Is exp map a global diffeo for the Lie group of positive smooth functions on a manifold?

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As I understand it, for the Lie group of positive real numbers under multiplication, the exp map from its Lie algebra as a vector space of all real numbers to this group is a global diffeomorphism.

I am tempted to think that the same conclusion would hold for the infinite-dimensional Lie group (in the IHL sense, if appropriate) of positive real-valued functions on a (compact) manifold under multiplication whose Lie algebra is the vector space of all real-valued functions. Assume proper Sobolev spaces are used, just for the peace of mind.

Is this true? If so, how to see it; if not, what goes wrong?

Thanks.