20.500.12556/DKUM-89745 Analiza in primerjava kakovosti rešitev velikih jezikovnih modelov pri reševanju spletnih programskih problemov diplomsko delo Analysis and comparison of the quality of solutions of large language models in solving web programming problems V diplomskem delu smo analizirali učinkovitost in kakovost rešitev velikih jezikovnih modelov pri reševanju spletnih programskih problemov. V uvodnem delu smo podrobno predstavili spletne označevalne jezike, programske jezike ter spletne tehnologije, uporabljene v našem delu, in opisali področje umetne inteligence, s poudarkom na velikih jezikovnih modelih. V osrednjem delu smo izvedli temeljito analizo teh modelov pri reševanju spletnih programskih problemov. Pripravili smo prilagojen nabor vprašanj. Analiza temelji na modelih ChatGPT in Blackbox AI, ki smo ju uporabili za oceno uspešnosti in kakovosti. Jezikovni model ChatGPT je bil malo boljši, saj je pokazal nekoliko višjo raven kakovosti pri reševanju zastavljenih nalog. In the diploma thesis, we analysed the efficiency and quality of solutions provided by large language models in solving web programming problems. In the introductory part, we detailed the web markup languages, programming languages, and web technologies used in our work, and described the field of artificial intelligence, with an emphasis on large language models. In the central part, we conducted a thorough analysis of these models in solving web programming problems. We prepared a tailored set of questions for this purpose. The analysis is based on ChatGPT and Blackbox AI models, which we used to assess performance and quality. ChatGPT showed slightly better performance, demonstrating a higher level of quality in solving the tasks posed. umetna inteligenca veliki jezikovni modeli analiza spletno programiranje Artificial intelligence Large language models Analysis Web programming true true false [A. Oset] Slovenski jezik Angleški jezik Diplomsko delo/naloga 2024-08-09 02:18:45 2024-10-14 09:51:54 2024-12-21 03:12:49 0000-00-00 00:00:00 2024 0 Maribor 0 Maribor 1 spletni vir (1 datoteka PDF (XIII, 88 f.)) 0000-00-00 NiDoloceno NiDoloceno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004.8:004.774(043.2) 219982595 VS_Oset_Andraz_2024.pdf VS_Oset_Andraz_2024.pdf 1 324CBCBFB3DF2ECBFB3445D3902BF7F4 5018789921732e28ce86a42965a997daed8c75b9b7f8f22570dc17b3f3051c26 8c0be171-55e7-11ef-97b6-00155d000105 https://dk.um.si/Dokument.php?lang=slv&id=182162 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0