Space-time is the medium of light. Light is neither a particle nor a wave but behaves like both, depending on the situation. The particle and wave models of electromagnetic radiation are useful in certain ways but are in no way a 100% what is happening in reality. We do not really fully undersatand how light is like this but it is probably related to quantum uncertainties. We do not fully understand space-time either.