mlsys
There are 20 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
SymbioticLab/FedScale
FedScale is a scalable and extensible open-source federated learning (FL) platform.
bytedance/byteir
A model compilation solution for various hardware
sbu-fsl/kernel-ml
Machine Learning Framework for Operating Systems - Brings ML to Linux kernel
MLSysOps/Active-Learning-as-a-Service
A scalable & efficient active learning/data selection system for everyone.
ml-energy/zeus
Deep Learning Energy Measurement and Optimization
xiyanghu/OSDT
Optimal Sparse Decision Trees
jacopotagliabue/FREE_7773
Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).
HPMLL/BurstGPT
A GPT-3.5 & GPT-4 Workload Trace to Optimize LLM Serving Systems
AmberLJC/FLsystem-paper
Federated Learning Systems Paper List
GuanhuaWang/sensAI
sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data
tanyuqian/redco
NAACL '24 (Demo) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
RC4ML/Legion
GPU-initiated Large-scale GNN System
zyang37/Energy-efficient-ML-compiler
Enhancing TVM Autotuner to Optimize for Energy Efficiency
Kathryn-cat/mlsys-literature
A collection of papers related to machine learning systems. (still in early stage of collection)
hegongshan/Storage-for-AI-Paper
Accelerating Deep Learning Training (DLT) from Storage Perspective
alwqx/awesome-mlsys
A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.
iamNCJ/YuanGPT
GPT-like Large Language Model Pretrained on Inspur's Yuan Dataset
Tanglumy/DistribMLsystemPaperList
My collection of Distributed system papers, especially for ML.
MLSys-UCSD/MLSys-UCSD.github.io
Website for MLSys Group @ UCSD