The Transformer architecture, introduced in the seminal paper “Attention Is All You Need” by Vaswani et al. (2017), has fundamentally changed how we approach sequence modeling tasks. Unlike previous architectures that relied on recurrence or convolution, Transformers are based entirely on attention mechanisms.