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Lefter is the archetype of the "small-time bureaucrat." He is easily manipulated, prone to hysteria, and lacks basic common sense. His character represents a class of people who are ambitious but ultimately powerless and neurotic. His tragedy is self-inflicted; his inability to control his emotions leads to his physical collapse.

Large Vision-Language Models (LVLMs) are often evaluated on their ability to describe images or answer questions about them. However, standard evaluation metrics (like BLEU, CIDEr, or standard accuracy) are not "edit-aware." prepelix editia de iarnarar work