Stability AI just released Stable Diffusion XL- or SDXL for short. The upgrade is a significant advancement in the evolution of Stable Diffusion.
With the upgrade, you can now create images with shorter prompts and generate words within images. The quality also seems to have upgraded to the level of Midjourney. It's currently in beta