15 results found Sort:

chenzomi12
AISystem chenzomi12
1.6k
11.2k
apache-2.0
153
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
1,399 commits to main branch, last one 25 days ago
HuaizhengZhang
AI-System-School HuaizhengZhang
311
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 3 months ago
SymbioticLab
FedScale SymbioticLab
119
388
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 11 months ago
bytedance
byteir bytedance
42
378
apache-2.0
12
A model compilation solution for various hardware
llm llvm mlir onnx mlsys pytorch tensorflow
Created 2023-02-06
400 commits to main branch, last one 14 days ago
mit-han-lab
nunchaku mit-han-lab
16
331
apache-2.0
9
SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models
flux lora genai mlsys quantization diffusion-models
Created 2024-11-06
35 commits to main branch, last one 5 days ago
sbu-fsl
kernel-ml sbu-fsl
26
235
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 2 years ago
bytedance
ABQ-LLM bytedance
25
226
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 about a month ago
ml-energy
zeus ml-energy
26
218
apache-2.0
9
Deep Learning Energy Measurement and Optimization
mlsys energy deep-learning
Created 2022-08-13
306 commits to master branch, last one 5 days ago
HuaizhengZhang
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 4 months ago
HPMLL
BurstGPT HPMLL
8
133
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 about a month ago
xiyanghu
OSDT xiyanghu
11
100
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
jacopotagliabue
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 about a year ago
AmberLJC
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 9 months ago
GuanhuaWang
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
tanyuqian
redco tanyuqian
7
61
apache-2.0
3
NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference
jax ppo maml gemma llama mlsys fedavg seq2seq flan-t5-xxl meta-learning mixed-precision diffusion-models image-captioning stable-diffusion model-parallelism federated-learning differential-privacy distributed-training large-language-models reinforcement-learning
Created 2022-12-19
671 commits to master branch, last one about a month ago