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：本文介绍了WordArt Designer API，一种利用ModelScope平台上大型语言模型（LLMs）实现用户驱动型艺术字体合成的新型框架。我们通过提供一种动态、自适应且计算高效的替代方案来应对传统刚性模板的局限性，从而简化非专业人士的艺术字体创作。该方法借助LLM理解和解释用户输入的能力，促进更直观的设计过程。通过多个案例研究，我们展示了用户如何表达其审美偏好和功能需求，系统则将这些需求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、设计灵活性和创意表达方面均有显著提升。WordArt Designer API不仅使字体艺术创作大众化，还为个性化数字通信与设计开辟了新的可能性。