 Bias  While the capabilities of image generation models are impressive, they can also reinforce or exacerbate social biases.  Japanese Stable Diffusion was trained on Japanese datasets including [LAION-5B](https://laion.ai/blog/laion-5b/) with Japanese captions,  which consists of images that are primarily limited to Japanese 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. Further, the ability of the model to generate content with non-Japanese prompts is significantly worse than with Japanese-language prompts.  