In response to Microsoft analysis, round 88% of the world’s languages, spoken by 1.2 billion folks, lack entry to Large Language Models (LLMs). It is because most LLMs are English-centered, i.e., they’re principally constructed with English knowledge and for English audio system. ​This English dominance additionally prevails in LLM improvement and has resulted in a