neuralmagic/sparseml

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

Language: Python - Size: 261 MB - Last synced at: 6 months ago - Pushed at: 9 months ago - Stars: 2,054 - Forks: 145

horseee/Awesome-Efficient-LLM

A curated list for Efficient Large Language Models

Language: Python - Size: 62.3 MB - Last synced at: 6 days ago - Pushed at: 13 days ago - Stars: 1,637 - Forks: 130

horseee/LLM-Pruner

[NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baichuan, TinyLlama, etc.

Language: Python - Size: 5.92 MB - Last synced at: 7 days ago - Pushed at: 7 months ago - Stars: 1,006 - Forks: 116

arcee-ai/PruneMe

Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models

Language: Python - Size: 166 KB - Last synced at: 27 days ago - Pushed at: about 1 year ago - Stars: 229 - Forks: 28

lucaslie/torchprune

A research library for pytorch-based neural network pruning, compression, and more.

Language: Shell - Size: 6.62 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 154 - Forks: 22

CASIA-IVA-Lab/FLAP

[AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models

Language: Python - Size: 987 KB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 48 - Forks: 13

Adlik/model_optimizer_tf

Model optimizer used in Adlik.

Language: Python - Size: 223 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 39 - Forks: 6

cs-chan/Fuzzy-Compression

Caffe/Neon prototxt training file for our Neurocomputing2017 work: Fuzzy Quantitative Deep Compression Network

Language: Python - Size: 22.3 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 11 - Forks: 1

MedITSolutionsKurman/llama-pruning

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

Language: Python - Size: 756 KB - Last synced at: 4 months ago - Pushed at: 5 months ago - Stars: 6 - Forks: 0

AmazingDD/EC-SNN

Official code for "EC-SNN: Splitting Deep Spiking Neural Networks on Edge Devices" (IJCAI2024)

Language: Python - Size: 2.16 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 6 - Forks: 0

fernandaleonn/The-LIMA-s-traveling

This repository has the porpouse of give a solution to the travelling sales man problem

Language: Python - Size: 258 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

oswaldoludwig/Pruning-pre-trained-models-using-evolutionary-computation

This repository contains scripts to prune Wav2vec2 using a neuroevolution-based method. More details about this method can be found in the paper Compressing Wav2vec2 for Embedded Applications.

Language: Shell - Size: 4.53 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

git-disl/HQ-Ensemble

Hierarchical Ensemble Pruning

Language: Python - Size: 16.6 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

irugina/AP

attention pruning

Language: Python - Size: 1.84 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

yongduosui/ICPG

[JCST 2023] "Inductive Lottery Ticket Learning for Graph Neural Networks" by Yongduo Sui, Xiang Wang, Tianlong Chen, Meng Wang, Xiangnan He, Tat-Seng Chua.

Language: Python - Size: 434 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

kwsthsve/Othello-MiniMaxA-B

Play the Othello board game against the algorithm and try to win!

Language: Java - Size: 5.86 KB - Last synced at: 6 months ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

LukasHedegaard/channel-spa-experiments Fork of seulkiyeom/LRP_pruning

Experiments for channel-based Structured Pruning Adapters

Language: Python - Size: 1.63 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 1

IDT-ITI/B-FPGM

Code and trained models for our paper: N. Kaparinos, V. Mezaris, "B-FPGM: Lightweight Face Detection via Bayesian-Optimized Soft FPGM Pruning", Proc. IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW 2025).

Language: Python - Size: 5.31 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

t0re199/AIAKRR_PROJECT

Java implementation of an automatic player for the Murus Gallicus game.

Language: Java - Size: 27.3 KB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 2

itzdineshx/Cs50ai_tic_tac_toe_AI

A simple Tic Tac Toe Game with AI

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Harshika-123/Machine_Learning

Machine Learning Algorithms

Language: Jupyter Notebook - Size: 4.54 MB - Last synced at: 4 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

soonchangAI/LFPR

[PRL 2024] This is the code repo for our label-free pruning and retraining technique for autoregressive Text-VQA Transformers (TAP, TAP†).

Language: Python - Size: 353 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

saeidEmadi/NNS

NNS : Neural network surgery | academic assignment

Language: Jupyter Notebook - Size: 13 MB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

itsmattei/KEN

KEN: Unleash the power of large language models with the easiest and universal non-parametric pruning algorithm

Language: Python - Size: 32 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

ksheersagaragrawal/LotteryTicketPruning

Study and Implementation of various neural network pruning techniques. Extending the lottery ticket hypothesis to structured pruning for accelerated training while maintaining uncertainty and accuracy. The focus is on simplifying the model's complexity without sacrificing its overall performance or leading to overfitting.

Language: Jupyter Notebook - Size: 153 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

luhoangtan2003/Tic-Tac-Toe

Language: Python - Size: 0 Bytes - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

diogorrio/discovering_fm_for_treewidth

Project code developed to accompany the thesis of the bachelor programme BSc Data Science and Artificial Intelligence, taught by Universiteit Maastricht. It consists in (re-)discovering Forbidden Minors for Treewidth, through a series of graph search/analysis techniques.

Language: Python - Size: 323 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

st-olz/tree_models_productivity

Predicting employee productivity using tree models (decision tree cassification, cross validation, minimal cost-complexity pruning, random forest)

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aaronchan73/image-partitioning-trees

PA3 for UBC's CPSC221.

Language: C++ - Size: 24.5 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

brian-mckeown/connectFour

Web based Connect 4 game with an AI opponent.

Language: JavaScript - Size: 6.84 KB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0