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