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Hi there ๐Ÿ‘‹

I am Stefano, a passionate NLP Engineer, Craftsman, and Explorer ๐Ÿงญ.

Contributing to Haystack, the LLM orchestration Framework.

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About Me โœจ

๐Ÿ’ซ Structural Engineer turned Software Engineer with a passion for exploring the realms of Machine Learning and Natural Language Processing.

๐Ÿ” Formerly at 01S for 5 years, I specialized in information extraction and retrieval from unstructured documents, making valuable information accessible to Italian citizens.

๐Ÿ’™ Currently, I am proud to be part of deepset, contributing to Haystack, the open-source LLM Framework ๐Ÿ—๏ธ. I enjoy engaging with a vibrant community of users and contributors.

In my spare time:

  • I often take meditative walks ๐Ÿšถ
  • I dedicate myself to social volunteering โญ
  • I am part of a theatre group, I read, I watch films... ๐ŸŽจ

Recent content ๐Ÿงช๐Ÿ“š๐ŸŽฎ

  • ๐Ÿฆ™๐Ÿ“ฑ Running Small Language Models on a cheap smartphone (post)
  • ๐Ÿ’Ž gemma-2b-orpo-GGUF. Thoughts on quantization. (post + model)
  • ๐Ÿ’Ž gemma-2b-orpo: a Small Language Model trained with ORPO (post + model + notebooks)
  • ๐Ÿงช๐Ÿ“‘ From raw text to structured data with LLMs and function calling (post + notebook)
  • ๐Ÿงญ Choosing an embedding inference solution (post)

Explore my content collection ๐Ÿงฉ๐Ÿงฉ๐Ÿงฉ

Now Playing ๐ŸŽง

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Stefano Fiorucci's Projects

argilla icon argilla

โœจ Open-source tool for data-centric NLP. Argilla helps domain experts and data teams to build better NLP datasets in less time.

camelot icon camelot

A Python library to extract tabular data from PDFs

haystack icon haystack

:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

llms4devs icon llms4devs

Conference talk: from zero to your first LLM application

ollama icon ollama

Get up and running with Llama 2 and other large language models locally

osday icon osday

Open Source Day: Come join us and discover Open Source in the most inclusive way :)

randstad-ai-challenge icon randstad-ai-challenge

Randstad Artificial Intelligence Challenge (powered by VGEN). Soluzione proposta da Stefano Fiorucci (anakin87) - primo classificato

trl icon trl

Train transformer language models with reinforcement learning.

try-agents-haystack icon try-agents-haystack

Trying the Agents ๐Ÿ•ต๏ธ --> new feature introduced in Haystack 1.15.0 to make Large Language Models resolve complex queries and tasks

who-killed-laura-palmer icon who-killed-laura-palmer

Simple Question Answering system, based on data crawled from Twin Peaks Wiki. It is built using ๐Ÿ” Haystack, an awesome open-source framework for building search systems that work intelligently over large document collections.

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