Pepper Power: Unlocking the Marvels of Colors

Understanding the Magic Behind GPU Operations

Graphics Processing Units, commonly known as GPUs, are the wizards of the computing world. They have a highly specialised skill set focused on making images, videos, and animations look smooth and stunning on your screen. Whether you're watching a movie, playing a video game, or simply scrolling through photos on your phone, the GPU is hard at work behind the scenes, casting its spells to give you the best visual experience possible.

Training a Large Language AI Model

The seed of this learning process is data — a colossal amount of text that's been written by humans over the years. This can include books, articles, websites, and any nuggets of linguistic gold we can mine. AI, like a voracious reader, devours this content, finding patterns and structures in the way we thread words together to weave meaning.

Exploring the Magic of Transformers in AI

In the previous article, we discussed the meaning of Pretrained in Generative Pre-trained Transformer (GPT). Now, let's explore the 'Transformer' aspect of AI. We'll make it fun and easy to understand. The emergence of the Transformer model represented a major shift in how AI handles language processing and generation. Prior to its arrival, the AI research community largely relied on Recurrent Neural Networks (RNNs), including Long Short-Term Memory (LSTM) and Gated Recurrent Neural Networks, as the go-to methods for sequence modeling and transduction tasks such as language modeling and machine translation.