resource-efficient

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)

Data System for Optimized Deep Learning Model Selection

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.

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

Normalizing Flow based Evaluation Metric for Generative Models

Resource-efficient wearer-aware event recognition on earables (DreamCatcher dataset)

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.

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.