Complex sentence: Garibaldi promised to forgive the deserters in exchange for military service and Carmine Crocco joined Garibaldi's army, hoping for a pardon as well as other rewards.
Split into simpler sentences: Garibaldi promised to forgive the deserters in exchange for military support. Thus, Carmine Crocco joined Garibaldi's army, hoping for a pardon as well as other rewards.