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Juan Manuel Ortiz de Zarate
May 24, 20249 min read
Retrieval Augmented Generation: Increasing knowledge of your LLM
Dive into the world of Retrieval-Augmented Generation! See how RAG transforms AI responses by blending retrieval with generation.
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Juan Manuel Ortiz de Zarate
May 24, 20248 min read
The Mathematics of Language
Computers model text with vectors. Using Word2Vec, FastText, and Transformers, they understand and generate context-aware text. Learn how!
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Cristian Cardellino
May 23, 20249 min read
MLFlow + Hydra: A Framework for Experimentation with Python
In this article I share a experimentation framework I work with in my daily job. It uses MLFlow and Hydra to facilitate hypothesis testing.
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Cristian Cardellino
May 5, 202410 min read
Tracking Multiple Experiments with Hydra
In this article we'll explore Hydra, a tool for managing multiple configuration parameters and file when doing machine learning for research
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Cristian Cardellino
Apr 27, 202413 min read
The Age of Digital Deception: The Dangers of Deep Fakes
Recent years have birthed a dangerous usage of the technology offered by neural networks, the deep fakes. We'll explore them in this article
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Cristian Cardellino
Apr 21, 202410 min read
Analyzing Discourse with Artificial Intelligence: What is Argumentation Mining?
Are political discourses consistent? Is a judgment fair? In this article, we'll explore argumentation mining, an AI field to analyze debates
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