HumorSkills, a system that generates humorous captions for images, uses a GPT-3.5 model fine-tuned with humorous Instagram comments to generate Gen Z style humor[1]. The fine-tuning process uses a dataset of 80 humorous comments extracted from popular Instagram meme pages to reflect Gen-Z humor[1]. The system generates image-focused and narrative-driven captions to create variety and adapt to different input images[1].
A Gen Z agent, a GPT-4o-based agent, is also fine-tuned to evaluate the generated captions from a Gen Z perspective, ranking them based on humor, relatability, and alignment with the image and narrative[1]. This ensures that the selected captions resonate with the target audience[1].
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