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Using two types of enterpris capability as moderate variable,partnership network and sponsorship network as independent variable,research structure is constructed.And then the effect of these dimensions on innovation performance is discussed based on the survey of the Hi-Tech industrial cluster in Fujian and Guangdong.According to 140 effective questionnaires,the method of regression analysis is used to test the models.It is revealed:(1) the moderating effects of entrepreneurs charm on the relationship between two types of local network and innovation performance are significant.While technological innovation capability only has the significant moderate effect on the relationship between partnership network and innovation performance;(2) for new ventures,entrepreneurs charm has the significant moderate effect on the relationship between two types of local networks and innovation performance;(3) for non-new ventures,two types of enterpris capability have the significant moderate effect on the relationship between partnership networks and innovation performance