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We describe the large limit of spectral duality between rational Gaudin models introduced by Adams, Harnad and Hurtubise. The limit of the model is performed by means of a noncommutative torus algebra represented by the fields on a torus with the Moyal-Weyl star product. We apply the approach developed by Hoppe, Olshanetsky and Theisen to the Gaudin-type models and describe the corresponding integrable field theory (2d hydrodynamics) on a torus. The dual model is the large limit of the Gaudin model with marked points written in the form of the Gaudin model with irregular singularities.

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