6 results found Sort:

VainF
Torch-Pruning VainF
347
2.9k
mit
34
[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
1,484 commits to master branch, last one 3 days ago
VainF
Diff-Pruning VainF
12
184
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 8 months ago
ghimiredhikura
Awasome-Pruning ghimiredhikura
10
152
cc0-1.0
7
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 6 months ago
jordddan
Pruning-LLMs jordddan
2
89
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 about a year ago
CASIA-IVA-Lab
FLAP CASIA-IVA-Lab
12
44
apache-2.0
2
[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 about a year ago
microsoft
only_train_once microsoft
6
34
mit
5
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 5 months ago