Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: model-pruning
datawhalechina/awesome-compression
模型压缩的小白入门教程
Size: 102 MB - Last synced: about 21 hours ago - Pushed: 9 days ago - Stars: 52 - Forks: 10
OpenNLG/OpenBA-v2
OpenBA-V2: 3B LLM (Large Language Model) with T5 architecture, utilizing model pruning technique and continuing pretraining from OpenBA-15B.
Language: Python - Size: 15 MB - Last synced: 13 days ago - Pushed: 13 days ago - Stars: 8 - Forks: 0
airaria/TextPruner
A PyTorch-based model pruning toolkit for pre-trained language models
Language: Python - Size: 10.5 MB - Last synced: 21 days ago - Pushed: 9 months ago - Stars: 353 - Forks: 31
zeyneddinoz/subMFL
subMFL: Compatible subModel Generation for Federated Learning in Device Heterogeneous Environment
Language: Jupyter Notebook - Size: 125 MB - Last synced: 24 days ago - Pushed: 24 days ago - Stars: 1 - Forks: 1
elphinkuo/distiller
The original experiments code for AAAI 2020 paper, "AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates"
Language: Jupyter Notebook - Size: 36.1 MB - Last synced: about 1 month ago - Pushed: 9 months ago - Stars: 1 - Forks: 0
czg1225/SlimSAM
SlimSAM: 0.1% Data Makes Segment Anything Slim
Language: Python - Size: 35.9 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 211 - Forks: 12
Lam1360/YOLOv3-model-pruning
在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）
Language: Python - Size: 78.1 KB - Last synced: 3 months ago - Pushed: over 1 year ago - Stars: 1,655 - Forks: 433
memgonzales/mirror-segmentation
Presented at the 2023 International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG 2023). Lightweight mirror segmentation CNN that uses an EfficientNet backbone, employs parallel convolutional layers to capture edge features, and applies filter pruning for model compression
Language: Python - Size: 197 MB - Last synced: about 1 month ago - Pushed: 10 months ago - Stars: 2 - Forks: 0
arrmansa/Temporal-Neuron-Variance-Pruning-Demo
An implementation of Variance Pruning: Pruning Language Models via Temporal Neuron Variance by Berry Weinstein, Yonatan Belinkov
Language: Jupyter Notebook - Size: 58.6 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0
EnVision-Research/DDSM
Denoising Diffusion Step-aware Models (ICLR2024)
Language: Python - Size: 229 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 23 - Forks: 0
NVlabs/condensa
Programmable Neural Network Compression
Language: Python - Size: 16.2 MB - Last synced: 3 days ago - Pushed: almost 2 years ago - Stars: 146 - Forks: 26
shekkizh/TensorflowProjects
Deep learning using tensorflow
Language: Python - Size: 511 MB - Last synced: 20 days ago - Pushed: almost 6 years ago - Stars: 169 - Forks: 63
patriciamdr/ModelPruning
Final project of the practical course "Learning for Self-Driving Cars and Intelligent Systems" at TUM
Language: TeX - Size: 158 MB - Last synced: 9 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0
TF2-Engine/TF2
An Open Source Deep Learning Inference Engine Based on FPGA
Language: Python - Size: 110 MB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 146 - Forks: 61
nnilayy/Spresense
Language: C++ - Size: 2.59 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 1 - Forks: 0
jiangyuang/ModelPruningLibrary
Language: Python - Size: 59.6 KB - Last synced: 6 months ago - Pushed: about 3 years ago - Stars: 20 - Forks: 5
horseee/LLaMA-Pruning 📦
Structural Pruning for LLaMA
Language: Python - Size: 83 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 42 - Forks: 2
CHamilton0/Space-Analytics-Engine
A project done for Topics in Computer Science with Mask R-CNN to experiment with model pruning and ship detection in satellite images.
Language: Jupyter Notebook - Size: 9.43 MB - Last synced: 11 months ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0
panchgonzalez/tf_object_detection_pruning
Model Pruning TensorFlow's Object Detection API
Size: 495 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 5 - Forks: 1
bot66/yolov5_pruning Fork of ultralytics/yolov5
Network pruning on yolov5.
Language: Python - Size: 14.2 MB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0
cliang1453/super-structured-lottery-tickets
Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization (ACL 2021)
Language: Python - Size: 683 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 14 - Forks: 1
yashbhalgat/QualcommAI-MicroNet-submission-MixNet
3rd place solution for NeurIPS 2019 MicroNet challenge
Language: Python - Size: 9.72 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 32 - Forks: 6
DasudaRunner/SimplePruning
cnn pruning with tensorflow.
Language: Python - Size: 21.5 KB - Last synced: 11 months ago - Pushed: almost 5 years ago - Stars: 98 - Forks: 11
yashbhalgat/QualcommAI-MicroNet-submission-EfficientNet
Submission name: QualcommAI-EfficientNet. MicroNet Challenge (NeurIPS 2019) submission - Qualcomm AI Research
Language: Python - Size: 14.6 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 3 - Forks: 2
digital-nomad-cheng/MTCNN_PyTorch
Language: Python - Size: 5.29 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 8 - Forks: 2
Deimos-M/Pruning
A case study on understanding the effects of Pruning on model's Performance, Size and Accuracy.
Language: Jupyter Notebook - Size: 75.2 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0
rbsathish/Model-pruning
Model-pruning
Language: Jupyter Notebook - Size: 15.1 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0
niyazed/cutting-models
Cut models not trees 🌳
Language: Jupyter Notebook - Size: 105 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0
