9 results found Sort:

fla-org
flash-linear-attention fla-org
73
1.5k
mit
29
Efficient implementations of state-of-the-art linear attention models in Pytorch and Triton
large-language-models machine-learning-systems natural-language-processing
Created 2023-12-20
915 commits to main branch, last one 20 hours ago
AIoT-MLSys-Lab
Efficient-LLMs-Survey AIoT-MLSys-Lab
87
1.1k
unknown
27
[TMLR 2024] Efficient Large Language Models: A Survey
survey generative-ai large-language-models efficient-deep-learning machine-learning-systems
Created 2023-04-18
652 commits to main branch, last one a day ago
ibragim-bad
machine-learning-design-primer ibragim-bad
20
219
unknown
3
Learn how to design and implement effective Machine Learning systems from start to finish.
design-system machine-learning interview-questions machine-learning-systems
Created 2022-03-08
17 commits to main branch, last one about a month ago
byungsoo-oh
ml-systems-papers byungsoo-oh
12
207
unknown
8
Curated collection of papers in machine learning systems
awesome-list awesome-papers machine-learning-systems
Created 2023-12-30
31 commits to main branch, last one 8 days ago
SymbioticLab
Oort SymbioticLab
25
126
apache-2.0
5
Oort: Efficient Federated Learning via Guided Participant Selection
federated-learning machine-learning-systems
Created 2021-03-13
380 commits to master branch, last one 3 years ago
tiingweii-shii
Awesome-Resource-Efficient-LLM-Papers tiingweii-shii
6
87
cc0-1.0
6
a curated list of high-quality papers on resource-efficient LLMs 🌱
survey generative-ai machine-learning resource-efficient large-language-models efficient-deep-learning machine-learning-systems
Created 2023-12-28
68 commits to main branch, last one 23 hours ago
mental2008
awesome-papers mental2008
3
58
mit
8
Here are my personal paper reading notes (including cloud computing, resource management, systems, machine learning, deep learning, and other interesting stuffs).
research paper-list paper-notes reading-list deep-learning reading-notes system-design cloud-computing machine-learning gpu-virtualization resource-scheduler resource-management machine-learning-systems remote-direct-memory-access systems-for-machine-learning
Created 2021-09-27
217 commits to develop branch, last one 6 days ago
Relaxed-System-Lab
COMP4901Y_Course_HKUST Relaxed-System-Lab
2
49
unknown
8
Course Material for the UG Course COMP4901Y
llm course-materials machine-learning-systems
Created 2024-01-20
80 commits to main branch, last one 7 months ago
l1nkr
DL-Compiler-Navigation l1nkr
4
42
unknown
1
Machine Learning Compiler Road Map
tvm cuda pytorch inference deep-learning machine-learning machine-learning-systems high-performance-computing
Created 2022-09-28
49 commits to main branch, last one about a year ago