiuXiaoxuanPKU / OSD
  ☆41Updated 2 months ago
• Qualcomm-AI-research / gptvq
  ☆27Updated 10 months ago
• LiuXiaoxuanPKU / GACT-ICML
  ☆41Updated 2 years ago
• hdong920 / LESS
  ☆49Updated 9 months ago
• Youhe-Jiang / IJCAI2023-OptimalShardedDataParallel
  [IJCAI2023] An automated parallel training system that combines the advantages from both data and model parallelism. If you have any inte…
  ☆51Updated last year
• VITA-Group / SMC-Bench
  [ICLR 2023] "Sparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together!" Shiwei Liu, Tianlong Chen, Zhenyu Zhang, Xuxi Chen…
  ☆27Updated last year
• DachengLi1 / AMP
  (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.
  ☆37Updated 2 years ago
• SqueezeAILab / SqueezedAttention
  SQUEEZED ATTENTION: Accelerating Long Prompt LLM Inference
  ☆40Updated 2 months ago
• machilusZ / FastGen
  This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs
  ☆32Updated 6 months ago
• hdong920 / GRIFFIN
  ☆36Updated 5 months ago
• bytedance / QSync
  Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".
  ☆19Updated 11 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
• MDK8888 / vllmini
  A minimal implementation of vllm.
  ☆33Updated 6 months ago
• Ying1123 / llm-caching-multiplexing
  ☆20Updated last year
• Qualcomm-AI-research / lr-qat
  ☆31Updated 3 months ago
• zhuzilin / pytorch-malloc
  An external memory allocator example for PyTorch.
  ☆14Updated 3 years ago
• BaiTheBest / SparseLLM
  Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)
  ☆51Updated last week
• YuhanLiu11 / AutoFreeze
  ☆22Updated 4 years ago