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The large model is a hot topic in the field of artificial intelligence, attracting more and more attention. This article mainly discusses the principles, advantages, and disadvantages of related technologies from the perspective of the development of LLM. In view of the rapid development of LLM, this article analyzes the problems faced by the current development of LLM and proposes corresponding mitigation measures. At the same time, for the future development of LLM, this article also puts forward the direction and possible development trends of the future research of large models. The purpose of this article is to provide reference for researchers in the field of artificial intelligence and to provide new ideas and suggestions for future research.

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A New Study of the Progress of Large Models

  • 会议论文

  • 发表日期：

    2025年

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  • Keman Chen,
  • Yuhe Shi,
  • Houqun Yang,
  • Jianqiang Huang

摘要

The large model is a hot topic in the field of artificial intelligence, attracting more and more attention. This article mainly discusses the principles, advantages, and disadvantages of related technologies from the perspective of the development of LLM. In view of the rapid development of LLM, this article analyzes the problems faced by the current development of LLM and proposes corresponding mitigation measures. At the same time, for the future development of LLM, this article also puts forward the direction and possible development trends of the future research of large models. The purpose of this article is to provide reference for researchers in the field of artificial intelligence and to provide new ideas and suggestions for future research.