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float-trip they/them :marseystars2: ad astra per asperga :marseystars2:  2yr ago (video post) Edited 2yr ago 1,637 thread views #104962

DreamBooth Marseys :marseyastronaut: (added colab instructions)

Colab:

#@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"

  • Run (it'll take a few minutes to download)

  • Refer to Marsey as a sks cat in your prompt. a photo of a sks cat as a gardener etc

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

https://i.rdrama.net/images/16841360552191563.webp

a photo of a spaceman Marsey in outer space

https://i.rdrama.net/images/1684136058790262.webp

a photo of Marsey as a gardener

https://i.rdrama.net/images/16841360599337094.webp

I love that it creates real Marseys too :marseymarseylove:

a photo of Marsey running away from a dinosaur

https://i.rdrama.net/images/16841360618260746.webp

Missing the :marseydinosaur:. Might be overfitting and improve with better regularization in DreamBooth.

a photo of Marsey cooking in the kitchen

https://i.rdrama.net/images/1684136064080669.webp

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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:#marseybestfriends:

Snapshots:

https://models.rdra.ma/:

working implementation:

https://i.rdrama.net/images/16841312643438563.webp:

https://i.rdrama.net/images/1684131265366033.webp:

https://i.rdrama.net/images/16841312669646115.webp:

https://i.rdrama.net/images/16841312684157832.webp:

https://i.rdrama.net/images/1684131269856919.webp:
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