"he dwelt in non-being"

Dwelling in non-being means experiencing nothingness or losing all sense of individuality, of the Self, to be able to merge with Brahman.

In Sanskrit, the word, shunya is synonymous with other words like zero, emptiness, stillness, beingness. Buddha says when you become shunya, when you become absolutely nothing, then you cultivate insight that leads to wisdom and inner peace.