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This paper introduces the WordArt Designer API, a novel framework foruser-driven artistic typography synthesis utilizing Large Language Models(LLMs) on ModelScope. We address the challenge of simplifying artistictypography for non-professionals by offering a dynamic, adaptive, andcomputationally efficient alternative to traditional rigid templates. Ourapproach leverages the power of LLMs to understand and interpret user input,facilitating a more intuitive design process. We demonstrate through variouscase studies how users can articulate their aesthetic preferences andfunctional requirements, which the system then translates into unique andcreative typographic designs. Our evaluations indicate significant improvementsin user satisfaction, design flexibility, and creative expression over existingsystems. The WordArt Designer API not only democratizes the art of typographybut also opens up new possibilities for personalized digital communication anddesign.

WordArt Designer API: User-Driven Artistic Typography Synthesis with Large Language Models on ModelScope