The Cloud-Powered NLP Revolution: A Performance Crossroads The relentless march of artificial intelligence, particularly in the realm of natural language processing (NLP), is increasingly powered by cloud-based transformer models. These models, such as BERT, RoBERTa, and the colossal GPT-3, have revolutionized tasks ranging from sentiment analysis to machine translation. However, deploying and optimizing these models