Transformers have emerged as a powerful paradigm in the field of natural language processing (NLP). These systems leverage attention mechanisms to process and understand text in an unprecedented manner. With their capability to capture distant dependencies within strings, transformers exhibit state-of-the-art performance on a broad range of NLP tas