Transformers: Decoding Language, Encoding The World.
Transformer models have revolutionized the field of natural language processing (NLP) and beyond, powering everything from sophisticated chatbots to advanced translation services. Their ability to understand context and relationships within data has led to breakthroughs in various domains, making them a cornerstone of modern artificial intelligence. This blog post will delve into the architecture, functionality, and applications of transformer models, providing a comprehensive overview for anyone looking to understand or implement these powerful tools.
Understanding the Transformer Architecture
The transformer architecture, introduced in the groundbreaking paper "Attention is All You Need," deviates from traditional recurrent neural networks (RNNs) and convolutional neural networks (CNNs) ...