Generative AI: Novice Guide to Transformers

Introduction

Transformer model brings a revolutionary change in Natural Language Processing by overcoming the limitations of Recurrent Neural Network (RNN) and Convolutional Neural Network (CNN). It was first introduced in 2017 on a paper titled "Attention Is All You Need" by Vaswani et al. It is a type of neural network capable of understanding the context of sequential data, such as sentences, by analyzing the relationships between the words.

Transformers Structure

The transformer architecture consists of two main parts: an …

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