Will my Jalapeno plant survive?

You can try giving them some fertilizer so they can regenerate the leaves that were damaged by spider mites. If spider mites return, put 1 tsp vegetable oil and 6-7 drops of dish soap into a quart spray bottle filled with warm water. Shake it up, and spray the leaves top to bottom. The soap suffocates spider mites and insects. Good luck!