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10 Stable Diffusion Models Compared! 

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Today we test 10 different stable diffusion models side by side with the same prompt.
Test the models here: www.pixeldojo.ai/?...
vote here: / 10-stable-models-99539881
Proteus V2: models.invoke.ai/dataautogpt3...
SSD-1B: huggingface.co/segmind/SSD-1B
Playground V2: playground.com/blog/playgroun...
SDXL: stability.ai/stable-image
Juggernaut XL: huggingface.co/RunDiffusion/J...
Animagine XL: huggingface.co/Linaqruf/anima...
Kandinsky 2.2: huggingface.co/docs/diffusers...
RealVisXL: civitai.com/models/139562/rea...
DreamShaper XL: civitai.com/models/112902/dre...

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13 июл 2024

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Комментарии : 35   
@allyourtechai
@allyourtechai 2 месяца назад
🎨 Generative AI Art Playground: www.pixeldojo.ai/?
@freneticfilms7220
@freneticfilms7220 4 месяца назад
Juggernaut v9, you need to lower the cfg... Then it gets less contrast and looks more natural
@amorgan5844
@amorgan5844 4 месяца назад
Yeah a cfg around 2 to 3.5 works best, it gets blown out over 4.0
@allyourtechai
@allyourtechai 4 месяца назад
Great tip, thank you!
@reelmagicfilms
@reelmagicfilms 4 месяца назад
I wouldn't run them all at the same CFG, steps, and scheduler because they all have different requirements. Dreamshaper in particular requires SDE Karras specifically and can't take more than about 2 CFG and 7 steps or it will start looking really burned like that. You can't really compare a Turbo and a regular model at the same settings. If you're going to test them, you should test them at the settings recommended by their authors. Otherwise it's not apples to apples. When I do this kind of testing, I do an XY plot on each model to get a handle on where it lands at different settings, and then compare my XY plots.
@HareyMon
@HareyMon 4 месяца назад
For photorealism, SDXL Base is still the best, imo.
@bussty3247
@bussty3247 4 месяца назад
Great test thank you. I think you should rerun this test at recommended Sampler, CFG's and Steps as found in Civitai as my experience with some of those weird results are way better when those recommendations used. A great idea and would love to see the very best each model can do with the same prompt. Love the channel!! Many thanks
@allyourtechai
@allyourtechai 4 месяца назад
I’ll do that now that I know cfg scale was the issue. I appreciate it!!
@bussty3247
@bussty3247 4 месяца назад
@@allyourtechai Cool can't wait :-)
@ranjithgaddhe9818
@ranjithgaddhe9818 4 месяца назад
I was most impressed with realistic stock photo 2.0 for realistic photos
@allyourtechai
@allyourtechai 4 месяца назад
The lighting and such are very nice with that one, I agree!
@darkman237
@darkman237 3 месяца назад
If you want red eyes, try vampire in the prompt
@darkman237
@darkman237 3 месяца назад
ADetailer is a must to correct hand and face problems. Doesn't work right every time, but it helps greatly.
@siddharthmishra8283
@siddharthmishra8283 4 месяца назад
Awaiting for your SUPIR installation for A1111😊 12gb version
@robadams2451
@robadams2451 4 месяца назад
All these models need different settings so I think doing a comparison would mean more if they were used. Dreamshaper Turbo needs a specific scheduler, a very specific sampler, a CFG of 2 and steps of 8 to 10. You will get a horrible fried results using a high CFG and too many steps.
@allyourtechai
@allyourtechai 4 месяца назад
Agreed, I’m going to do a round two with optimal settings for each model.
@robadams2451
@robadams2451 4 месяца назад
@@allyourtechai I began to do a similar vid but ran into the same issue. I did find one interesting thing, all the models seemed to be either trained on top of SDXL or Dreamshaper. I tested with a landscape illustration prompt and a person photographic prompt all with the same seed. With the simple landscape prompt I got two close variations of the same scene. I think the idea that some models understand a prompt better or worse may not be true, as far as I know they all use the same clip model.
@dahozabich
@dahozabich 4 месяца назад
If you used the inference steps that the models documentation call for, you would get better results. We can't judge a model if we use it incorrectly. ie If a turbo model calls for 4-6, and we give 20... well... the results will be way off.
@homeautomationlab1533
@homeautomationlab1533 4 месяца назад
Yep, totally over baked.
@allyourtechai
@allyourtechai 4 месяца назад
Yep, already planning the rematch with optimal settings for each. My initial goal was to introduce as little variability into the test as possible, but that isn’t fair when comparing some of the turbo models. You are spot on!
@amorgan5844
@amorgan5844 4 месяца назад
For photo realism i still prefer epicrealism on sd1.5 with the right prompts and lora the output is insane.
@al-che-ra
@al-che-ra 3 месяца назад
good call, actually seems better than sdxl!
@v11cu96
@v11cu96 Месяц назад
Same, Epicrealism, EpicphotoGasm and Photon, between those 3 models (combining them) You can still get excellent photo realism from 1.5, Ive not moved on to SDXL because its just too damn slow on an 8GB 3070. and honestly SDXL didnt seem like that much of step up, outside of the upped resolution.
@darkman237
@darkman237 3 месяца назад
cyberrealistic is pretty good, as is deliberate
@v11cu96
@v11cu96 Месяц назад
Text 2 image Photo real Portraits are already pretty much good since SD 1.5, with the right models, there just insn't really much room for them to impress people any more TBH.. Image gen AI /LLMs really need to show off some new tricks if they are to keep the same momentum of intreast. Or else I think all this stuff could stagnate. The control nets, Loras and no censorship are what really give SD the edge.
@darkman237
@darkman237 3 месяца назад
There is a version 4 for proteus
@johnfl46
@johnfl46 4 месяца назад
Not all teeth are perfect, I wouldn’t judge too much on that if the model was exposed to dynamic assortments
@bryanbrewer4272
@bryanbrewer4272 4 месяца назад
So creamy....
@loubakalouba
@loubakalouba 2 месяца назад
Sorry to say this but using the same settings is a fail, all these models have different requirements, like boiling a chicken the same time as an egg.
@allyourtechai
@allyourtechai 2 месяца назад
Watch the follow up video
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