LLM Evolution as an Industry-Scale Ecosystem: A Lifecycle Perspective on Continual Learning

Hao Jiang, Enneng Yang, Guojie Zhu +7

Continual learning capability is critical for Industrial LLMs, as deployed models must be continuously updated to meet evolving requirements and environments, rather than repeatedl…