深度学习, especially CV
-
Updated
Sep 9, 2024 - C++
深度学习, especially CV
Model compression for ONNX
模型压缩的小白入门教程
subMFL: Compatible subModel Generation for Federated Learning in Device Heterogeneous Environment
OpenBA-V2: 3B LLM (Large Language Model) with T5 architecture, utilizing model pruning technique and continuing pretraining from OpenBA-15B.
SlimSAM: 0.1% Data Makes Segment Anything Slim
An implementation of Variance Pruning: Pruning Language Models via Temporal Neuron Variance by Berry Weinstein, Yonatan Belinkov
Denoising Diffusion Step-aware Models (ICLR2024)
The original experiments code for AAAI 2020 paper, "AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates"
A PyTorch-based model pruning toolkit for pre-trained language models
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
Structural Pruning for LLaMA
在 oxford hand 数据集上对 YOLOv3 做模型剪枝(network slimming)
Programmable Neural Network Compression
Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization (ACL 2021)
A project done for Topics in Computer Science with Mask R-CNN to experiment with model pruning and ship detection in satellite images.
An Open Source Deep Learning Inference Engine Based on FPGA
Add a description, image, and links to the model-pruning topic page so that developers can more easily learn about it.
To associate your repository with the model-pruning topic, visit your repo's landing page and select "manage topics."