He will grow out of it. Maybe try talking about it before each outing (I”m sure you do) but then rewarding good behaviour.

It’s quite common for toddlers to be enthusiastic runners. While they usually grow out of it as they develop more self-control, in the meantime, consider engaging in structured activities that channel their energy, like organized playdates, toddler gymnastics, or outdoor games that involve stopping and starting.