cherry pick 27946 Fix error message of multinomial op #28080
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* fix multinomial doc * fix multinomial error message * little doc change * fix Categorical class doc * optimize format of error message * fix CPU Kernel error message format * fix isinf and isnan error in WindowsOPENBLAS CI * delete inf and nan * add manual_seed in sample code * little error message change * change error message to InvalidArgument * add full point for error message and add manual_seed in CPU environment
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Cherry pick #27946 .