Welcome to the world of Flash, where we make complex AI recipes for over 15 tasks across 7 data domains accessible to all. Flash is the production-grade research framework that you always dreamed of but didn't have the time to build. Getting Started To get your...
The "Sound of Pixels" project is an innovative endeavor that explores the intersection of audio and visual data, making the process of understanding media more enriching. This blog post aims to guide you through the steps of setting up and utilizing this codebase for...
Natural Language Processing or NLP is like teaching computers to understand our language—an endeavor that has piqued the interest of many programmers, researchers, and tech enthusiasts alike. If you’re just starting your journey into NLP, you've come to the right...
Welcome to a journey through the world of Large Language Models (LLMs) and how you can harness their powers with Amazon SageMaker JumpStart. This guide will lead you through setting up LLM applications for tasks such as text generation, embeddings generation, question...
Welcome to the exciting realm of MMAction2, the open-source toolbox for video understanding built on the powerful PyTorch framework. This guide will take you through everything you need to get up and running with MMAction2, so put on your developer hat and let's dive...
In the ever-evolving domain of artificial intelligence, explainable machine learning models play a crucial role, especially when it comes to complex structures like graphs. Understanding and reasoning through graphs is essential for making informed decisions based on...
If you've ever felt overwhelmed by unstructured data – think images, audio files, or long-form texts – fear not! Meerkat is here to rescue you from complexity and deliver clarity. In this blog, we'll guide you through the process of setting up Meerkat to create...
Are you tired of the murky waters of query performance monitoring in PostgreSQL? Say hello to pg_stat_monitor, an innovative tool that provides deeper insights into query performance with a single glance. In this guide, we will breakdown how to install and set up...
The Swin Transformer is an innovative architecture that adapts the Transformer model for computer vision tasks. If you're keen on exploring this powerful tool, this guide will walk you through the installation and usage of Swin Transformer in PyTorch. Let’s dive in!...
