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335

2.7k

mit

37

[CVPR 2023] DepGraph: Towards Any Structural Pruning

pruning cvpr2023 depgraph channel-pruning network-pruning model-compression structural-pruning structured-pruning efficient-deep-learning

Created 2019-12-15

1,442 commits to master branch, last one a day ago

Diff-Pruning VainF

11

164

apache-2.0

7

[NeurIPS 2023] Structural Pruning for Diffusion Models

pytorch network-pruning diffusion-models model-compression structured-pruning efficient-deep-learning

Created 2023-05-18

124 commits to main branch, last one 4 months ago

Awasome-Pruning ghimiredhikura

9

134

cc0-1.0

9

Awasome Papers and Resources in Deep Neural Network Pruning with Source Code.

awesome pruning pytorch structured-pruning unstructured-pruning

Created 2022-03-24

148 commits to main branch, last one 2 months ago

Pruning-LLMs jordddan

1

99

apache-2.0

1

The framework to prune LLMs to any size and any config.

llm nlp pytorch deep-learning model-compression structured-pruning

Created 2024-02-28

14 commits to main branch, last one 8 months ago

FLAP CASIA-IVA-Lab

10

37

apache-2.0

3

[AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models

llm llama vicuna pruning aaai-2024 compression pruning-algorithms structured-pruning

Created 2023-12-18

6 commits to main branch, last one 10 months ago

only_train_once microsoft

5

25

mit

6

OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM

cnn llm pytorch training diffusion compression erasing-operator structured-pruning

Created 2023-10-19

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