In fairly mild weather a CascadesDesign "chair" or similar, can double as sleeping pad for roughly the same weight as a Thermarest pad. I really like the chair thing. Never used the conversion kits.

The optimally light alternative is certainly a closed-cell pad. When they get really old and ratty, they become expecially low-volume.

Winter requires different thought pattern.