Browsing: Data Science
Inspired by Andrej Kapathy’s recent youtube video on Let’s reproduce GPT-2 (124M), I’d like to rebuild it with most of the training optimizations in Jax. Jax…
Adding evaluation, automated data pulling, and other improvements.From Film Search to Rosebud 🌹. Image from Unsplash.Table of ContentsIntroductionOffline EvaluationOnline EvaluationAutomated Data Pulling with PrefectSummaryRelevant LinksA few…
29 min read·16 hours agoSource: GPT-4oTL;DRIn the humanitarian response world there can be tens of thousands of tabular (CSV and Excel) datasets, many of which contain…
The ability to turn ideas into software products is a great skill to learn. In this blog, I will describe what it takes, and how to…
Which features carry the most weight? How do original features contribute to principal components? These 5 visualization types have the answer.Photo by Andrew Neel on UnsplashPrincipal…
Photo by Eugene Golovesov on UnsplashHow the analogy-completion task changed word representationThis essay aims to discuss the development of the word2vec and GloVe algorithms as it…
What’s the business model for generative AI, given what we know today about the technology and the market?Photo by Ibrahim Rifath on UnsplashOpenAl has built one…
Start by defining the objective for each agent or prompt. Stick to one cognitive process type per agent, such as: conceptualizing a landing page, selecting components,…
There is a race towards language models with longer context windows. But how good are they, and how can we know?The context window of language models…
And why you and your company should carePicture by Agnieszka Boeske, on UnsplashAdvancements in Artificial Intelligence are transforming traditional search engines into answer machines. This shift…