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308

2.4k

mit

33

[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

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

Created 2019-12-15

1,345 commits to master branch, last one 4 days ago

8

139

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

123 commits to main branch, last one 5 months ago

9

99

cc0-1.0

8

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

awesome pruning pytorch structured-pruning unstructured-pruning

Created 2022-03-24

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

1

90

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 4 months ago

4

29

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 5 months ago