Lebesgue density, but not sigma finite

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Let $\mu$ be some measure on $\mathbb{R}$ that has density $f:\mathbb{R}\to [0, \infty)$ wrt Lebesgue measure. Does this imply that $\mu$ is $\sigma$-finite?

I suppose not, because having a density wrt a $\sigma$-finite measure need not imply $\sigma$-finiteness, however, I struggle to find a counterexample. Intuitively, I suppose we'd have to somehow construct a density that has infinite integral on any set with positive Lebesgue measure, but I do not see how.