There are 0 repository under model-pruning topic.
在 oxford hand 数据集上对 YOLOv3 做模型剪枝(network slimming)
A PyTorch-based model pruning toolkit for pre-trained language models
Deep learning using tensorflow
An Open Source Deep Learning Inference Engine Based on FPGA
模型压缩的小白入门教程
Structural Pruning for LLaMA
Denoising Diffusion Step-aware Models (ICLR2024)
3rd place solution for NeurIPS 2019 MicroNet challenge
Model compression for ONNX
OpenBA-V2: 3B LLM (Large Language Model) with T5 architecture, utilizing model pruning technique and continuing pretraining from OpenBA-15B.
Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization (ACL 2021)
Model Pruning TensorFlow's Object Detection API
Submission name: QualcommAI-EfficientNet. MicroNet Challenge (NeurIPS 2019) submission - Qualcomm AI Research
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
An implementation of Variance Pruning: Pruning Language Models via Temporal Neuron Variance by Berry Weinstein, Yonatan Belinkov
A project done for Topics in Computer Science with Mask R-CNN to experiment with model pruning and ship detection in satellite images.
The original experiments code for AAAI 2020 paper, "AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates"
subMFL: Compatible subModel Generation for Federated Learning in Device Heterogeneous Environment
A case study on understanding the effects of Pruning on model's Performance, Size and Accuracy.
Cut models not trees 🌳