Vedic Multiplication Technique is used to implement IEEE 754 Floating point multiplier. The Urdhva-triyak bhyam sutra is used for the multiplication of Mantissa. The underflow and over flow cases are handled. The inputs to the multiplier are provided in IEEE 754, 32 bit format. The multiplier is implemented in Virtex-5 FPGA and VHDL is used.