Gabriele Sgroi, PhDinTowards Data ScienceA Simple Framework for RAG Enhanced Visual Question AnsweringEmpowering Phi-3.5-vision with Wikipedia knowledge for augmented Visual Question Answering.Aug 30Aug 30
Gabriele Sgroi, PhDinTowards AISemantic Tagging: Create Meaningful Tags for your Text DataFine-tuning Large Language Models with Identity Preference Optimization to enhance the semantic alignment of textual tags.Mar 8Mar 8
Gabriele Sgroi, PhDinTowards Data ScienceCreate your Vision Chat Assistant with LLaVAGet started with multimodal conversational models using the open-source LLaVA model.Nov 11, 20233Nov 11, 20233
Gabriele Sgroi, PhDinTowards Data ScienceCreating a LLaMa 2 Agent Empowered with Wikipedia KnowledgePowering up LLaMa 2 with retrieval augmented generation to seek and use information from Wikipedia.Sep 26, 20231Sep 26, 20231
Gabriele Sgroi, PhDinTowards Data ScienceImage composition with pre-trained diffusion modelsA technique to increase control over the images generated by pre-trained text-to-image diffusion models.Jul 12, 2023Jul 12, 2023
Gabriele Sgroi, PhDinTowards Data ScienceCan AI Draw Emotions?Testing the ability of Dall-E to deal with abstract topicsAug 10, 2022Aug 10, 2022
Gabriele Sgroi, PhDinTowards Data ScienceEvolving a Neural Network in a sparse reward environmentUsing genetic algorithms to solve the Lunar Lander Continuous environment with a sparse reward.Mar 24, 2022Mar 24, 2022
Gabriele Sgroi, PhDinTowards Data ScienceNews category classification: fine-tuning RoBERTa on TPUs with TensorFlowA tutorial on multiclass text classification using Hugging Face transformers.Sep 6, 2021Sep 6, 2021