a curated list of high-quality papers on resource-efficient LLMs 🌱

Soft Threshold Weight Reparameterization for Learnable Sparsity

Data System for Optimized Deep Learning Model Selection

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.

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).

Official repository of ICML'24 paper "Quality-Diversity with Limited Resources".

Based on the paper RED-Attack: Resource Efficient Decision-based Imperceptible Attack for Machine Learning https://arxiv.org/pdf/1901.10258.pdf

Normalizing Flow based Evaluation Metric for Generative Models

Combines the best of Python and JavaScript while remaining fast, stable, resource efficient and reliable. Allowing users to build anything.

Statify is a minimalist SpigotMC stat plugin.