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Nano-mechanical resonators improve with high-Q factor and light mass, but this leads to the onset of nonlinear behaviour. Here the authors demonstrate precise control of the non-linear and bistable dynamics of a levitated nanoparticle in vacuum, using it as model system to study stochastic bistable phenomena.