A Survey on Large Language Models from Concept to Implementation

arXiv:2403.18969v1 Announce Type: cross
Abstract: Recent advancements in Large Language Models (LLMs), particularly those built on Transformer architectures, have significantly broadened the scope of natural language processing (NLP) applications, transcending their initial use in chatbot technology. This paper investigates the multifaceted applications of these models, with an emphasis on the GPT series. This exploration focuses on the transformative impact of artificial intelligence (AI) driven tools in revolutionizing traditional tasks like coding and problem-solving, while also paving new paths in research …

abstract applications architectures arxiv chatbot concept cs.ai cs.cl cs.it cs.lg implementation language language models language processing large language large language models llms math.it natural natural language natural language processing nlp paper processing survey technology transformer type