If you are crafty, there is reflective yarn. You can also get armbands that light up/flash. If you get a little flashing light, attaching it on his back on his harness is probably better than hanging it from his collar. You might also consider wearing something reflective yourself if you don't already! Happy walking!
First time Chihuahua owner with many years of dog experience!