Adding information to RAM, SSDs, flash memory, etc. — that is, storing a 1, instead of a 0 — requires storing an electric charge. Each electron has a very small weight (something like 9.10938215 × 10−31 kg), so adding electrons does mean adding a tiny amount of weight.
