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Biases in LLMs
Explore the hidden biases in LLMs and their impact. The opinions of which sector of society are reflected in them?

Juan Manuel Ortiz de Zarate
Jul 17, 202410 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.

Juan Manuel Ortiz de Zarate
May 24, 20249 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!

Juan Manuel Ortiz de Zarate
May 24, 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.
Cristian Cardellino
May 23, 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
Cristian Cardellino
May 5, 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
Cristian Cardellino
Apr 21, 202410 min read


Keeping Track of Experiments with MLFlow
This article introduces MLFlow and shows you how this great tool can help you boost your productivity in an experimentation environment.
Cristian Cardellino
Feb 16, 202411 min read
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