The calculated distance (air line) between Washington and Mount Rainier is approximately 5 miles respectively 8 kilometers.
By car or train, the actual journey to Mount Rainier is certainly longer, as only the direct route (as the crow flies) between Washington and Mount Rainier has been calculated here.
Air line (approximately)
8 kilometers
4 nautical miles