Search Results - RepositoryStats

flash-linear-attention fla-org

153

2.3k

mit

25

🚀 Efficient implementations of state-of-the-art linear attention models in Torch and Triton

large-language-models machine-learning-systems natural-language-processing

Created 2023-12-20

1,401 commits to main branch, last one 5 hours ago

Efficient-LLMs-Survey AIoT-MLSys-Lab

95

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

659 commits to main branch, last one 20 days ago

AReaL inclusionAI

50

1.1k

apache-2.0

20

Distributed RL System for LLM Reasoning

rl llm mlsys llm-reasoning reinforcement-learning machine-learning-systems

Created 2025-02-24

131 commits to main branch, last one 14 days ago

ml-systems-papers byungsoo-oh

16

299

unknown

11

Curated collection of papers in machine learning systems

awesome-list awesome-papers machine-learning-systems

Created 2023-12-30

38 commits to main branch, last one 18 days ago

machine-learning-design-primer ibragim-bad

20

235

unknown

2

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 5 months ago

Awesome-MLSys-Blogger MLSys-Learner-Resources

3

223

unknown

4

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 3 months ago

Oort SymbioticLab

26

126

apache-2.0

4

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

7

115

cc0-1.0

5

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

79 commits to main branch, last one about a month ago

awesome-papers mental2008

4

88

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

240 commits to develop branch, last one 13 days ago

flash-bidirectional-linear-attention fla-org

1

46

mit

2

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

triton-lang computer-vision machine-learning-systems

Created 2024-11-20

32 commits to main branch, last one 2 months ago

Efficient-Diffusion-Model-Survey AIoT-MLSys-Lab

3

46

apache-2.0

1

Efficient Diffusion Models: A Survey

survey generative-ai diffusion-models efficient-deep-learning machine-learning-systems

Created 2024-05-31

192 commits to main branch, last one 13 days ago

DL-Compiler-Navigation l1nkr

4

43

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