ad astra per asperga 
(added colab instructions)
Colab:
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Open automatic1111's colab: https://colab.research.google.com/drive/1Iy-xW9t1-OQWhb0hNxueGij8phCyluOh
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Replace this cell:
#@title Normal 1.4 model
# get a token from https://huggingface.co/settings/tokens
user_token = "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" #@param {type:"string"}
user_header = f"\"Authorization: Bearer {user_token}\""
!wget --header={user_header} https://huggingface.co/CompVis/stable-diffusion-v-1-4-original/resolve/main/sd-v1-4.ckpt -O model.ckpt
With:
!apt install megatools
!megadl "https://mega.co.nz/#!FxclSKoL!EFSM4nLlXMuOvBLkoZNmtOH4Y8oycjrU7h2Hn6mKl1k"
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Run (it'll take a few minutes to download)
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Refer to Marsey as
a sks catin your prompt.a photo of a sks cat as a gardeneretc
Download the weights: https://models.rdra.ma/
Development on Stable Diffusion has been happening at a wild pace, and there's already written a working implementation of DreamBooth for it. Whereas Textual Inversion refines your prompt, DreamBooth is able to finetune the model itself to teach it new concepts. I did one run with 87 Marseys and another with just 3 upscaled ones. So far the upscaled run (u1000.ckpt) is looking best.
See the Textual Inversion posts for a comparison with that. DreamBooth is far better at keeping her colors consistent and producing recognizable images. Decent results were something like 1 in 50 before, now they're nearly every image.
a photo of Marsey
a photo of a spaceman Marsey in outer space
a photo of Marsey as a gardener
I love that it creates real Marseys too 
a photo of Marsey running away from a dinosaur
Missing the 
. Might be overfitting and improve with better regularization in DreamBooth.
a photo of Marsey cooking in the kitchen
These models also work with Deforum to create animations:
There's still plenty of low-hanging fruit to suggest these will get better quickly - the DreamBooth repo doesn't do regularization correctly, and we'll get a free bump in quality when SDv1.5 is released. The plague of AIposting continues
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finally a thread that needs commendations, well done!
-wpd user
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