We prove the following formula for the ground state energy density of a dilute Bose gas with density \(\rho \) in 2 dimensions in the thermodynamic limit \(\begin{aligned} e^{\text {2D}}(\rho ) = 4\pi \rho ^2 Y\Big (1 - Y \vert \log Y \vert + \Big ( 2\Gamma + \frac{1}{2} + \log (\pi ) \Big ) Y \Big ) + o(\rho ^2 Y^{2}), \end{aligned}\) as \(\rho a^2 \rightarrow 0\) . Here \(Y= |\log (\rho a^2)|^{-1}\) and a is the scattering length of the two-body potential. This result in 2 dimensions corresponds to the famous Lee–Huang–Yang formula in 3 dimensions. The proof is valid for essentially all positive potentials with finite scattering length, in particular, it covers the crucial case of the hard core potential.