Gabriele Sgroi, PhD – Medium

Gabriele Sgroi, PhD

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Data Science Collective

How To Build a Multi-Source Knowledge Graph Extractor from Scratch

How to leverage Large Language Models to create consistent Knowledge Graphs from multiple sources

Apr 27

How To Build a Multi-Source Knowledge Graph Extractor from Scratch

Apr 27

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TDS Archive

Multi-Agentic RAG with Hugging Face Code Agents

Using Qwen2.5–7B-Instruct powered code agents to create a local, open source, multi-agentic RAG system

Dec 31, 2024

Multi-Agentic RAG with Hugging Face Code Agents

Dec 31, 2024

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TDS Archive

A Simple Framework for RAG Enhanced Visual Question Answering

Empowering Phi-3.5-vision with Wikipedia knowledge for augmented Visual Question Answering.

Aug 30, 2024

A Simple Framework for RAG Enhanced Visual Question Answering

Aug 30, 2024

Published in

Towards AI

Semantic Tagging: Create Meaningful Tags for your Text Data

Fine-tuning Large Language Models with Identity Preference Optimization to enhance the semantic alignment of textual tags.

Mar 8, 2024

Semantic Tagging: Create Meaningful Tags for your Text Data

Mar 8, 2024

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TDS Archive

Create your Vision Chat Assistant with LLaVA

Get started with multimodal conversational models using the open-source LLaVA model.

Nov 11, 2023

Create your Vision Chat Assistant with LLaVA

Nov 11, 2023

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TDS Archive

Creating a LLaMa 2 Agent Empowered with Wikipedia Knowledge

Powering up LLaMa 2 with retrieval augmented generation to seek and use information from Wikipedia.

Sep 26, 2023

Creating a LLaMa 2 Agent Empowered with Wikipedia Knowledge

Sep 26, 2023

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TDS Archive

Image composition with pre-trained diffusion models

A technique to increase control over the images generated by pre-trained text-to-image diffusion models.

Jul 12, 2023

Image composition with pre-trained diffusion models

Jul 12, 2023

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TDS Archive

Can AI Draw Emotions?

Testing the ability of Dall-E to deal with abstract topics

Aug 10, 2022

Can AI Draw Emotions?

Aug 10, 2022

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TDS Archive

Evolving a Neural Network in a sparse reward environment

Using genetic algorithms to solve the Lunar Lander Continuous environment with a sparse reward.

Mar 24, 2022

Evolving a Neural Network in a sparse reward environment

Mar 24, 2022

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TDS Archive

News category classification: fine-tuning RoBERTa on TPUs with TensorFlow

A tutorial on multiclass text classification using Hugging Face transformers.

Sep 6, 2021

News category classification: fine-tuning RoBERTa on TPUs with TensorFlow

Sep 6, 2021

Gabriele Sgroi, PhD

Gabriele Sgroi, PhD

Machine Learning Scientist | PhD in Theoretical Physics | LinkedIn: https://www.linkedin.com/in/gabriele-sgroi-043242219

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