Design and Implementation of Industry Applications for Large Models
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.
large modelsindustry applicationnatural language processinglarge models ecology