Παραγωγή κώδικα με τη χρήση μεγάλων γλωσσικών μοντέλων : από την αρχιτεκτονική transformer στην πράξη

Καραμολέγκος, Ελευθέριος

Code generation with the usage of large language models : from transformers architecture to practice

Bachelor Dissertation

Author

Καραμολέγκος, Ελευθέριος

Date

2025-06

Abstract

This thesis explores modern approaches to automatic software generation using Artificial Intelligence (AI), with a particular focus on Large Language Models (LLMs) and the Transformer architecture. The objective is to investigate the technologies enabling code generation, along with the associated advantages, challenges, and risks. The methodology includes an overview of the core Transformer mechanisms, the design and training of LLMs, and performance evaluation in coding tasks. The findings demonstrate that AI-driven software development significantly enhances efficiency, accuracy, and automation potential, while also raising important ethical and technical considerations that must be addressed to ensure safe and responsible deployment.

Department

Σχολή Τεχνολογιών Πληροφορικής και Επικοινωνιών. Τμήμα Πληροφορικής

Number of pages

Language

Greek

URI

https://dione.lib.unipi.gr/xmlui/handle/unipi/18019

Collections

Τμήμα Πληροφορικής

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Αναφορά Δημιουργού 3.0 Ελλάδα