The report of the 20th National Congress of the Communist Party of China proposed to"comprehensively improve the quality of independent training of talents,and strive to create top-notch innovative talents".In order to respond to the call of the state and the needs of society,the instrument major of Qinhuangdao Campus of Northeastern University began to explore and practice the innovative top-notch talent training model as early as 2018.In the concrete practice process,the training program is constantly revised,the training path is continuously improved,and the personalized tutorial system is continuously implemented,and the innovative top-notch talent training model with thick foundation,strong ability and high quality is finally formed.By summarizing the practical experience accumulated in the training process of top talents,this paper discusses the important role of personalized tutorial system in the training mode,expounds the specific implementation process of personalized tutorial system in detail,analyzes the influencing factors,and hopes to provide beneficial reference for the training of innovative talents in higher education.