  The latest results from the search for a Standard Model Higgs boson produced
in association with a top quark pair ($\mathrm{t\bar{t}H}$) at $\sqrt{s} = 13$
TeV decaying to final states with multiple leptons is presented using the 2016
dataset from the CMS experiment. The Higgs decays into either WW*, ZZ*, or
$\tau\tau$, and the top quark pair decays considered are either fully leptonic,
or semi-leptonic. The leptons defining the final states are muons and/or
electrons. The overall analysis strategy, as well as new techniques with
respect to the 2015 results are outlined.
