afx-team/UI-UG-7B-2601
UI-UG-7B-2601 by afx-team is a 7 billion parameter multimodal large language model (MLLM) designed for unified UI understanding and generation, supporting a 32768 token context length. This model excels at tasks such as UI element referring, grounding, captioning, and code generation, with a focus on improved aesthetic quality and enhanced understanding performance. It is particularly suited for production applications requiring accurate and visually appealing UI generation, offering capabilities like element description, object detection for UI elements, and DSL code generation from natural language descriptions.
Loading preview...
Overview of UI-UG-7B-2601
UI-UG-7B-2601, developed by afx-team, is a 7 billion parameter unified multimodal large language model (MLLM) specifically engineered for both UI understanding and UI generation tasks. This model supports a 32768 token context length and represents a significant improvement in aesthetic quality for generated UIs while maintaining strong understanding performance. It is designed to deliver visual appeal comparable to closed-source alternatives, making it suitable for production environments demanding both accuracy and high-quality UI output.
Key Capabilities
- UI Description Generation (Referring): Automatically generates detailed descriptions of UI elements based on coordinate regions, including semantic understanding of function, style, and interaction, and multi-dimensional analysis (text, color, clickability).
- UI Element Detection (Grounding): Identifies and precisely locates various UI elements within interfaces, supporting over 20 categories (e.g., text, button, icon, image) with accurate bounding box coordinate generation.
- UI Code Generation (Generation): Creates structured DSL code from natural language requirement descriptions, automatically generating accompanying mock data, and supporting both Chinese and English input for UI code generation.
Good for
- Automated UI Development: Generating UI code and mock data directly from textual descriptions.
- UI Analysis and Accessibility: Describing and detecting UI elements for improved understanding and accessibility features.
- Production Applications: Deploying in scenarios where both high accuracy in UI understanding and aesthetically pleasing UI generation are critical.
- Multilingual UI Generation: Creating UI code from descriptions in multiple languages, including Chinese and English.