Title

A platform for using and customizing LLMs for specialized tasks

Creator

Chastoukis, Charalampos

Abstract

This project entails the design of a specialized Large Language Model (LLM) platform aimed to be ultimately used for enhancing satellite data management and decision-making processes in satellite communications. This project is a subset of the Deree R&D initiative, "SATELLITE NETWORK OF EXPERTS V," which aims to exploit the potential of LLM’s for revolutionizing the processing, interpretation, and capitalization of satellite data. The platform includes a user interface that is interactive in supporting the prompting, augmenting, and testing of the LLMs developed by the Deree R&D initiative. Furthermore, the platform uses a vector-based database to incorporate additional context enhancements to the fine-tuned models.

Keywords

LLM

Augmenting

Testing

Subject

information technology

Date Available

June 10, 2024

Type

Software development

Course

ITC 4918 Software Development Capstone Project

Instructor

Christou, Ioannis

Session

Design, IT & Video Projects

Location

Student Lounge

Event

Year 2024 | 8th Annual Student Research and Creative Arts Symposium