Antonio Antunes

Antonio Antunes

Artificial Intelligence

821 stories

Antonio Antunes

Antonio Antunes

Python Stack

203 stories

An outdated car in a street
Antonio Antunes

Antonio Antunes

Natural Language Processing

2008 stories

We explore whether large language model (LLM) scaling laws are skill-dependent. Analyzing tasks like QA and code generation, we find scaling behavior varies by skill. Even when controlling for pretraining data, knowledge and reasoning tasks scale differently. Our findings reveal that validation set skill composition can significantly affect compute-optimal model size — by up to 50%.
Antonio Antunes

Antonio Antunes

Full Stack

102 stories

Antonio Antunes

Antonio Antunes

Deep Learning

227 stories

Antonio Antunes

Antonio Antunes

Machine Learning

460 stories

Antonio Antunes

Antonio Antunes

Data Science

283 stories

Antonio Antunes

Antonio Antunes

Mathematics

332 stories

A Simple Look at Simple Random Walks
Antonio Antunes

Antonio Antunes

Reinforcement Learning

41 stories

Antonio Antunes

Antonio Antunes

Cognitive Science

8 stories

Antonio Antunes

Antonio Antunes

Generative AI

97 stories

GPT-4o’s Native Image Generation
Antonio Antunes

Antonio Antunes

Science

124 stories

A stunning photorealistic space scene featuring a supermassive black hole at the center of a galaxy with vivid streams of ultraviolet radiation in purple and blue hues. A nearby exoplanet with a glowing blue-green atmosphere is partly shielded by an ozone layer, and colorful organic molecules are visible forming in its upper atmosphere. Stars and cosmic dust fill the background, creating a dramatic, awe-inspiring effect.
Antonio Antunes

Antonio Antunes

Data Visualization

16 stories

Antonio Antunes

Antonio Antunes

Code Interview Preparation

116 stories

Antonio Antunes

Antonio Antunes

Entrepreneurship

95 stories

Antonio Antunes

Antonio Antunes

Code Studio

44 stories

Antonio Antunes

Antonio Antunes

MLOPS

140 stories

Antonio Antunes

Antonio Antunes

DATA Engineering

209 stories

Antonio Antunes

Antonio Antunes

System Design

263 stories

Antonio Antunes

Antonio Antunes

Space

1 story

Antonio Antunes

Antonio Antunes

Software Developer working on Artificial Intelligence and Natural Language Processing technologies