SkyPaint-AI-Diffusion
SkyPaint AI Diffusion is an optimized text-to-image model based on Stable Diffusion, developed by Singularity AI to generate high-quality modern art style images from Chinese, English, or mixed-language prompts. The model leverages SkyCLIP, an efficient bilingual text encoder trained via knowledge distillation from OpenAI CLIP, which significantly reduces computational requirements while maintaining strong cross-lingual understanding capabilities. Key features include native support for Chinese and English inputs, compatibility with Stable Diffusion 1.x official models and their fine-tuned versions, and the ability to preserve standard prompt engineering methods. The system comprises two main components: the optimized bilingual text encoder and the diffusion model fine-tuned for modern artistic styles. SkyPaint enables users to create diverse visual content ranging from mechanical subjects to traditional Chinese poetry imagery and fantasy scenes. The model has been evaluated on the Flickr30K-CN dataset showin