Elias's Projects
Example application for training Microsofts's pretrained BEiT image transformer model on a new image classification task
Example application for using the BGE-M3 embedding model and Google's Gemma-2-9B-Instruct generation model in a LangChain-based RAG pipeline to answer Lord of the Rings trivia questions
Application for training the pretrained transformer model DeBERTaV3 on an Aspect Based Sentiment Analysis task
Application for training Facebooks's pretrained Detection Transformer model on a new object detection task
Config files for my GitHub profile.
Small application to test out some functionality of OpenAIs Generative Pre-Trained Transformer (GPT-2) Model
Small web application to experiment with Spring, JPA and Hibernate
Example application for applying QLoRA-based Parameter-Efficient Fine-Tuning (PEFT) to a Stance Detection task using Gemma-2-9B-Instruct
Example application for applying QLoRA-based Parameter-Efficient Fine-Tuning (PEFT) to a sentence pair classification task using Mistral-7B and Llama3-8B
Some experiments to compare the performances of some pre-trained transformer models on a basic sentiment regression task
Example application for the task of fine-tuning pretrained machine translation models on highly domain-specific, self-extracted translated sentences
Example application for training Google's pretrained Vision Transformer model on an image classification task with a large number of labels