Foundation Models (FMs) in 2024: A Practical Guide to Choosing the Right Model

Foundation Models Foundation models (FMs) are large AI models trained on vast amounts of unlabeled data. They serve as a base for multiple downstream tasks and have revolutionized AI applications across industries. Let’s explore the leading FMs and their optimal use cases. GPT-4: The All-Rounder OpenAI’s GPT-4 excels in general-purpose Read more…

Generative Artificial Intelligence (GenAI) and Large Language Models (LLMs): A Technical Deep Dive

Introduction Generative AI represents a paradigm shift in artificial intelligence. It enables systems to create new content across multiple modalities, including text, images, code, and more. This post explores the technical foundations of generative AI, focusing on large language models (LLMs) as their primary implementation. Core Architecture: The Transformer The breakthrough Read more…