This document reports on a search for the associated WH Higgs boson production in the three lepton final state in pp collisions at 7 and 8~. The event sample corresponds to the full integrated luminosity collected by the CMS detector at the LHC in 2011 and 2012, corresponding to fb and fb, respectively. Candidates are selected in events with three leptons, large transverse missing energy and low hadronic activity. Each lepton may be an electron or a muon. No significant excess of events above the background expectation is observed. The observed (expected) upper limits on the WH cross section at the 95\% confidence level are about 3.3 (3.0) times larger than the predicted standard model cross section for m_{\mathrm{H}}=125~\,\mathrm{Ge\kern -0.1em V}.