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