sd checkpoint -- stable diffusion checkpoint. a model weights file that was obtained by tuning the stablediffusion weights file using probably something like dreambooth on some number of midjourney-generated images.

a1111 / invokeai -- stable diffusion UI tools

Protogen series -- popular stablediffusion checkpoints you can download so you can generate content in various styles