This paper examines a lifted turbulent H2/N2 diffusion flame in a vitiated co-flow, using a Flamelet Generated Manifold (FGM) combustion model. FGM is commonly used in combusting simulations in the gas turbine industry as it is cheaper than solving detailed chemistry as part of the simulation. The aim of this paper is to examine the ability of the FGM model to reproduce experimental results, and its sensitivity to modelling choices, using an implementation within the commercial code, Simcenter STAR-CCM+. Hence, the current study systematically examines the impact of turbulence modelling, inlet conditions, the flamelet model used to generate the FGM table and the chemical mechanisms. Both Reynold Averaged Navier Stokes (RANS) and Large Eddy ...