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Title:Analiza in primerjava kakovosti rešitev velikih jezikovnih modelov pri reševanju spletnih programskih problemov : diplomsko delo
Authors:ID Oset, Andraž (Author)
ID Holobar, Aleš (Mentor) More about this mentor... New window
Files:.pdf VS_Oset_Andraz_2024.pdf (2,91 MB)
MD5: 324CBCBFB3DF2ECBFB3445D3902BF7F4
 
Language:Slovenian
Work type:Bachelor thesis/paper
Typology:2.11 - Undergraduate Thesis
Organization:FERI - Faculty of Electrical Engineering and Computer Science
Abstract: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.
Keywords:umetna inteligenca, veliki jezikovni modeli, analiza, spletno programiranje
Place of publishing:Maribor
Place of performance:Maribor
Publisher:[A. Oset]
Year of publishing:2024
Number of pages:1 spletni vir (1 datoteka PDF (XIII, 88 f.))
PID:20.500.12556/DKUM-89745 New window
UDC:004.8:004.774(043.2)
COBISS.SI-ID:219982595 New window
Publication date in DKUM:14.10.2024
Views:184
Downloads:50
Metadata:XML DC-XML DC-RDF
Categories:KTFMB - FERI
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Licences

License:CC BY-NC-ND 4.0, Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
Link:http://creativecommons.org/licenses/by-nc-nd/4.0/
Description:The most restrictive Creative Commons license. This only allows people to download and share the work for no commercial gain and for no other purposes.
Licensing start date:09.08.2024

Secondary language

Language:English
Title:Analysis and comparison of the quality of solutions of large language models in solving web programming problems
Abstract: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.
Keywords:Artificial intelligence, Large language models, Analysis, Web programming


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