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

翻译：本文介绍WordArt Designer API，这是一种基于ModelScope平台利用大型语言模型（LLMs）实现用户驱动艺术字体合成的新型框架。针对非专业人士在艺术字体设计中的简化需求，我们提出了一种动态、自适应且计算高效的替代方案，以取代传统的固定模板设计模式。该方法通过发挥LLMs理解与解析用户输入的能力，构建更具直观性的设计流程。通过多个案例研究，我们展示了用户如何表达其美学偏好与功能需求，系统进而将其转化为独特且富有创意的字体设计。评估结果表明，与现有系统相比，本方法在用户满意度、设计灵活性与创造性表达方面均有显著提升。WordArt Designer API不仅推动了艺术字体设计的民主化，还为个性化数字通信与设计领域开辟了新可能。