Alternatives and similar repositories for IJCAI2023-OptimalShardedDataParallel:

Users that are interested in IJCAI2023-OptimalShardedDataParallel are comparing it to the libraries listed below

• microsoft / nnscaler
  nnScaler: Compiling DNN models for Parallel Training
  ☆87Updated last week
• DachengLi1 / AMP
  (NeurIPS 2022) Automatically finding good model-parallel strategies, especially for complex models and clusters.
  ☆37Updated 2 years ago
• zhuohan123 / terapipe
  ☆70Updated 3 years ago
• alibaba / easydist
  Automated Parallelization System and Infrastructure for Multiple Ecosystems
  ☆76Updated last month
• SymbioticLab / Oobleck
  A resilient distributed training framework
  ☆88Updated 9 months ago
• alpa-projects / mms
  AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)
  ☆80Updated last year
• HPMLL / BurstGPT
  A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems
  ☆142Updated 3 months ago
• thu-pacman / FasterMoE
  ☆72Updated 2 years ago
• Shigangli / Chimera
  Chimera: Efficiently Training Large-Scale Neural Networks with Bidirectional Pipelines.
  ☆52Updated last year
• galeselee / Awesome_LLM_System-PaperList
  Since the emergence of chatGPT in 2022, the acceleration of Large Language Model has become increasingly important. Here is a list of pap…
  ☆205Updated 3 weeks ago
• UDC-GAC / venom
  A Vectorized N:M Format for Unleashing the Power of Sparse Tensor Cores
  ☆47Updated last year
• hao-ai-lab / MuxServe
  ☆48Updated 7 months ago
• parasailteam / coconet
  ☆72Updated 2 years ago
• tonyzhao-jt / LLM-PQ
  Official Repo for "LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization"
  ☆29Updated 10 months ago
• Hsword / Hetu
  A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, …
  ☆106Updated last year
• awslabs / optimizing-multitask-training-through-dynamic-pipelines
  Official repository for the paper DynaPipe: Optimizing Multi-task Training through Dynamic Pipelines
  ☆17Updated last year
• ConnollyLeon / awesome-Auto-Parallelism
  A baseline repository of Auto-Parallelism in Training Neural Networks
  ☆141Updated 2 years ago
• HPDL-Group / Merak
  ☆79Updated last month
• Relaxed-System-Lab / HexGen
  [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.
  ☆16Updated 8 months ago
• Distributed-AI / PipeTransformer
  PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models. ICML 2021
  ☆55Updated 3 years ago
• thu-pacman / PET
  PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections
  ☆117Updated 2 years ago
• AlibabaResearch / flash-llm
  Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity
  ☆195Updated last year
• LoongServe / LoongServe
  ☆80Updated 2 months ago
• Mutinifni / splitwise-sim
  LLM serving cluster simulator
  ☆89Updated 8 months ago
• uwsampl / SparseTIR
  SparseTIR: Sparse Tensor Compiler for Deep Learning
  ☆133Updated last year
• S-Lab-System-Group / Hydro
  Surrogate-based Hyperparameter Tuning System
  ☆28Updated last year
• zhengzangw / Sequence-Scheduling
  PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".
  ☆81Updated last year
• tgale96 / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆58Updated 2 months ago
• microsoft / SparTA
  ☆134Updated 5 months ago
• MoE-Inf / awesome-moe-inference
  Curated collection of papers in MoE model inference
  ☆35Updated this week