pruning-algorithms

There are 0 repository under pruning-algorithms topic.

sparseml
neuralmagic / sparseml
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
pytorch keras sparsification-recipes tensorflow smaller-models deep-learning-library deep-learning-algorithms deep-learning-models automl pruning-algorithms sparsity sparsification pruning computer-vision-algorithms object-detection image-classification nlp onnx transfer-learning
Language:Python 1975
horseee / Awesome-Efficient-LLM
A curated list for Efficient Large Language Models
compression knowledge-distillation language-model llm model-quantization pruning-algorithms efficient-llm llm-compression
Language:Python 780
horseee / LLM-Pruner
[NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support LLaMA, Llama-2, BLOOM, Vicuna, Baichuan, etc.
baichuan bloom chatglm compression language-model llama llama-2 llm neurips-2023 pruning pruning-algorithms vicuna
Language:Python 645
lucaslie / torchprune
A research library for pytorch-based neural network pruning, compression, and more.
neural-networks filter-pruning weight-pruning coresets deep-learning generalization-ability pytorch machine-learning tensor-decomposition sparsification sparsity compression neural-architecture-search tinyml pruning pruning-algorithms
Language:Shell 160
Adlik / model_optimizer_tf
Model optimizer used in Adlik.
model-optimizer adlik-optimizer pruning-algorithms knowledge-distillation
Language:Python 41
CASIA-IVA-Lab / FLAP
[AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models
aaai-2024 compression llama llm pruning pruning-algorithms structured-pruning vicuna
Language:Python 23
cs-chan / Fuzzy-Compression
Caffe/Neon prototxt training file for our Neurocomputing2017 work: Fuzzy Quantitative Deep Compression Network
compression-algorithm computer-vision data-compression deep-learning fuzzy-deep-learning fuzzy-sets model-compression object-detection object-recognition pruning pruning-algorithms
Language:Python 12
git-disl / HQ-Ensemble
Hierarchical Ensemble Pruning
deep-learning dataset ensemble-learning pruning-algorithms
Language:Python 4
fernandaleonn / The-LIMA-s-traveling
This repository has the porpouse of give a solution to the travelling sales man problem
mathematical-optimization traveling-salesman-problem pruning-algorithms
Language:Python 3
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.
asr e2e-asr evolutionary-algorithms evolutionary-computation genetic-algorithm huggingface model-compression pre-trained-model pruning pruning-algorithms pruning-optimization pytorch transformer-models wav2vec wav2vec2
Language:Shell 2
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.
graph-neural-networks pruning-algorithms sparsity
Language:Python 2
irugina / AP
attention pruning
attention-mechanism pruning-algorithms transformer bert fairseq
Language:Python 1
kwsthsve / Othello-MiniMaxA-B
Play the Othello board game against the algorithm and try to win!
artificial-intelligence aueb aueb-students minimax-algorithm pruning-algorithms othello java
Language:Java 1
AmazingDD / EC-SNN
This is the repository of our article published in IJCAI 2024 "EC-SNN: Splitting Deep Spiking Neural Networks on Edge Devices".
distributed-computing edge edge-computing pruning-algorithms spiking-neural-networks split-learning
Language:Python 0
brian-mckeown / connectFour
Web based Connect 4 game with an AI opponent.
game javascript ai minimax-algorithm decision-trees pruning-algorithms
Language:JavaScript 0
diogorrio / discovering_fm_for_treewidth
Project code developed to accompany the thesis of the bachelor programme BSc Data Science and Artificial Intelligence taught @ Universiteit Maastricht. It consists in (re-)discovering Forbidden Minors for Treewidth, through a series of graph search/analysis techniques.
exhaustiveness-checking f4 f5 forbidden-minors graph-theory-algorithms pruning-algorithms thesis treewidth
Language:Python 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.
accuracy-analysis cifar10 mnist-dataset pruning-algorithms uncertainty-quantification expected-caliberation-error make-moons monte-carlo-drop-out reliability-diagram
Language:Jupyter Notebook 0
st-olz / tree_models_productivity
Predicting employee productivity using tree models (decision tree cassification, cross validation, minimal cost-complexity pruning, random forest)
cross-validation decision-trees pruning-algorithms random-forest
Language:Jupyter Notebook 0
t0re199 / AIAKRR_PROJECT
Java implementation of an automatic player for the Murus Gallicus game.
artificial-intelligence heuristic-search-algorithms java minimax-algorithm pruning-algorithms
Language:Java 0
itsmattei / KEN
KEN: Unleash the power of large language models with the easiest and universal non-parametric pruning algorithm
kernel-density-estimation llm pruning-algorithms transformer
Language:Python
luhoangtan2003 / Tic-Tac-Toe
pruning-algorithms tic-tac-toe
Language:Python
channel-spa-experiments
LukasHedegaard / channel-spa-experiments
Experiments for channel-based Structured Pruning Adapters
adapters deep-learning image-recognition pruning-algorithms transfer-learning structured-pruning-adapters
Language:Python
psunlpgroup / D-Pruner
[NAACL Findings 2024] Pruning as a Domain-specific LLM Extractor
compression-algorithm findings llama2 llm naacl naacl2024 pruning-algorithms domain-specific-compression

pruning-algorithms

neuralmagic / sparseml

horseee / Awesome-Efficient-LLM

horseee / LLM-Pruner

lucaslie / torchprune

Adlik / model_optimizer_tf

CASIA-IVA-Lab / FLAP

cs-chan / Fuzzy-Compression

git-disl / HQ-Ensemble

fernandaleonn / The-LIMA-s-traveling

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

yongduosui / ICPG

irugina / AP

kwsthsve / Othello-MiniMaxA-B

AmazingDD / EC-SNN

brian-mckeown / connectFour

diogorrio / discovering_fm_for_treewidth

ksheersagaragrawal / LotteryTicketPruning

st-olz / tree_models_productivity

t0re199 / AIAKRR_PROJECT

itsmattei / KEN

luhoangtan2003 / Tic-Tac-Toe

LukasHedegaard / channel-spa-experiments

psunlpgroup / D-Pruner