We report Raman scattering spectroscopy of the kagome metal CsV3Sb5 to investigate its chargedensity wave (CDW) phase. Temperature-dependent measurements reveal a multitude of CDWinduced modes, in agreement with density-functional theory calculations assuming the inverse Star of David lattice distortion. They are shown to be strongly hybridized amplitude modes and zonefolded modes, different from those in other known CDW materials. These CDW modes show negligible magnetic-field dependence and a signature of c-axis CDW modulation. Reducing the thickness to tens of nanometers dramatically enhances the change in the lattice phonon parameters across the CDW transition and strengthens its first-order character, indicating sizable electronphonon coupling. Further thickness reduction leads to destruction of the crystal lattice. Our results provide essential structural information to unravel the CDW mechanism in CsV3Sb5.