Search Results - RepositoryStats

flash-linear-attention fla-org

102

1.8k

mit

28

🚀 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

1,035 commits to main branch, last one 6 hours ago

Efficient-LLMs-Survey AIoT-MLSys-Lab

89

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

654 commits to main branch, last one 16 days ago

machine-learning-design-primer ibragim-bad

20

224

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 2 months ago

ml-systems-papers byungsoo-oh

14

222

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 about a month ago

Awesome-MLSys-Blogger MLSys-Learner-Resources

3

156

unknown

3

The repository has collected a batch of noteworthy MLSys bloggers (Algorithms/Systems)

llm mlsys llm-training llm-inference machine-learning machine-learning-systems

Created 2025-01-05

10 commits to master branch, last one 24 days ago

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

Awesome-Resource-Efficient-LLM-Papers tiingweii-shii

6

95

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

70 commits to main branch, last one 28 days ago

awesome-papers mental2008

3

65

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

223 commits to develop branch, last one 4 days ago

COMP4901Y_Course_HKUST Relaxed-System-Lab

4

52

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 8 months ago

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

flash-bidirectional-linear-attention fla-org

1

38

mit

3

Triton implement of bi-directional (non-causal) linear attention

triton-lang computer-vision machine-learning-systems

Created 2024-11-20

31 commits to main branch, last one 17 days ago