Understanding Transformers in Machine Learning
Introduction Transformers have revolutionized the field of machine learning, particularly in the domain of Natural Language Processing (NLP). Originally introduced in the paper “Attention Is All You Need” by Vaswani et al. in 2017, transformers have become the backbone of many state-of-the-art models, including BERT, GPT, and T5. In this blog, we will explore the basics of transformers, how they work, and why they have become so popular in recent years. ...