Integracija velikih jezikovnih modelov v mobilne rešitve

diplomsko delo

David Balažic (Author), Iztok Fister (Mentor), Damijan Novak (Co-mentor)

Abstract

Diplomsko delo se osredotoča na analizo in implementacijo velikih jezikovnih modelov v mobilne rešitve z namenom raziskave njihovega delovanja, integracije in vpliva na uporabniško izkušnjo. V prvem delu je predstavljen teoretični del delovanja velikih jezikovnih delov. V praktičnem delu je ponazorjeno implementiranje teh modelov v mobilne rešitve in predstavljanje pristopa delovanja preko programskega vmesnika ter neposredno na napravi. Rezultati raziskave kažejo, da je pristop s programskim vmesnikom primernejši ob uporabi kompleksnejših modelov, vendar se pristop neposredno na napravi izkaže za koristnega ob uporabi manjših modelov.

Keywords

veliki jezikovni modeli;umetna inteligenca;mobilne rešitve;model;diplomske naloge;

Data

Language:	Slovenian
Year of publishing:	2024
Typology:	2.11 - Undergraduate Thesis
Organization:	UM FERI - Faculty of Electrical Engineering and Computer Science
Publisher:	[D. Balažic]
UDC:	[004.8:519.766]:004.777(043.2)
COBISS:	223390979
Views:	0
Downloads:	11
Average score:	0 (0 votes)
Metadata:

Other data

Secondary language:	English
Secondary title:	Integrating large language models into mobile solutions
Secondary abstract:	The thesis focuses on analyzing and implementing large language models in mobile solutions to investigate their performance, integration and impact on the user experience. The first part presents the theoretical part of how large language models function. The practical part focuses on implementing these models in mobile solutions and explores the approach of utilizing them through an application programming interface and directly on the device. The results show that the application programming interface approach is more suitable when using more complex models. Still, the direct on-device approach proves to be beneficial when using smaller models.
Secondary keywords:	large language models;artificial intelligence;mobile solutions;model;bachelor's degrees;
Type (COBISS):	Bachelor thesis/paper
Thesis comment:	Univ. v Mariboru, Fak. za elektrotehniko, računalništvo in informatiko, Informatika in tehnologije komuniciranja
Pages:	1 spletni vir (1 datoteka PDF (X, 48 f.))
ID:	24946505