This post was co-authored with Rafael Guedes. Introduction Traditional models can only process a single type of data, such as text, images, or tabular data. Multimodality is a trending concept in the AI research community, referring to a model’s abi- 22536Murphy2025-03-22
“I train models, analyze data and create dashboards — why should I care about containers?” Many people who are new to the world of data science ask themselves this question. But imagine you have trained a model that runs perfectly on your laptop. However,- 28377Murphy2025-03-22
As a Developer Advocate, it’s challenging to keep up with user forum messages and understand the big picture of what users are saying. There’s plenty of valuable content — but how can you quickly spot the key conversations? In this tutorial, I’ll show you- 24656Murphy2025-03-22
This is the second in a two-part series on using SQLite for machine learning. In my last article, I dove into how SQLite is rapidly becoming a production-ready database for web applications. In this article, I will discuss how to perform retrieval-augment- 25603Murphy2025-03-22
Capturing and reproducing failures in PyTorch training with Lightning- 20826Murphy2025-03-22
Intro AI Agents are autonomous programs that perform tasks, make decisions, and communicate with others. Normally, they use a set of tools to help complete tasks. In GenAI applications, these Agents process sequential reasoning and can use external tools- 24135Murphy2025-03-22
Quick Links: Submission Guidelines How to get your article ready for publication! Adding and using images Longform posts, columns, and online books How to submit your work FAQ Why become a contributor? We are looking for writers to propose up-to-date cont- 25143Murphy2025-03-22
If you’re an Anaconda user, you know that conda environments help you manage package dependencies, avoid compatibility conflicts, and share your projects with others. Unfortunately, they can also take over your computer’s hard drive. I write lot- 22072Murphy2025-03-22
Game Theory 101: The Nash equilibrium- 29051Murphy2025-03-22
We all know the usual Time Intelligence function based on years, quarters, months, and days. But sometimes, we need to perform more exotic timer intelligence calculations. But we should not forget to consider performance while programming the measures. I- 21640Murphy2025-03-22
Rewarding contributors for the time and effort required to write great articles- 21483Murphy2025-03-22
For a long time, one of the common ways to start new Node.js projects was using boilerplate templates. These templates help developers reuse familiar code structures and implement standard features, such as access to cloud file storage. With the latest de- 28804Murphy2025-03-22
Understanding hallucinations as emergent cognitive effects of the training pipeline- 22440Murphy2025-03-22
Previously we discussed applying reinforcement learning to Ordinary Differential Equations (ODEs) by integrating ODEs within gymnasium. ODEs are a powerful tool that can describe a wide range of systems but are limited to a single variable. Partial Differ- 21703Murphy2025-03-22
From Theory to practice: understanding RAG, agents, fine-tuning, and more- 28287Murphy2025-03-22
Retrieval-Augmented Generation (RAG) is a powerful technique that enhances language models by incorporating external information retrieval mechanisms. While standard RAG implementations improve response relevance, they often struggle in complex retrieval- 28695Murphy2025-03-22
Accelerate your AI video workflows with end-to-end GPU video processing- 25776Murphy2025-03-22
Introducing Arrow to those who are still unaware of its power- 22836Murphy2025-03-22
Understanding how a groundbreaking architecture for computer vision tasks works- 25860Murphy2025-03-22
The features that make Python the most suitable programming language for most people- 28361Murphy2025-03-22
Why is ChatGPT only trained up until 2021?
Learn how to rearrange your code to achieve significant speed improvements.
