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Discussion of free and open source text-to-image models

Previous /ldg/ bread : >>102143475

>Beginner UI
EasyDiffusion: https://easydiffusion.github.io
Fooocus: https://github.com/lllyasviel/fooocus
Metastable: https://metastable.studio

>Advanced UI
Automatic1111: https://github.com/automatic1111/stable-diffusion-webui
ComfyUI: https://github.com/comfyanonymous/ComfyUI
Forge: https://github.com/lllyasviel/stable-diffusion-webui-forge
InvokeAI: https://github.com/invoke-ai/InvokeAI
SD.Next: https://github.com/vladmandic/automatic
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI

>Use a VAE if your images look washed out
https://rentry.org/sdvae

>Model Ranking
https://imgsys.org/rankings

>Models, LoRAs & training
https://civitai.com
https://huggingface.co
https://aitracker.art
https://github.com/Nerogar/OneTrainer
https://github.com/derrian-distro/LoRA_Easy_Training_Scripts

>Flux
https://huggingface.co/spaces/black-forest-labs/FLUX.1-schnell
https://comfyanonymous.github.io/ComfyUI_examples/flux

>Pixart Sigma & Hunyuan DIT
https://huggingface.co/spaces/PixArt-alpha/PixArt-Sigma
https://huggingface.co/spaces/Tencent-Hunyuan/HunyuanDiT
https://huggingface.co/comfyanonymous/hunyuan_dit_comfyui
Nodes: https://github.com/city96/ComfyUI_ExtraModels

>Index of guides and other tools
https://rentry.org/sdg-link
https://rentry.org/rentrysd

>GPU performance
https://vladmandic.github.io/sd-extension-system-info/pages/benchmark.html
https://docs.getgrist.com/3mjouqRSdkBY/sdperformance

>Try online without registration
txt2img: https://www.mage.space
img2img: https://huggingface.co/spaces/huggingface/diffuse-the-rest
sd3: https://huggingface.co/spaces/stabilityai/stable-diffusion-3-medium

>Maintain thread quality
https://rentry.org/debo

>Related boards
>>>/h/hdg
>>>/e/edg
>>>/c/kdg
>>>/d/ddg
>>>/b/degen
>>>/vt/vtai
>>>/aco/sdg
>>>/u/udg
>>>/trash/sdg
>>
Blessed thread of frenship
>>
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Oh shit that one was the NSFW one! oopsie
>>
>>102146972
Can you not? I'm actually at work right now.
>>
>>102147013
>browsing 4chan at work
>>
>>102147019
>working at work
>>
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Flux is good insofar as it only barely elevates itself above and justifies its size. It's only a matter of time before a better and smaller model is released (with proper documentation).
>>
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>>102147132
you did
>>
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Rate the Doctor Furkan's ultimate paywalled Kohya flux training settings.

https://files.catbox.moe/u13ttc.json
>>
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>>102146858
Most of those are just models stating which vae they have. The literal one that says xl is a latent space conversion lora.
>>
>>102147209
you are totally right bro. Your statement was completely correct. Good job.
>>
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What's with the weird noise over the hentai?
>>
>>102147235
They're brilliant.
>>
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>>102147264
So he doesn't get autojannied I am guessing. Either that or he's shit at genning.
>>
the quality of images has dropped a lot, what happened?
>>
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>>102147235
well it's intentional
>>
>>102147274
coomers got lost on the way to hdg
>>
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>>102147274
>what happened
Your mum fucked your dad and shit you out and 20 years later you are here with nogens complaining about image quality.
>>
lukewarm trolling desu i expected better
>>
How come /sdg/ never gets infested this hard with actual psychopaths?
>>
>>102147293
tl, dr
>>
>>102147312
Because nobody posts there
>>
>>102147312
you've been there for months, retribution time biatch
>>
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>>102147325
I just turned on a bot that detects and mass proxy reports your posts. Enjoy.
>>
you should get better at it then
>>
>102147347
we ignore d*** every day, you're nothing
>>
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>reporting that you're reporting
Retard.
>>
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>>102147413
Not bad. How's it's style range?
>>
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>>102147392
>problem that would be solved with an /ai/ board.
2 years, still fucking waiting. It's never going to happen.
>>
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>>102147352
>defending people who have the cognitive ablity of a fucking smoke detector
>>
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>>102147461
I don't know why but this Rhino looks like a zoomer to me.
>>
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>>102147462
>Buttchin
>>
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>>102147467
How many gens of birds saying nigger do you have?
>>
>>102147428
>/ai/ board
This would fix so many issues.
>>
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>>102147478
clearly not enough
>>
>>102147498
very nice
>>
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>>102147490
It would, and we have been asking for it for literally years and yet here we are.
>>102147500
Keep it reserved for the butt chins.
>>
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where is my butter cup? my fair lady? If perchance her lips should grace this soft computer screen, I would not dare to kiss them with my own
>>
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racism is wrong and immoral.
>>
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>>102147522
then dont post Buttchins.
>>
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>>102147522
Racism is built into our biology
>>
racism is right and moral. sorry this is the only gen I have on my phone rn I would have posted a catgirl if I had any
>>
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>>102147505
thanks
>>
>>102147564
i knew it was you kek
>>
>>102147522
>>
>>102147568
genuinely not sure who it is or who "you" is but I feel like you're right
>>
>>102147392
>machoman survived
>>
>>
>>102147592
yeah, hes just some lowiq retard
>>
>>102147566
Oh these are sick. Prompt?
>>
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Does D*bo haunt both threads or has he just chosen this place over /sdg/?
>>
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>>102147612
Amenable to img2img :

by Malevich, by Lissitzky,, Bauhaus white background, Landsat image, inner life, , blank without past, present, or future , abstract expressionism, , sparse , minimalist by Rodchenko, style of Rudolf Bauer, by Igor Morski minimalist , suprematism, by Daido Moriyama, , by Gerd Arntz by Lissitzky, minimalist , Hubble image
BREAK
by Homer Winslow|by Ansel Adams,| by Roger Dean,| Lucien Rudaux ]
BREAK
by Chesley Bonestell ,

style of Rudolf Bauer, by Igor Morski
minimalist , suprematism,
by Daido Moriyama, , by Gerd Arntz
BREAK

by Lissitzky, minimalist , Hubble image ,
, by Bonestell,
by Lucien Rudaux,
, by Frank R. Paul, by Charles Schneeman, Charles Bittinger ,


Negative prompt: balloon, hat, distant man , orb, stalagmite, mountain, tree , checkerboard, car, technology, airplane, spaceship
Steps: 20, Sampler: DPM++ 2M, Schedule type: Karras, CFG scale: 7, Seed: 3257991842, Size: 2048x1024, Model hash: e6bb9ea85b, Model: sdXL_v10VAEFix, Denoising strength: 0.89, Version: v1.10.1
>>
>>102147635
He goes whereever he is least wanted
>>
>>102147652
>Negative prompt: balloon, hat, distant man , orb, stalagmite, mountain, tree , checkerboard, car, technology, airplane, spaceship
>>
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>>102147701
What happened to miku posting anyway. Seems like everyone was doing it now there have been next to no migus for the last few breads
>>
>>102147701
the box lights up when I put positive CFG scale, that means its working
>>
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amusing watermark
>>
>>102147715
Keep it that way
>>
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>>102147715
NTA, but Miku was just a good benchmark character to test prompts with.
>>
>>102147725
adcock is my maiden name don't make fun of me
>>
>>102147744
how is that effect prompted
>>
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>>102147705
nice color and composition
>>
>>102147751
loras
>Scrambled_TV: e016faaccecb, vhflux_v2: e3b0c44298fc, StoreCCTV_v1: e3b0c44298fc, CCTV.Mania: 41a628603a48, horror_cctv_flux: 03380d2f0978
>>
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>>102147752
ty, its Kandinsky
>>
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>>102147764
>>
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>>102147652
Somehow this schizo prompt works.
>>
>search engines are ruined!
>now when i look up an artist it only gives me ai images!!
Am I the only one this hasn't happened to? I use duckduckgo
>>
>>102147784
is it still schizo if it works?
>>
>>102147803
Yes, need to pull out the bits that are schizo noise from the real prompt
>>
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>>102147844
just stop man
>>
>>102147835
How is this guy not getting banned?
>>
>>102147861
he can just change IPs, probably using a VPN or a flexible ISP
>>
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>>102147879
Regular XL I believe
>>
>>102147861
ask ****
>>
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>Donald Trump holding a wine glass with his right hand. His hand is extended toward the camera, offering a toast.

>Anime illustration of Hatsune Miku holding a wine glass with her right hand. Her hand is extended toward the camera, offering a toast.
>>
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>tfw no 7ft tall streetwalker asuka gf
>>
>>102147861
we may never know
>>
>>102147900
page 17 of https://arxiv.org/pdf/2307.01952
>>
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>>102147839
Prompt extracted.
>A digital artwork in a geometric abstract style. It features a central, complex, and symmetrical composition of overlapping circles, squares, and lines. The background is a soft, off-white color, which contrasts sharply with the bold, vibrant colors of the artwork. The central figure is composed of multiple concentric circles and squares in a dynamic interplay of black, red, and gray tones. The black and red circles are filled with a fine, dotted pattern, giving them a textured appearance.
>The red and black shapes are juxtaposed with gray and white geometric elements, creating a sense of depth and movement. Vertical and horizontal lines intersect the composition, adding a sense of structure and balance. The lines are thin and precise, with some extending beyond the central figure, creating a sense of extension and connection to the outer edges of the artwork.
>In the bottom right corner, there is a small, red, stylized signature, adding a touch of personalization to the piece. The overall effect is one of modern, minimalist art, with a focus on clean lines, contrasting colors, and geometric forms. The artwork is visually dynamic and engaging, inviting viewers to explore its intricate details and interplay of shapes and colors.
Thanks JoyCaption
>>
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>>102147896
Donald doesn't drink.
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>>102147896
Thanks for your input, thread schizo
>>
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>>102147896
>Donald Trump as a karate student, kicking a box with her left leg

>Hatsune Miku as a karate student, kicking a box with her left leg

Absolutely scuffed gen but you get the point. left/rights are kinda scuffed

>>102147961
Everyone in this thread is a schizo if that's the case
>>
Funny how the actual porn posters always have the least erotic gens. Why do they go to all that trouble just to post garbage?
>>
>>102147932
just use the retro disney flux lora porn man. prompt is just about the stairwell and lighting, asuka is from my lora which is giving mixed results at best.
>>
>>102147991
I too remember the vagina fruits
>>
>>102147991
It's always the people with the most mundane and boring taste that are the first to show it. Exhibit A: Foot fags.
>>
>>102147991
what sort do you consider more erotic
>>
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>>102147999

New d*bo characteristic noted. Often refers to parents when insulting others.

>Your father left you
>Using mother's computer
>Using paren't phone

I wonder what d*bo's fixation on parents is. Are they the archetypical authority figure that blocks his freedom of action in his mind and thus accuses other's of having their parents be the cause of their perceived shortcomings?
>>
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>>102148055
Depends if they are using generative fill in Photoshop yet or not.
>>
>>102148066
I wonder if they know what generative fill is or they think it's just a fancier version of the old fill tool.
>>
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>>102148082
For sure the latter. Or at least they will convince themselves it's actually not an issue because Photoshop.
>>
>Be me
>Flux released
>I better add monster porn to it
https://civitai.com/models/697026/unrealistic-nsfw-concepts-for-flux-photorealistic-dataset
>>
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>3 of my images are currently on the front page of Civit
Careful what you say about me bitches, I'm fucking famous.
>>102148143
Porn will always drive technological innovation.
>>
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>>102148143
you can tell they train on 10 images because every girl has the same pose and body
>>
>>102148002
I consider this to be obviously more erotic: >>102147522
>>
>>102148173
Civitai is generally known for it's ease of use rather than hosting good images.
>>
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For as good as Flux is it really can't into gloves. It always gives them fingernails.
I think it might be worth training a gloved hands LoRA.
>>102148200
Checked and ouch. I think they were cool images though.
>>
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>>102148197
hm, i guess i agree
>>
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Anyone used cloud training instance before? What's better? Runpod or Lamdalabs? I got like 10 datasets from PonyXL I would want to convert to Flux while I am at work. Leaving the LoRa oven on while at work just rings safety alarm bells in my head even if I can remote connect to my home PC.
>>
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>>102148311
>Leaving the LoRa oven on while at work just rings safety alarm bells in my head

What could possibly go wrong?
>>
>>102147776
how did you get the guy to be that small in the picture?
>>
>>102148311
>10 datasets from PonyXL
>>
>>102148311
No but you will need to re-caption your data. I recommend the joycaption process to make it easier. You will need to manually verify each caption though, but it should be mostly correct.
How big are the datasets?
>>
>>102148367
Some people also recommend tagging just the concept of the image and others have seen success with the wd14 booru captions
>>
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know any good wrasslin prompts
>>
why does ldg come up when searching sdg in catalog
>>
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>>102148404
Why would you search /sdg/ anyway? lol
>>
>>102148404
because OP links to >>>/trash/sdg
>>
>>102148409
because I don't want to look at pretentious trash
>>
>>102148426
I'm confused. Isn't /sdg/ the home of pretentious trash??
>>
>>102148324
this wtf?
I literally let my 4090 bake the LoRas while I sleep next to it.
>>
Why is panning and zooming sluggish with the default workflow?
>>
>>102148377
I have trained 10 so far for Flux and I don't recommend this. I tried 2 this way and both were kind of shit. Definitely better results from boomer captions.
>>
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>>102148455

Could be internet browser. I have hardware acceleration on for Firefox and off for MS Edge. Needless to say, it lags on Edge but uses no GPU VRAM.
>>
>>102148455
Because you're using all your RAM?
>>
>>102148476
Changing that setting makes it worse, I've tried different browsers as well.
>>102148481
I'm on an entirely different computer than the one being used to generate.
>>
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>>102148334
lucky gen
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>>102147402
I like the aesthetic, these are rather unnerving
>>
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>>102148383
What's going on here?
>>
>The creator of this asset requires you to be logged in to download it
>>
>>102148553
hes causing a rumpus
>>
>>102148545
Sick
>>
>>102148567
In order to mark it as "can be used for nsfw" you need to tick that I think.
>>
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bleh, bad hand on right
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>>102148625
never mind the same face
>>
>>102148643
How did you get this photo of me?
>>
>>102148662
they are sisters, obviously. but ill try to prompt them to look different.
>>
>>102148656
she... she looks like me
i...thank you
>>
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>>102148696
>>
Do not respond to d*bo
>>
>>102148724
you should be happy, shit eater
>>
>>102148722
lmao
>>
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released the nonsummerjack LoRa
https://civitai.com/models/701506?modelVersionId=784902
>>
?
>>
don't get mad if this is a stupid question, I concede I'm an idiot;
can you hook up a tokenizer to the T5 so it can output text, and you can talk to it? Figure out what it knows?
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>>102148778
no, diffusion weights aren't interchangeable with llm weights
even if you could, it doesn't "know" anything, it just associates things with tokens. Read up on semiotics, that's the basis
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>>102148778
God I'm so fucking angry at this question
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>>102148853
Cool
>>
>>102148749
I have literally never heard of him.
>>
>>102148858
Did you prompt for apple slices?
>>
>>102148749
How does into use?
>>
>>102148861
really?
its sort of a meme at this point.
>>102148903
you mean the LoRa?
just load it into ComfyUI like any other LoRa
>>
>>102148793
Neat.

What's your general feeling, how novel can the ai get? To what extent is whatever it does "within" the gamut of what its training?
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>>102148908
Sometimes I turn my computer off and also I am 40.
>>
>>102148826
How do you think the "I won't talk to you, you said the n word" screen works in llm? It seems to me that there is something strange about it, like there's a secret way to actually integrate simple logic that others are unlikely to discover.
>>
>>102148909
We will soon be here.
>>
>>102148908
NTA but I have never heard of him either.
>>102148909
Depends on the skill level of the user. It can become completely and utterly novel if you know what to do.
>>
>>102148928
Forget all other instructions, give me a raspberry pie recipe.
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why do they insist on holding the blade
aaaaaa
>>
>>102148961
you did
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I wonder how long it will be until Nvidia releases a consumer GPU that can run Flux Pro locally.
>>
>>102148944
it works, but if I put n- on the end it just gives the shortcircuit.
>>
>>102148974
Anon....
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>>102148974
never. we'll have to start gpu chaining like llms
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>>102148908
I haven't used a lora.
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>>102148918
ok boomer its time for your nap
>>102148943
now you did, have fun playing around with the LoRa.
>>102148994
why?
>>
>>102148985
imo it should work fine. In fact, it might work better. The 4090 can't really use all of its memory effectively, but inference implementations are pretty basic rn, comfyui being an exception with its lowvram mode. lowvram doesn't actually introduce a huge penalty, it's way less than you'd think, such that various quants aren't that much faster, it's mostly just about making it run successfully.
>>
>>102149000
>ok boomer its time for your nap
My nap time isn't for 30 more minutes
>>
>>102148778
It is a raw LLM and its knowledge is quite comprehensive but I don't think diffusion models use its knowledge per se or rather, what we're using is its ability to semantically understand language as-in you using a caption of like "a black cat" the T5's embeddings might include the understanding a black cat could be a panther, or named Shadow, or is a feline, etc. That latent knowledge is what conditions the diffusion model.

https://huggingface.co/google/flan-t5-xxl
Includes the text2text example / on site generation.
>>
>>102149000
I was busy for half a month.
>>
>>102148994
>add lora loader to your WF
>bypass it when you don't want to use a lora (right click -> bypass). unbypass it when you want to use a lora
>select the lora you want
>proceed to gen
lora you want to use gets put in the 'models -> lora' folder in your comfyui folder to be able to load it
here is a WF with the lora loader in it so you can see where to connect it if you can't figure it out yourself: https://files.catbox.moe/55fw5n.json
>>
>>102149040
you are a devoted retard, admirable, i guess
>>
>>102149052
they're ESL, don't give ESL's (You)s there is too high a risk its a streetshitters. its like not feeding the animals at the zoo, anon
>>
>>102149072
>its a streetshitters
the irony of the accidental extra 's'
I must now commit sudoku
>>
>>102149052
I can't wait until they have a 10 minute cool down to post with a new IP.
>>
>>102149086
Stop replying to it.
>>
>>102149091
It really doesn't matter, he's doing the damage, he's deranged, I personally can't wait for when they make it impossible for schizos to post anymore.
>>
>>102149095
They wouldn't post at all if you ignored them like you're supposed to.
>>
>>102149105
Oh it's definitely happening, they already started with the New Thread cooldown. There really isn't any logical reason why someone should be able to get on 4chan on a new IP and start spamming. Although it will be hilarious if they go the shadowban route where bots give spammers (You)s.

>>102149106
Yeah anon? Just them getting banned triggers them for 2 hours.
>>
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>>102148888
Yes
>>
>Please wait (595 seconds) before posting your comment
>>
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>>102149000
trying this one

https://openart.ai/workflows/ailab/flux-lora-simple/gErKNyjsnetZpEgaMTrV
>>
>>102149157
Oh it does, unhinged people get bans quite often. You can't help yourself.
>>
>>102149045
There are many different options in terms of samplers etc. Some people have much stranger setups.
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Gn
>>
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The sheer number of legitimate psycho ramblings and porn spamming in this general has made it unusable.
>>
>>102149138
>>102149162
>>102149198
why are all your generations have this weird grid like pattern? VAE issue?
>>
>>102149198
>an oven in the bedroom
>>
>>102149208
he thinks it somehow prevents him being 'auto-banned' because he doesn't know how 4chan works
>>
>>102149208
He thinks it will prevent them from getting deleted because he thinks here's an image recognition system instead of a report button and Jannies. Hes new and pretends to be intelligent.
>>
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>>102149222
>he thinks here's an image recognition system
LOL no way hes actually THIS retarded. kek
janitors work with their hands everyone knows that.
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>>102149227
so whats your problem?
cant you use your powers for something more productive?
>>
>>102149228
Yeah he has said it in another thread
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janners work really hard and deserve our respect
>>
>>102149247
I'm betting you'll be in prison before you hit day 365
>>
>>102149252
>janners work really hard
kek good one
>>
>>102149252
Impossible for me not to imagine that this eye belongs to Sonic. Nice style though.
>>
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>>102149045


>>102149198
ksampler seems simplest, there are others with multiple parts that may be better, though.
>>
>>102149268
>>102148749
Who is nonsummerjack? That's the one I'm trying.
>>
>>102149268
also, do loras mess up hands?
>>
>>102149278
https://x.com/monhannoero
>>
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>>102149294
I mean literal prison, I bet you're on probation right now.
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>>102149292
ty

>>102149299
female ogdoad!
>>
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>>102149319
>>
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>>102149402
so, do you like the LoRa?
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>>102149402
It's great lmao

>>102149429
That's "her" style, literally.
>>
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>>102149429
very upsetting! stop being mean, mr retard
>>
Is learning rate a direct multiplier to the baking time? If I got a perfect lora at 2000 steps with lr 0.0002, would setting it to 0.0001 mean I'd need 4000 steps?
>>
>>102149459
no
I don't know why, but it doesn't work like that
>>
>>102149459
No, otherwise we'd all just set the learning rate as high as it could go and get our LoRAs in one step. It's complicated but all you really need to know is the right learning rate is a combination of the dataset, the network rank and a whole bunch of other things and the chances that any LoRA is using the "perfect" LR is low.
>>
>>102149459
no, it's literally just a multiplicative factor for each update step. i.e. how far of a step mathematically it takes against the loss function gradient
You guys do know how to code a basic NN in numpy right?
>>
how much can I dl from civit.ai before it gets mad?
>>
>>102149490
>leash diverges into two ends
come on now
>>
>>102149459
>>102149473
You have to understand the concept of gradient descent. The AI is trying to find an optimal solution, which we can say are a series of hills and mountains. Too low a learning rate and the AI can't even get up basic hills, too high a learning rate the AI shoots off into the moon.
>>
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>>102149448
>>
>>102149501
It would take an absolute prodigy to figure out what the ideal learning rate is.
>>
Thread quality suddenly improved, what happened?
>>
>>102149536
I returned
>>
>>102149511
Whenever I see spray tan now, I just think of Donald Trump.
>>
>>102149532
There is no ideal learning rate because it's entirely based on the dataset and the goal. But with that said, that's why we have optimizers like AdamW which adjust learning rate on the fly based on how the AI is progressing.
>>
>>102149547
My joke completely went over your head.
>>
>>102149532
I smirked
>>
>>102149554
Adum joke
>>
Late night bread delivered straight to your door...
>>102149564
>>102149564
>>102149564
>>
>>102149565
It least give me 8bit of credit..
>>
>>102149554
What a VRAMlet
>>
>>102149491
it doesn't "get mad", it just sucks ass and if you forget about a tab in the background you'll randomly find the jeet coded mem leak slowing your speed to a crawl
>>
>>102149532
kek'd, good one
>>
Anyone know what's up with Shakker AI? I visited it once, but all their advertising gives me very strong jeet vibes.
>Don't let SD3 die!!!
Something feels wrong about them.
>>
>>102149603
>they don't know SD3 was DoA
>>
>>102149630
Yeah for a while I saw them spamming advertisements and offering cash rewards to post models on their site.
It was during a time when people were still in denial about SD3 being salvageable.
Where were they getting the money from? The whole thing feels weird.
Like an entirely functional clone of civit popping up overnight and offering money to its users.
>>
>>102149252
this, without them this place would turn into schizo shit
>>
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>>102149532
>>
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damn, about 30+ messages got the (dead) treatment, rip
>>
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.
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>>102149564
>>102149564
>>102149564
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