You need an embassy visa for Lebanon if you have an Albanian passport
Visa options for Lebanon
Visitor visa
Travelers need a visa to visit Lebanon for Tourism. A paper or embassy visa is the only visa available for travelers visiting Lebanon. The visa is typically a stamp or sticker added to the passport. Travelers must obtain this visa from a local embassy, consulate or visa center before traveling.