Toyota Motor North America saw U.S. sales at its two brands rise sharply in March, thanks to much improved inventory on dealer lots and red-hot hybrid demand. Toyota brand sales jumped 23 percent over the previous year to 184,123, while Lexus climbed 17 percent to 30,771.