7 results found Sort:

AIoT-MLSys-Lab
Efficient-LLMs-Survey AIoT-MLSys-Lab
66
805
unknown
19
[TMLR 2024] Efficient Large Language Models: A Survey
generative-ai efficient-algorithms large-language-models machine-learning-systems
Created 2023-04-18
618 commits to main branch, last one 2 days ago
sustcsonglin
flash-linear-attention sustcsonglin
33
672
mit
19
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
518 commits to main branch, last one 5 days ago
ibragim-bad
machine-learning-design-primer ibragim-bad
15
184
unknown
3
Learn how to design Machine Learning systems and prepare for an interview.
design-system machine-learning interview-questions machine-learning-systems
Created 2022-03-08
15 commits to main branch, last one 2 years ago
SymbioticLab
Oort SymbioticLab
25
116
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 2 years ago
byungsoo-oh
ml-systems-papers byungsoo-oh
4
71
unknown
2
Curated collection of papers in machine learning systems
awesome-list awesome-papers machine-learning-systems
Created 2023-12-30
24 commits to main branch, last one 12 days ago
Relaxed-System-Lab
COMP4901Y_Course_HKUST Relaxed-System-Lab
1
40
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 about a month ago
l1nkr
DL-Compiler-Navigation l1nkr
4
37
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 9 months ago