anakin87/fact-checking-rocks

Fact checking baseline combining dense retrieval and textual entailment

Hi there 👋

I am Stefano, a passionate NLP Engineer, Craftsman, and Explorer 🧭.

Contributing to Haystack, the LLM orchestration Framework.

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About Me ✨

💫 Structural Engineer turned Software Engineer with a passion for exploring the realms of Machine Learning and Natural Language Processing.

🔍 Formerly at 01S for 5 years, I specialized in information extraction and retrieval from unstructured documents, making valuable information accessible to Italian citizens.

💙 Currently, I am proud to be part of deepset, contributing to Haystack, the open-source LLM Framework 🏗️. I enjoy engaging with a vibrant community of users and contributors.

In my spare time:

• I often take meditative walks 🚶
• I dedicate myself to social volunteering ⭐
• I am part of a theatre group, I read, I watch films... 🎨

Recent content 🧪📚🎮

• 🔎 Sparse Embedding Retrieval in Haystack (post + notebook)
• Playing with 🦙 Llama 3 (RAG about Oscar night 🎬) (post + notebook)
• 🦙📱 Running Small Language Models on a cheap smartphone (post)
• 💎 gemma-2b-orpo-GGUF. Thoughts on quantization. (post + model)
• 💎 gemma-2b-orpo: a Small Language Model trained with ORPO (post + model + notebooks)

Explore my content collection 🧩🧩🧩

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