Topic: "resource-efficient"
tiingweii-shii/Awesome-Resource-Efficient-LLM-Papers
a curated list of high-quality papers on resource-efficient LLMs 🌱
Size: 336 KB - Last synced at: 27 days ago - Pushed at: 3 months ago - Stars: 117 - Forks: 7
RAIVNLab/STR
Soft Threshold Weight Reparameterization for Learnable Sparsity
Language: Python - Size: 63.5 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 84 - Forks: 11
ADALabUCSD/cerebro-system
Data System for Optimized Deep Learning Model Selection
Language: Python - Size: 31.2 MB - Last synced at: 17 days ago - Pushed at: over 2 years ago - Stars: 21 - Forks: 11
RETIT/opentelemetry-javaagent-extension
This repository contains an extension for the OpenTelemetry Java Auto-Instrumentation agent to collect resource demand data and to publish carbon emissions of software systems.
Language: Java - Size: 2.01 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 16 - Forks: 2
athglentis/feather
Feather is a module that enables effective sparsification of neural networks during training. This repository accompanies the paper "Feather: An Elegant Solution to Effective DNN Sparsification" (BMVC2023).
Language: Python - Size: 863 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 7 - Forks: 0
nyxland/nyx
Combines the best of Python and JavaScript while remaining fast, stable, resource efficient and reliable. Allowing users to build anything.
Language: TypeScript - Size: 101 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 3 - Forks: 0
lamda-bbo/RefQD
Official repository of ICML'24 paper "Quality-Diversity with Limited Resources".
Language: Python - Size: 90.8 KB - Last synced at: 13 days ago - Pushed at: 12 months ago - Stars: 3 - Forks: 0
srrtth/RED-Attack-Resource-Efficient-Decision-based-Attack-for-Machine-Learning
Based on the paper RED-Attack: Resource Efficient Decision-based Imperceptible Attack for Machine Learning https://arxiv.org/pdf/1901.10258.pdf
Language: Python - Size: 2.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
quantumbagel/Statify
Statify is a minimalist SpigotMC stat plugin.
Language: Java - Size: 18.6 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
Edmon02/edge-mlops-monitor
A lightweight, resource-efficient MLOps monitoring solution for machine learning models deployed on edge devices. Features system health tracking, model I/O logging, drift detection, and cloud telemetry.
Language: Python - Size: 105 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0
