nnti.This repository contains the implementation of the term project for the course Neural Networks: Theory and Implementation. It was implemented by Dhimitrios Duka and Kai Wittenmayer. The project focuses on fine-tuning multilingual language models (LLMs) using parameter-efficient tuning (PEFT) methods like BitFit, LoRA, and IA3.