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The discipline of Natural Language Processing and Natural Language Understanding has embraced large language models (LLMs) with great acclaim on a global scale. Researchers are now able to describe intelligent systems with a clearer knowledge of language. Famous models like the GPT-3, T5, PaLM, and others are here to stay since they can generate text, solve codes, translate languages, summarize lengthy paragraphs, and mimic people by learning to read. LLMs can comprehend the syntax, semantics, and pragmatics of human language since they have been trained on vast amounts of data. Llama 2, GPT-4, and Claude-2 are the top three models that have been able to give exceptional performance and have extraordinary capabilities.