horseee/LLM-Pruner

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

Language: Python - Size: 5.95 MB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 697 - Forks: 73

horseee/Awesome-Efficient-LLM

A curated list for Efficient Large Language Models

Language: Python - Size: 40.5 MB - Last synced: 16 days ago - Pushed: 19 days ago - Stars: 850 - Forks: 63

arcee-ai/PruneMe

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

Language: Python - Size: 166 KB - Last synced: 16 days ago - Pushed: about 2 months ago - Stars: 111 - Forks: 15

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

Experiments for channel-based Structured Pruning Adapters

Language: Python - Size: 1.63 MB - Last synced: 18 days ago - Pushed: 18 days ago - Stars: 0 - Forks: 1

psunlpgroup/D-Pruner

[NAACL Findings 2024] Pruning as a Domain-specific LLM Extractor. Support LLaMA2.

Language: Python - Size: 5.03 MB - Last synced: 24 days ago - Pushed: 24 days ago - Stars: 4 - Forks: 0

AmazingDD/EC-SNN

This is the repository of our article published in IJCAI 2024 "EC-SNN: Splitting Deep Spiking Neural Networks on Edge Devices".

Language: Python - Size: 1.22 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

neuralmagic/sparseml

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

Language: Python - Size: 260 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 1,976 - Forks: 140

CASIA-IVA-Lab/FLAP

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

Language: Python - Size: 987 KB - Last synced: about 1 month ago - Pushed: 5 months ago - Stars: 23 - Forks: 3

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: 4 months ago - Pushed: 4 months 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: 4 months ago - Pushed: 4 months ago - Stars: 0 - 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: 6 months ago - Pushed: 6 months ago - Stars: 1 - 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: 6 months ago - Pushed: 6 months ago - Stars: 3 - Forks: 0

aaronchan73/image-partitioning-trees

PA3 for UBC's CPSC221.

Language: C++ - Size: 24.5 MB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 0 - 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: 7 months ago - Pushed: 7 months ago - Stars: 2 - Forks: 0

lucaslie/torchprune

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

Language: Shell - Size: 6.62 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 154 - Forks: 22

luhoangtan2003/Tic-Tac-Toe

Language: Python - Size: 0 Bytes - Last synced: 8 months ago - Pushed: 8 months 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: 9 months ago - Pushed: about 7 years 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: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

Adlik/model_optimizer_tf

Model optimizer used in Adlik.

Language: Python - Size: 223 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 39 - Forks: 6

st-olz/tree_models_productivity

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

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

irugina/AP

attention pruning

Language: Python - Size: 1.84 MB - Last synced: over 1 year ago - Pushed: about 3 years ago - Stars: 2 - Forks: 0

t0re199/AIAKRR_PROJECT

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

Language: Java - Size: 25.4 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 2

git-disl/HQ-Ensemble

Hierarchical Ensemble Pruning

Language: Python - Size: 16.6 KB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

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: about 1 year ago - Pushed: about 6 years ago - Stars: 11 - Forks: 1