a curated list of high-quality papers on resource-efficient LLMs 🌱
Soft Threshold Weight Reparameterization for Learnable Sparsity
Papez: Resource-Efficient Speech Separation with Auditory Working Memory (ICASSP 2023)
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.
Data System for Optimized Deep Learning Model Selection
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).
[EMNLP 2025 System Demonstrations] GraDeT-HTR: A Resource-Efficient Bengali Handwritten Text Recognition System utilizing Grapheme-based Tokenizer and Decoder-only Transformer
Official repository of ICML'24 paper "Quality-Diversity with Limited Resources".
Crossplatform lightweight pomodoro timer with modern designed GUI written on Rust.
Based on the paper RED-Attack: Resource Efficient Decision-based Imperceptible Attack for Machine Learning https://arxiv.org/pdf/1901.10258.pdf
Official code for 'Resource-Efficient CSI Prediction: A Gated Fusion and Factorized Projection Approach' (IEEE Communications Letters, 2026). GRU + Luong Attention + Gated Fusion + DSLH for MIMO channel prediction. arXiv:2605.06578
Stable MCP supervisor proxy for stdio servers: cached discovery, unified mcp.wrapper lifecycle control, and on-demand backend processes.
Statify is a minimalist SpigotMC stat plugin.
Normalizing Flow based Evaluation Metric for Generative Models
Resource-efficient wearer-aware event recognition on earables (DreamCatcher dataset)
⚡ Curated list of lightweight, resource-efficient Linux tools for low-spec systems, VPS, and embedded devices
Local AI toolkit for Linux: offline Ollama chat + SDXL image generation + visual editor in one PyQt6 app. Privacy-first, works on CPU.
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.
SnailDriver is a free full-version tool for Windows that analyzes your system to identify outdated drivers for optimal performance. It runs in the background and generates detailed reports. Download the latest version free.
Desktops is a free full-version customization tool for Windows that enables up to four virtual desktops, helping you organize tasks and reduce desktop clutter. Download the latest version free and enhance your productivity.
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