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Projects in Awesome Lists tagged with model-pruning

A curated list of projects in awesome lists tagged with model-pruning .

https://github.com/Lam1360/YOLOv3-model-pruning

在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）

channel-pruning hand-detection model-pruning object-detection yolov3

Last synced: 20 Mar 2025

https://github.com/airaria/textpruner

A PyTorch-based model pruning toolkit for pre-trained language models

model-pruning pre-trained-language-models pruning transformer

Last synced: 05 Apr 2025

https://github.com/airaria/TextPruner

A PyTorch-based model pruning toolkit for pre-trained language models

model-pruning pre-trained-language-models pruning transformer

Last synced: 09 May 2025

https://github.com/czg1225/SlimSAM

[NeurIPS 2024] SlimSAM: 0.1% Data Makes Segment Anything Slim

knowledge-distillation model-compression model-pruning segment-anything-model

Last synced: 24 Jul 2025

https://github.com/NVlabs/condensa

Programmable Neural Network Compression

deep-neural-networks model-compression model-pruning

Last synced: 03 May 2025

https://github.com/peremartra/optipfair

Structured pruning and bias visualization for Large Language Models. Tools for LLM optimization and fairness analysis.

activation-analysis bias-detection bias-mitigation fairness large-language-models llm model-pruning python structured-pruning transformers

Last synced: 24 Feb 2026

https://github.com/MedITSolutionsKurman/llama-pruning

This project provides tools to load and prune large language models using a structured pruning method.

ai llm model-pruning pruning pruning-algorithms slm

Last synced: 11 Sep 2025

https://github.com/memgonzales/mirror-segmentation

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

cnn cnn-compression computer-vision convolutional-neural-networks deep-learning efficientnet model-compression model-pruning object-detection object-segmentation pruning pytorch segmentation

Last synced: 27 Apr 2026

https://github.com/arrmansa/temporal-neuron-variance-pruning-demo

An implementation of Variance Pruning: Pruning Language Models via Temporal Neuron Variance by Berry Weinstein, Yonatan Belinkov

large-language-models machine-learning model-pruning pruning-while-training python pytorch pytorch-implementation

Last synced: 11 May 2026

https://github.com/cambriantech/sentinel-ai

Sentinel-AI is a neuroscience-inspired transformer that dynamically prunes and regrows attention heads. Guided by controller feedback and entropy-based pruning, it self-optimizes through biologically informed cycles—compressing, adapting, and evolving its architecture over time.

adaptive-transformers colab-notebook huggingface model-pruning neural-network-controller pytorch transformer-architecture unet

Last synced: 16 May 2026

https://github.com/elphinkuo/distiller

The original experiments code for AAAI 2020 paper, "AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates"

auto-ml computer-vision deep-learning deep-reinforcement-learning model-compression model-pruning

Last synced: 17 Jul 2025