mlsys

There are 2 repositories under mlsys topic.

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
ai aiinfra aisys dlsys mlsys
Language:Jupyter Notebook 8265
SymbioticLab / FedScale
FedScale is a scalable and extensible open-source federated learning (FL) platform.
benchmark dataset machine-learning federated-learning icml deep-learning mlsys osdi deployment distributed pytorch tensorflow
Language:Python 365
bytedance / byteir
A model compilation solution for various hardware
llm llvm mlir mlsys onnx pytorch tensorflow
Language:MLIR 297
kernel-ml
sbu-fsl / kernel-ml
Machine Learning Framework for Operating Systems - Brings ML to Linux kernel
operating-systems machine-learning linux-kernel mlsys auto-tuning kernel-module
Language:C 216
MLSysOps / Active-Learning-as-a-Service
A scalable & efficient active learning/data selection system for everyone.
active-learning automl deep-learning machine-learning mlops mlsys pytorch
Language:Python 210
zeus
ml-energy / zeus
Deep Learning Energy Measurement and Optimization
deep-learning energy mlsys
Language:Python 124
jacopotagliabue / FREE_7773
Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).
nlp mlsys metaflow teaching
Language:Jupyter Notebook 95
xiyanghu / OSDT
Optimal Sparse Decision Trees
accelerate algorithm algorithm-optimization interpretable-ml machine-learning neurips acceleration-model python data-mining data-science ml-system mlsys python3
Language:Python 94
sensAI
GuanhuaWang / sensAI
sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data
machine-learning distributed-systems cifar10 cifar100 imagenet1k cnn-classification sysml deep-neural-networks deep-learning distributed-deep-learning distributed-machine-learning vgg resnet shufflenet-v2 mobilenet-v2 mlsys cifar-10 cifar-100 imagenet
Language:Python 62
AmberLJC / FLsystem-paper
Federated Learning Systems Paper List
awesome-list federated-learning machine-learning mlsys papers systems
57
tanyuqian / redco
NAACL '24 (Demo) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
flax jax model-parallelism distributed-training large-language-models llama flan-t5-xxl diffusion-models fedavg federated-learning image-captioning maml meta-learning ppo reinforcement-learning seq2seq stable-diffusion mlsys mistral gemma
Language:Python 40
HPMLL / BurstGPT
A GPT-3.5 & GPT-4 Workload Trace to Optimize LLM Serving Systems
dataset llm llm-serving mlsys
28
RC4ML / Legion
GPU-initiated Large-scale GNN System
gnn mlsys
Language:Cuda 13
zyang37 / Energy-efficient-ML-compiler
Enhancing TVM Autotuner to Optimize for Energy Efficiency
energy-efficiency ml-compiler mlsys
Language:Jupyter Notebook 5
Kathryn-cat / mlsys-literature
A collection of papers related to machine learning systems. (still in early stage of collection)
mlsys systems
3
hegongshan / Storage-for-AI-Paper
Accelerating Deep Learning Training (DLT) from Storage Perspective
data-storage deep-learning mlsys storage-system storage-for-ai pytorch tensorflow
2
alwqx / awesome-mlsys
A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.
awesome mlsys machine-learning
1
iamNCJ / YuanGPT
GPT-like Large Language Model Pretrained on Inspur's Yuan Dataset
gpt mlsys pytorch gpt-2 llm large-language-models
Language:Python 1
Tanglumy / DistribMLsystemPaperList
My collection of Distributed system papers, especially for ML.
ml mlsys dsitributed machine-learning
1
MLSys-UCSD / MLSys-UCSD.github.io
Website for MLSys Group @ UCSD
mlsys ucsd
Language:TypeScript

mlsys

chenzomi12 / AISystem

SymbioticLab / FedScale

bytedance / byteir

sbu-fsl / kernel-ml

MLSysOps / Active-Learning-as-a-Service

ml-energy / zeus

jacopotagliabue / FREE_7773

xiyanghu / OSDT

GuanhuaWang / sensAI

AmberLJC / FLsystem-paper

tanyuqian / redco

HPMLL / BurstGPT

RC4ML / Legion

zyang37 / Energy-efficient-ML-compiler

Kathryn-cat / mlsys-literature

hegongshan / Storage-for-AI-Paper

alwqx / awesome-mlsys

iamNCJ / YuanGPT

Tanglumy / DistribMLsystemPaperList

MLSys-UCSD / MLSys-UCSD.github.io