Manufacturing SOP Software Turns Shop Floor Training Videos Into Usable Procedures as Factories Struggle to Preserve Operational Knowledge

Manufacturing SOP creation is breaking down as critical process knowledge remains trapped in training videos and ...
GitHub

SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models

Large language models (LLMs) show excellent performance but are compute- and memory-intensive. Quantization can reduce memory and accelerate inference. However, for LLMs beyond 100 billion parameters, ...
IEEE

Range Extension with Supernormals for Mixed-Precision 8-bit DNN Training

Abstract: To date, the most promising methods for 8-bit DNN training use two different floating-point formats: a 5-bit ex-ponent for greater range on gradients in the backwards pass, and a 4-bit ...
IEEE

IEEE Communications Surveys and Tutorials

Abstract: I welcome you to the fourth issue of the IEEE Communications Surveys and Tutorials in 2021. This issue includes 23 papers covering different aspects of communication networks. In particular, ...
GitHub

uldyssian-sh/vmware-aria-suite-8-learn

A comprehensive learning platform and toolkit for VMware Aria Suite 8, providing enterprise-grade infrastructure management, automation, and monitoring solutions. This repository contains practical ...