marktechpost

How to Align Large Language Models with Human Preferences Using Direct Preference Optimization, QLoRA, and Ultra-Feedback

In this tutorial, we implement an end-to-end Direct Preference Optimization workflow to align a large language model with human preferences without using a reward model. We combine TRL’s DPOTrainer ...
Scientific Research Publishing

Emmerich, M.T.M. and Deutz, A.H. (2018) A Tutorial on Multiobjective Optimization: Fundamentals and Evolutionary Methods. Natural Computing, 17, 585-609.

ABSTRACT: Multi-objective optimization remains a significant and realistic problem in engineering. A trade-off among conflicting objectives subject to equality and inequality constraints is known as ...
IEEE

MatWPT: A MATLAB Tool for Wireless Power Transfer Systems Design Optimization

Abstract: This article presents MatWPT, an innovative software developed to support designers during the analysis and development of wireless power transfer (WPT) systems. The software, developed as a ...
GitHub

dbc-code

Multi-User-Transmit-Beamforming-Linear-Regression-Convex-Optimization-Tutorial Multi-User-Transmit-Beamforming-Linear-Regression-Convex-Optimization-Tutorial Public Forked from ...
IEEE

Distributed Optimization Methods for Multi-Robot Systems: Part 1—A Tutorial [Tutorial]

Abstract: Distributed optimization provides a framework for deriving distributed algorithms for a variety of multi-robot problems. This tutorial constitutes the first part of a two-part series on ...