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Large language models: a comprehensive survey of its applications, challenges, limitations, and future prospects

The Large Language Models Survey repository is a comprehensive compendium dedicated to the exploration and understanding of Large Language Models (LLMs). It houses an assortment of resources including research papers, blog posts, tutorials, code examples, and more to provide an in-depth look at the progression, methodologies, and applications of LLMs. This repo is an invaluable resource for AI researchers, data scientists, or enthusiasts interested in the advancements and inner workings of LLMs. We encourage contributions from the wider community to promote collaborative learning and continue pushing the boundaries of LLM research.

Timeline of LLMs

List of LLMs

If you find our survey useful for your research, please cite the following paper:

@article{hadi2024large,
  title={Large language models: a comprehensive survey of its applications, challenges, limitations, and future prospects},
  author={Hadi, Muhammad Usman and Al Tashi, Qasem and Shah, Abbas and Qureshi, Rizwan and Muneer, Amgad and Irfan, Muhammad and Zafar, Anas and Shaikh, Muhammad Bilal and Akhtar, Naveed and Wu, Jia and others},
  journal={Authorea Preprints},
  year={2024},
  publisher={Authorea}
}