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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 25, 20249 min read
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A Brief Introduction to Mixtures-of-Experts
In this article, we will explore the Mixture-of-Experts (MoE) and discuss the idea behind the gating mechanism used by the Sparse MoE.
Cristian Cardellino
Mar 26, 20248 min read
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Generative vs. Discriminative Models in Machine Learning
What are Generative Models? What are Discriminative Models? In this article we'll go through the fundamentals of each type of model.
Cristian Cardellino
Feb 7, 20249 min read
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From GPT-3 to GPT-4: How OpenAI is Revolutionising Large Language Models
Intro to Large Language Models (LLMs)

Claudio S. De Mutiis
Aug 28, 202310 min read
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