Transformers: Architecting The Next Decade Of AI
Unleash the power of the Transformer: A deep dive into the architecture revolutionizing AI. From powering cutting-edge language models like GPT and BERT to enabling breakthroughs in computer vision and even robotics, Transformer models have become the backbone of modern Artificial Intelligence. This blog post will provide a comprehensive overview of Transformer models, exploring their architecture, applications, advantages, and future potential.
Understanding Transformer Architecture
The Transformer model, introduced in the groundbreaking 2017 paper "Attention is All You Need," shifted the paradigm from recurrent neural networks (RNNs) to attention-based mechanisms for processing sequential data. Unlike RNNs that process data sequentially, Transformers can process the entire input sequence...