Abstract:
Large language models (LLMs) have transformed the interpretation and creation of human
language in the rapidly developing field of computerized language processing. These mod
els, which are based on deep learning techniques like transformer architectures, have been
painstakingly trained on massive text datasets. This study paper takes an in-depth look into
LLMs,includingtheirarchitecture,historicalevolution,andapplicationsineducation,health
care, and finance sector. LLMs provide logical replies by interpreting complicated verbal
patterns, making them beneficial in a variety of real-world scenarios. Their development
and implementation, however, raise ethical concerns and have societal ramifications. Under
standing the importance and limitations of LLMs is critical for guiding future research and
ensuringtheethicaluseoftheirenormouspotential.
