Kolors is a large-scale text-to-image generation model developed by the Kwai Kolors team, based on latent diffusion models and trained on billions of text-image pairs. It outperforms both open-source and closed-source models in terms of visual quality, semantic accuracy, and rendering of both Chinese and English text. Kolors supports both Chinese and English input, particularly excelling in understanding and generating content specific to Chinese.