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Fault-tolerant quantum computation requires minimizing non-Clifford gates, whose implementation via magic state distillation dominates the resource costs. While -count minimization is well-studied, dedicated factories shift the natural target to direct Toffoli minimization. We develop algebraic methods for this problem, building on a connection between Toffoli count and tensor decomposition over . On standard benchmarks, these methods match or improve all reported results for both Toffoli and -count, with most circuits completing in under a minute on a single CPU instead of thousands of TPUs used by prior work.

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