#pruning (8 Repositories)
Ranked open-source repositories tagged with #pruning, scored by pull request acceptance likelihood and maintainer engagement velocity.
17.1%
37.3h
8 repositories tagged #pruning
intel/neural-compressor
SOTA low-bit LLM quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4) & sparsity; leading model compression techniques on PyTorch, TensorFlow, and ONNX Runtime
openvinotoolkit/nncf
Neural Network Compression Framework for enhanced OpenVINO™ inference
qualcomm/aimet
AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
mehtadushy/SelecSLS-Pytorch
Reference ImageNet implementation of SelecSLS CNN architecture proposed in the SIGGRAPH 2020 paper "XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera". The repository also includes code for pruning the model based on implicit sparsity emerging from adaptive gradient descent methods, as detailed in the CVPR 2019 paper "On implicit filter level sparsity in Convolutional Neural Networks".
talebolano/yolov3-network-slimming
yolov3 network slimming剪枝的一种实现
princeton-nlp/LLM-Shearing
[ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
datawhalechina/leedl-tutorial
《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
cupcakearmy/autorestic
Config driven, easy backup cli for restic.