 Bias While the capabilities of image generation models are impressive, they can also reinforce or exacerbate social biases.  Stable Diffusion v1 was trained on subsets of [LAION-2B(en)](https://laion.ai/blog/laion-5b/),  which consists of images that are primarily limited to English descriptions.  Texts and images from communities and cultures that use other languages are likely to be insufficiently accounted for.  This affects the overall output of the model, as white and western cultures are often set as the default. Further, the  ability of the model to generate content with non-English prompts is significantly worse than with English-language prompts.   