ZJCV / SSL Star 20 Code Issues Pull requests [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
jayChung0302 / ImageChannelReduction Star 4 Code Issues Pull requests Official Pytorch implementation of "Filter Pruning by Image Channel Reduction in Pre-Trained Convolutional Neural Networks". facial-expression-recognition filter-pruning layer-pruning Updated Mar 21, 2021 Python
omyokun / tale Star 1 Code Issues Pull requests TALE: training-free task-aware layer pruning for improving LLM accuracy and reducing inference cost nlp transformers pruning model-compression efficient-inference layer-pruning task-specialization llms Updated Jul 22, 2026 Python
eren23 / pruneren Star 1 Code Issues Pull requests 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