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Juan Manuel Ortiz de Zarate
Jan 319 min read
DeepSeek, the game-changing model
DeepSeek R1 enhances AI reasoning with reinforcement learning and distillation, achieving top-tier performance while maintaining efficiency
8 views


Juan Manuel Ortiz de Zarate
Nov 8, 202410 min read
Measuring Intelligence: Key Benchmarks and Metrics for LLMs
A comprehensive review of essential benchmarks and metrics for evaluating Large Language Models, from accuracy to fairness and conversationa
7 views


Juan Manuel Ortiz de Zarate
Oct 9, 20249 min read
Orca: The New LLM Teacher
Orca 2: A smaller AI model that rivals larger ones by mastering task-specific reasoning, achieving high performance with less computation.
12 views


Juan Manuel Ortiz de Zarate
Aug 27, 20249 min read
AI Researchers
AI Scientist automates research, generating ideas, running experiments, and writing papers, challenging AI's role in novel scientific discov
5 views


Juan Manuel Ortiz de Zarate
Jul 17, 202410 min read
Biases in LLMs
Explore the hidden biases in LLMs and their impact. The opinions of which sector of society are reflected in them?
22 views


Juan Manuel Ortiz de Zarate
Jul 6, 202410 min read
Measuring Controversy in Social Networks through NLP
Discover how NLP tools can identify and analyze contentious topics.
11 views


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.
24 views


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!
24 views

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
10 views

Cristian Cardellino
Mar 26, 20248 min read
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.
32 views


Cristian Cardellino
Feb 28, 20248 min read
A Brief Overview of Diffusion Models and Their Applications
In this article we will go through a brief review of diffusion models, how they work, what their usages are and what are the existing tools.
38 views

Claudio S. De Mutiis
Aug 28, 202310 min read
From GPT-3 to GPT-4: How OpenAI is Revolutionising Large Language Models
Intro to Large Language Models (LLMs) In the rapidly evolving world of artificial intelligence, large language models have emerged as...
34 views
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