Transformers have emerged as a revolutionary paradigm in the field of natural language processing (NLP). These systems leverage attention mechanisms to process and understand language in an unprecedented fashion. With their skill to capture distant dependencies within strings, transformers demonstrate state-of-the-art accuracy on a extensive range