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We apply the event-chain algorithm proposed by Bernard, Krauth and Wilson in 2009 to toy models of lattice QCD. We give a formal prove of stability of the algorithm. We study its performance at the example of the massive Gaussian model on the square and the simple cubic lattice, the -invariant non-linear -model and the principle chiral model on the square lattice. In all these cases we find that critical slowing down is essentially eliminated.

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