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Notes -
Stable diffusion's inability to produce non-trivial and correct composition on demand is entirely expected from its text encoder's properties, expecially after Imagen's paper, and the model is in fact grossly outperforming initial expectations; hell, it runs on smartphones with 6Gb memory, it has no business understanding compositionality even on small scale. Midjourney v4 seems better already; Imagen, parti and now eDiff-i are vastly better; SD 2.0 (assuming that's what it's called) will probably wipe the floor with Midjourney.
In any case, have you looked into RunwayML inpainting model? It's much more capable of parsing the context of the image.
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