大模型行业应用设计与实践

Design and Implementation of Industry Applications for Large Models

结合大模型发展历程,梳理大模型关键核心技术。从场景、生态、算力、落地路径4个方面开展大模型行业应用系统设计研究,系统性地对大模型类型及其使用场景进行梳理;对大模型应用生态体系进行研究,并分析关注重点问题;介绍大模型应用算力需求评估方法;对大模型行业应用落地实施路径进行研究;介绍大模型行业应用落地实践。

According to the development process of large models,the key core technologies of large models are summarized.Then,researches on the design of industry application systems for large models are conducted from four aspects:scenario,ecology,computing power and implementation path.Firstly,the types and application scenarios of large models are systematically summarized.Secondly,the application ecosystem of large models is studied,and the key issues are analyzed and stressed.Thirdly,the evaluation methods of computing power demand for large models applications are introduced.Fourthly,the implementation paths of large models industrial applications are discussed.Finally,the implementation practices of large models industrial applications are provided.