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Model Description by Creator

Do you want to create characters with big ears, low forehead, prominent nose and exaggerated facial expression? You got it, that's what d3caricature aims to create!

This is my first attempt at creating an embedding (long live Textual Inversion!) for Stable Diffusion, and during a steep learning curve over the last month or so this is the result.

Works with "vanilla" Stable Diffusion 2.1 768, but also with a multitude of other 2.1 models. Does not affect animals (much), only people, and will also create quite extreme results in many cases.

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Therefor I have included three versions of this embedding:

d3caricature-beta-x - a 1 vector evenly distributed version (lowest impact)
d3caricature-beta-y - a 6 vector "half weight" evenly distributed version (medium impact)
d3caricature-beta-z - a 6 vector full-on evenly distributed version (high impact)

Experiment by using them at the beginning of the prompt, in the middle, or at the end, with higher or lower weights, or higher/lower CFG.

They have been thoroughly tested with stable-diffusion-2.1-768, but I highly recommend using them with other 2.1 models such as perpetualDiffusion10_v10Moon (and sun) and illuminatiDiffusionV1_v11.

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All versions of the embedding is based on the same training set of 68 hand picked and fine-tuned images, in the training course of:

  • 500 steps @ lr 0.375-0.5 (linear with warmup)

  • 1000 steps @ lr 0.075-0.1 (linear with warmup)

  • 1000 steps @ lr 0.015-0.02 (linear with warmup)

  • 2000 steps @ lr 0.003-0.004 (linear)

  • 2500 steps @ lr 0.0006-0.0008 (linear)

  • 2500 steps @ lr 0.00016

All training done with 4 gradient_accumulation_steps, in invokeai 2.3.5, and then combined using a1111 with the Embedding Inspector extension.

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I really do hope that you find this embedding useful and that you have loads of fun with it! This embedding is in beta state, but I have no idea if it will ever reach a "release candidate" state, nor will I even expect it to do so.

It was created simply because I had an idea that I could not let go of and just had to create ;)

Thank you, and enjoy!
Much love

Images Generated With This Model

d3caricature-beta-z, medium shot of a female news-anchor, in studio, presenting the news, studio lighting, photorealistic, ultra detailed, 8k
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Hidden For Public Users
d3caricature-beta-z, medium shot of a female news-anchor, in studio, presenting the news, studio lighting, photorealistic, ultra detailed, 8k
portrait of a female standup comedian on stage, casual clothing, stage light, small audience, comedy club in New York, award winning photography, highly detailed, d3caricature-beta-z
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Hidden For Public Users
portrait of a female standup comedian on stage, casual clothing, stage light, small audience, comedy club in New York, award winning photography, highly detailed, d3caricature-beta-z
movie poster promo shot of a action hero doing stunts, big muscles, car explosions, full speed, sunshine, summer, California, award winning photography, highly detailed, 8k, d3caricature-beta-z
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Hidden For Public Users
movie poster promo shot of a action hero doing stunts, big muscles, car explosions, full speed, sunshine, summer, California, award winning photography, highly detailed, 8k, d3caricature-beta-z
action shot of a wizard protecting a village, white beard, magic lightning, attacking ogres, autumn weather in north Canada, award winning photography, highly detailed, d3caricature-beta-z
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Hidden For Public Users
action shot of a wizard protecting a village, white beard, magic lightning, attacking ogres, autumn weather in north Canada, award winning photography, highly detailed, d3caricature-beta-z
close up of a medieval knight, wearing armour and riding his horse, burning castle nearby, summer evening in Scandinavia, award winning photography, highly detailed, d3caricature-beta-z
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Hidden For Public Users
close up of a medieval knight, wearing armour and riding his horse, burning castle nearby, summer evening in Scandinavia, award winning photography, highly detailed, d3caricature-beta-z
close up photo of a screaming  homeless man, shopping cart, street parking under an elevated subway overpass, nighttime, award winning photography, highly detailed, 8k, d3caricature-beta-y
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Hidden For Public Users
close up photo of a screaming homeless man, shopping cart, street parking under an elevated subway overpass, nighttime, award winning photography, highly detailed, 8k, d3caricature-beta-y
close up photo of a laughing feminine crazy-lady, d3caricature-beta-y, makeup, holding a fractured glass, hair dressing salon in a shopping mall, daytime, award winning photography, photorealistic, ultra detailed, 8k
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Hidden For Public Users
close up photo of a laughing feminine crazy-lady, d3caricature-beta-y, makeup, holding a fractured glass, hair dressing salon in a shopping mall, daytime, award winning photography, photorealistic, ultra detailed, 8k
d3caricature-beta-y, medium shot of an Egyptian Pharaoh, speaking to a crowd, pyramids in the background, masterpiece, award winning photography, ultra detailed, 8k
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Hidden For Public Users
d3caricature-beta-y, medium shot of an Egyptian Pharaoh, speaking to a crowd, pyramids in the background, masterpiece, award winning photography, ultra detailed, 8k
d3caricature-beta-y, photo of a fisherman with white beard, old wooden fishing boat, rough sea, midday, cloudy weather, award winning photography, highly detailed, 8k
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Hidden For Public Users
d3caricature-beta-y, photo of a fisherman with white beard, old wooden fishing boat, rough sea, midday, cloudy weather, award winning photography, highly detailed, 8k
(d3caricature-beta-y)1.2, photo of the incredible hulk, green skin, roaring rage in downtown Chicago, late evening, heavy rain, fire, award winning photography, highly detailed, 8k
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Hidden For Public Users
(d3caricature-beta-y)1.2, photo of the incredible hulk, green skin, roaring rage in downtown Chicago, late evening, heavy rain, fire, award winning photography, highly detailed, 8k
(d3caricature-beta-x)1.2, closeup photo of a smiling man with corpse makeup, holding a burning wood torch, pale white skin, black eyes, long hair, a burning church in the background, masterpiece, award winning photography, ultra detailed, 8k
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Hidden For Public Users
(d3caricature-beta-x)1.2, closeup photo of a smiling man with corpse makeup, holding a burning wood torch, pale white skin, black eyes, long hair, a burning church in the background, masterpiece, award winning photography, ultra detailed, 8k
d3caricature-beta-x, album cover close up photo of the beatles, big smiles, living room with a huge yellow submarine, daylight, London, award winning photography, highly detailed, 8k
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Hidden For Public Users
d3caricature-beta-x, album cover close up photo of the beatles, big smiles, living room with a huge yellow submarine, daylight, London, award winning photography, highly detailed, 8k

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