The main result of this paper is the following: any weighted Riemannian manifold 
$(M,g,\unicode[STIX]{x1D707})$, i.e., a Riemannian manifold 
$(M,g)$ endowed with a generic non-negative Radon measure 
$\unicode[STIX]{x1D707}$, is infinitesimally Hilbertian, which means that its associated Sobolev space 
$W^{1,2}(M,g,\unicode[STIX]{x1D707})$ is a Hilbert space.
We actually prove a stronger result: the abstract tangent module (à la Gigli) associated with any weighted reversible Finsler manifold 
$(M,F,\unicode[STIX]{x1D707})$ can be isometrically embedded into the space of all measurable sections of the tangent bundle of 
$M$ that are 
$2$-integrable with respect to 
$\unicode[STIX]{x1D707}$.
By following the same approach, we also prove that all weighted (sub-Riemannian) Carnot groups are infinitesimally Hilbertian.