[NIPS 2016] Learning Structured Sparsity in Deep Neural Networks
pytorch resnet pruning vggnet channel-pruning network-pruning filter-pruning zcls layer-pruning structured-sparsity-learning
- Updated
Oct 10, 2021 - Python
#
layer-pruning
Here are 6 public repositories matching this topic...
Official Pytorch implementation of "Filter Pruning by Image Channel Reduction in Pre-Trained Convolutional Neural Networks".
- Updated
Mar 21, 2021 - Python
Intelligent layer pruning toolkit for LLMs featuring iterative optimization, self-healing algorithms, and comprehensive benchmarking.
nlp ai optimization transformers pytorch model-compression huggingface inference-acceleration ablation-study model-optimization huggingface-transformers layer-pruning llm efficient-llm mergekit
- Updated
Nov 22, 2025 - Python
Code for the papers: "Efficient Speech Translation through Model Compression and Knowledge Distillation" and "Iterative Layer Pruning for Efficient Translation Inference"
- Updated
Dec 11, 2025 - Jupyter Notebook
Based on yolov3 and channel and layer pruning
- Updated
Jul 9, 2021 - Jupyter Notebook
🛠️ Optimize LLMs with advanced pruning strategies and real-time visualization for smaller, faster models without losing intelligence.
nlp ai optimization transformers pytorch model-compression huggingface inference-acceleration ablation-study model-optimization huggingface-transformers layer-pruning llm efficient-llm mergekit
- Updated
Dec 19, 2025 - Python
Improve this page
Add a description, image, and links to the layer-pruning topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the layer-pruning topic, visit your repo's landing page and select "manage topics."