Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: mlsys
tanyuqian/redco
NAACL '24 (Demo) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
Language: Python - Size: 8.82 MB - Last synced: about 13 hours ago - Pushed: 1 day ago - Stars: 41 - Forks: 3
MLSys-UCSD/MLSys-UCSD.github.io
Website for MLSys Group @ UCSD
Language: TypeScript - Size: 41.9 MB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 0 - Forks: 1
SymbioticLab/FedScale
FedScale is a scalable and extensible open-source federated learning (FL) platform.
Language: Python - Size: 78.8 MB - Last synced: 4 days ago - Pushed: 6 months ago - Stars: 372 - Forks: 118
chenzomi12/AISystem
AISystem 主要是指AI系统,包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术
Language: Jupyter Notebook - Size: 4.89 GB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 8,855 - Forks: 1,237
AmberLJC/FLsystem-paper
Federated Learning Systems Paper List
Size: 445 KB - Last synced: 19 days ago - Pushed: 4 months ago - Stars: 61 - Forks: 7
ml-energy/zeus
Deep Learning Energy Measurement and Optimization
Language: Python - Size: 20.4 MB - Last synced: 21 days ago - Pushed: 25 days ago - Stars: 165 - Forks: 21
bytedance/byteir
A model compilation solution for various hardware
Language: MLIR - Size: 17.2 MB - Last synced: 28 days ago - Pushed: 28 days ago - Stars: 310 - Forks: 34
RC4ML/Legion
GPU-initiated Large-scale GNN System
Language: Cuda - Size: 67.1 MB - Last synced: 29 days ago - Pushed: 29 days ago - Stars: 15 - Forks: 3
zyang37/Energy-efficient-ML-compiler
Enhancing TVM Autotuner to Optimize for Energy Efficiency
Language: Jupyter Notebook - Size: 18.2 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 5 - Forks: 0
sbu-fsl/kernel-ml
Machine Learning Framework for Operating Systems - Brings ML to Linux kernel
Language: C - Size: 140 MB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 218 - Forks: 25
HPMLL/BurstGPT
A GPT-3.5 & GPT-4 Workload Trace to Optimize LLM Serving Systems
Size: 9.3 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 51 - Forks: 4
GuanhuaWang/sensAI
sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data
Language: Python - Size: 1.26 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 62 - Forks: 8
MLSysOps/Active-Learning-as-a-Service
A scalable & efficient active learning/data selection system for everyone.
Language: Python - Size: 1.48 MB - Last synced: about 2 months ago - Pushed: 7 months ago - Stars: 210 - Forks: 17
xiyanghu/OSDT
Optimal Sparse Decision Trees
Language: Python - Size: 6.43 MB - Last synced: 3 months ago - Pushed: about 1 year ago - Stars: 94 - Forks: 11
Kathryn-cat/mlsys-literature
A collection of papers related to machine learning systems. (still in early stage of collection)
Size: 4.88 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0
iamNCJ/YuanGPT
GPT-like Large Language Model Pretrained on Inspur's Yuan Dataset
Language: Python - Size: 563 KB - Last synced: 28 days ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0
jacopotagliabue/FREE_7773
Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).
Language: Jupyter Notebook - Size: 23.2 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 91 - Forks: 12
alwqx/awesome-mlsys Fork of HuaizhengZhang/Awesome-System-for-Machine-Learning
A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.
Size: 749 KB - Last synced: 21 days ago - Pushed: about 3 years ago - Stars: 1 - Forks: 0
Tanglumy/DistribMLsystemPaperList
My collection of Distributed system papers, especially for ML.
Size: 8.79 KB - Last synced: over 1 year ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0
yuhodots/mlops
♻️ Simple Machine Learning System Patterns
Language: Shell - Size: 38.1 KB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0