We investigate the ground state properties of bosons with attractive zero-range interactions characterized by the scattering length and confined to the surface of a sphere of radius . We present the analytic solution of the problem for , mean-field analysis for , and exact diffusion Monte-Carlo results for intermediate . For finite , we observe a smooth crossover from the uniform state in the limit (weak attraction) to a localized state at small (strong attraction). With increasing this crossover narrows down to a discontinuous transition from the uniform state to a soliton of size . The two states are separated by an energy barrier, tunneling under which is exponentially suppressed at large . The system behavior is marked by a peculiar competition between space-curvature effects and beyond-mean-field terms, both breaking the scaling invariance of a two-dimensional mean-field theory.

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