Search Results - RepositoryStats

AISystem chenzomi12

1.7k

11.7k

apache-2.0

152

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

ai aisys dlsys mlsys aiinfra

Created 2022-09-22

1,409 commits to main branch, last one 14 days ago

AI-System-School HuaizhengZhang

313

2.7k

mit

125

🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys...

genai mlsys llmsys ai-infra model-serving model-training large-language-models

Created 2019-01-07

509 commits to master branch, last one 4 months ago

nunchaku mit-han-lab

27

535

apache-2.0

12

SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models

flux lora genai mlsys quantization diffusion-models

Created 2024-11-06

45 commits to main branch, last one 12 days ago

FedScale SymbioticLab

120

390

apache-2.0

12

FedScale is a scalable and extensible open-source federated learning (FL) platform.

icml osdi mlsys dataset pytorch benchmark deployment tensorflow distributed deep-learning machine-learning federated-learning

Created 2021-04-01

707 commits to master branch, last one about a year ago

byteir bytedance

43

390

apache-2.0

11

A model compilation solution for various hardware

llm llvm mlir onnx mlsys pytorch tensorflow

Created 2023-02-06

405 commits to main branch, last one 18 days ago

kernel-ml sbu-fsl

26

236

apache-2.0

18

Machine Learning Framework for Operating Systems - Brings ML to Linux kernel

mlsys auto-tuning linux-kernel kernel-module machine-learning operating-systems

Created 2021-11-10

28 commits to main branch, last one 3 years ago

ABQ-LLM bytedance

25

232

apache-2.0

8

An acceleration library that supports arbitrary bit-width combinatorial quantization operations

cuda mlsys research llm-inference quantized-networks

Created 2024-08-23

57 commits to main branch, last one 2 months ago

zeus ml-energy

28

227

apache-2.0

9

Deep Learning Energy Measurement and Optimization

mlsys energy deep-learning

Created 2022-08-13

313 commits to master branch, last one 11 days ago

Active-Learning-as-a-Service HuaizhengZhang

17

214

apache-2.0

9

A scalable & efficient active learning/data selection system for everyone.

mlops mlsys automl pytorch deep-learning active-learning machine-learning

Created 2022-05-15

110 commits to main branch, last one 5 months ago

BurstGPT HPMLL

8

139

cc-by-4.0

6

A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems

llm mlsys dataset llm-serving

Created 2024-01-30

24 commits to main branch, last one 2 months ago

OSDT xiyanghu

11

101

mit

6

Optimal Sparse Decision Trees

mlsys python neurips python3 algorithm ml-system accelerate data-mining data-science interpretable-ml machine-learning acceleration-model algorithm-optimization

Created 2019-06-05

28 commits to master branch, last one about a year ago

FREE_7773 jacopotagliabue

12

96

mit

6

Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).

nlp mlsys metaflow teaching

Created 2021-09-10

42 commits to main branch, last one 2 years ago

FLsystem-paper AmberLJC

7

68

unknown

6

Federated Learning Systems Paper List

mlsys papers systems awesome-list machine-learning federated-learning

Created 2022-04-25

57 commits to main branch, last one 10 months ago

sensAI GuanhuaWang

8

64

apache-2.0

9

sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data

vgg mlsys sysml resnet cifar10 cifar-10 cifar100 imagenet cifar-100 imagenet1k mobilenet-v2 deep-learning shufflenet-v2 machine-learning cnn-classification distributed-systems deep-neural-networks distributed-deep-learning distributed-machine-learning

Created 2019-03-05

163 commits to master branch, last one 3 years ago