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Discussion of Free and Open Source Diffusion Models

Prev: >>108152683

https://rentry.org/ldg-lazy-getting-started-guide

>UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI
re/Forge/Classic/Neo: https://rentry.org/ldg-lazy-getting-started-guide#reforgeclassicneo
SD.Next: https://github.com/vladmandic/sdnext
Wan2GP: https://github.com/deepbeepmeep/Wan2GP

>Checkpoints, LoRAs, Upscalers, & Workflows
https://civitai.com
https://civitaiarchive.com/
https://openmodeldb.info
https://openart.ai/workflows

>Tuning
https://github.com/spacepxl/demystifying-sd-finetuning
https://github.com/ostris/ai-toolkit
https://github.com/Nerogar/OneTrainer
https://github.com/kohya-ss/musubi-tuner
https://github.com/tdrussell/diffusion-pipe

>Z
https://huggingface.co/Tongyi-MAI/Z-Image
https://huggingface.co/Tongyi-MAI/Z-Image-Turbo

>Anima
https://huggingface.co/circlestone-labs/Anima
https://thetacursed.github.io/Anima-Style-Explorer/

>Klein
https://huggingface.co/collections/black-forest-labs/flux2

>LTX-2
https://huggingface.co/Lightricks/LTX-2

>Wan
https://github.com/Wan-Video/Wan2.2

>Chroma
https://huggingface.co/lodestones/Chroma1-Base
https://rentry.org/mvu52t46

>Illustrious
https://rentry.org/comfyui_guide_1girl
https://tagexplorer.github.io/

>Misc
Local Model Meta: https://rentry.org/localmodelsmeta
Share Metadata: https://catbox.moe | https://litterbox.catbox.moe/
GPU Benchmarks: https://chimolog.co/bto-gpu-stable-diffusion-specs/
Img2Prompt: https://huggingface.co/spaces/fancyfeast/joy-caption-beta-one
Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusion
Archive: https://rentry.org/sdg-link
Bakery: https://rentry.org/ldgcollage

>Neighbors
>>>/aco/csdg
>>>/b/degen
>>>/r/realistic+parody
>>>/gif/vdg
>>>/d/ddg
>>>/e/edg
>>>/h/hdg
>>>/trash/slop
>>>/vt/vtai
>>>/u/udg

>Local Text
>>>/g/lmg

>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon
>>
whoopsie, double post. Plz ignore
>>
>>108162150
ok fagollage, thx 4 bake
>>
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>>108162150
Thanks, baker.
>>
>>108160149
i'm a dumb retard, can you make it work for fp16 compute dtype? i get
>RuntimeError: expected mat1 and mat2 to have the same dtype, but got: float != struct c10::Half
>>
>>108162196
>fp16
buy a new card retard
>>
>>108162204
no
>>
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>>108162150
Where is the AI gooner thread? I found a thread on /h/ but it's ded and somehow over 30 days old. Has AI made people goon so hard that they can't post on 4chan anymore? I thought there would be 1,000 of those a day here.
>>
>>108162211
maybe try reading the OP for once?
>>
>>108162211
/h/ has /hdg/ and /hgg/, check both out, but both are slow. There's /edg/ on /e/. I think /b/ has some fast threads but I don't go there.
>>
>>108162196
Use a model loader that allows you to change compute type. KJ Nodes has one.
>>
>>108162218
I unironically forgot /b/ existed
>>
>>108162234
i'm force running it in fp16, my card doesn't support bf16, with fp16 it's pretty fast
>>
>>108162246
cope. write your address ill send u a spare 4080
>>
>>108162256
you'll get me jailed
>>
Blessed thread of frenship
>>
>>108162211
>Where is the AI gooner thread?
>>>/trash/slop
>>
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aside from klein not knowing what oven mitts are, i'm finding i'm having a harder time picking the best lora version
>>
>>108162452
0 is shit. I like 2
>>
>>108162461
concur
>>
>>108162452
for me it's 0 by far
>>
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>>108162461
>>108162467
>>108162480
thx for feedback, i'm really surprised at the popularity of the lenovo loras so i'm making at attempt at one myself but it gets pretty subjective pretty fast
>>
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>>108162150
Dear /ldg/ now you can finetoon ant SD checkpoint with 12gb VRAM
https://github.com/Hysocs/Aozora_SDXL_Training/tree/main
There is now excuse
>>
>>108162532
Aozora Training Script now supporting Flow-based SDXL architectures. Aozora It enables full/partial fine-tuning on 12GB consumer GPUs such as the RTX 3060.
>>
>>108162513
dont like any of em
1 is the worst
I would say 2 is the least bad but meh
>>
>>108162547
>>108162532
buy an AD, not using your shitware
>>
Remember to ignore him if he speaks in third person or seethes about his nemesis.
He has a humiliation fetish don't help him masturbate
>>
>>108162567
Why are you insulting this project?
He's showing a cool tool that might be a little late but cool none the less. He's not a hostile entity be nice.
>>
>>108162586
it's vibecoded trash and the 'user' cant even write proper english to promote it, fuck off.
>>
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>>108162564
one of them is no lora at all and i randomized them so i have to open a text file to see which is which
>>
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Since when is ComfyUI knowledge a salaried job title? Incredible, we did it lads, node wrangling is a career!
>>
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>>108162607
Ah you're trying to poison the well to blame the thread and have something to point to when the soft blocked dev tries to cop a plea.
I'm not going to argue with you on this. God bless
>>
>>108162567
>>108162607
It's a good tool to finetune anime checkpoints with low VRAM, please use it!
>>
>>108162532
thats nice and all but what about anima
>>
the nocoder troon needs to fuck off and stop fudding projects
>>
z-image edit still hasn't been released

did it get shit on by klein 9b so the z-image team had to train it further?
>>
>>108162623
bro I dont care about 35 stars turds or this SDXL (lmao) lora trainer, especially when this looks like low effort vibecoded trash
>>
>108162631
>108162607
Good example of the humiliation fetish anon trying to force a narrative. Just highlighting this for anons so they can ignore him. I won't be replying to this bullshit moving forward and neither should you
>>
>>108162616
those are obviosuly scam vacancies, 99% indian
>>
>>108162615
0 worst, 1 and 2 both have issues
>>
>>108162532
Don’t listen to him and thanks for sharing it. He’s mad because it’s anime related, but any serious person knows it’s better to post these things here than in his dead “anime general.”
>>
>>108162669
He's also going to try to drag this project in the dirt as a cope for why nobody wants to use the 35 star project.
>>
>>108162675
how do you know it is him and not some random troll
>>
>calling out vibecoded trash for what it is gets you labeled as the failed 35 stars faggot dev
grim
>>
>>108162532
would be nice to have anima support since thats probably gonna be the meta for the near future
>>
>>108162675
Jesus Christ dude, get some help. You can't stop obsessing over him.
>>
>>108162638
>>108162682
Even so, he didn't share it on your anitroon general, faggot. Keep seething and samfagging in your shithole.
>>
>>108162631
>>108162150
Can anyone explain why is it okay to have those 2 rentries in the OP but not this https://rentry.co/ranfaggot one? We clearly have a schizo problem but somehow one is exempt from being exposed. That seems pretty sus to me.
>>
>>108162699
the discord wouldn't like that
>>
/adt/troons should buy an ad and stop getting hysterical when they’re completely ignored on /g/, just saying.
>>
there are two mentally ill retards plaguing /ldg/, am i right?
>>
Remember to ignore, he's too obvious and stupid. He needs attention to justify his shit life.
>>
>>108162690
why are you so defensive about '''software''' posted by a '''random'''? is he your friend? fuck off.
who the fuck even needs sdxl training? for 12gb vram cards? LMAO, just open a couple of the python files and youll notice it's all vibecoded too.
I am free to call out trash when I see it, stop being a faggot about it.
>>
>>108162616
neat
>>
>>108162452
For me it's definitely 2, but my monitor is not calibrated.
>>
When is Z-Image-Edit coming?
>>
I just tried i2v with the default LTX-2 template and it was garbled and artifacted to shit. I know LTX-2 can do better than that, so what gives? Is the template just useless?
>>
>>108162699
It's advertising the split.
>>
why would catjak advertise her mental illness all the time?
>>
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>>108162704
Why does some trooncord gets to dictate what happens in those threads?
>>
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Flux2 is black magic. I can't believe I've slept on this, I take every bad thing I've ever said about AI, holy fuck.
>>
>>108162884
ran owns this general and you have to respect him and his discord clique
>>
>>108162897
You mean Klein or the big one?
>>
>>108162897
It is pretty amazing. Haven't tried art style transfer yet, I guess that's more problematic.
Flux 3 Klein is going to be balls to the walls hairy.
>>
>>108162925
Klein on Comfy. I don't even need to train loras anymore, simply ask it to rotate a character it it's nearly perfect.
>>
>>108162965

>rotate character slop
>anime to real slop


PEAK!
>>
>>108162616
just look at the descriptions, they are obviously into the ai influencers grifter business, actually almost all comfy's disord job postings are related to that.
I actually tried my luck with one of those ads for a "company", it was 3 sub-25 zoomer kids playing as entrepreneurs trying to sell ai influencers to people, they described themselves as the CEO, CTO and other was the COO of their 3-men company, one of them showed me the company earrings and it was a little of what I do by myself, they ended up owing me $100 dollars for a small job, so I knew they were shit because they couldn't even afford a $100
>>
Everyone here is basically Indian right?
>>
Any Upscale model 2k, 4k to recommend?
>>
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>>108162978
Yes, it is in fact peak. fr fr.
>>
>>108162714
all that will achieve is show that the regular posters possibly agree with his samefagging and gaslighting to newfags and jannies
>>
>>108162988
Nothing beets sneedvr
>>
>>108162982
I imagine this sort of thing is rife on internet and I recall reading similar stories before AI was a thing. Art commissions and such.
Discord is probably really bad in this sense.
>>
35
>>
>>108163046
good on you to show why the entire general hates you ani
>>
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>>108162982
It seems that way. Maybe Discord gives you the reassurance that you can at least see the person’s profile. And at the same time, those zoomers were scammed by others who promised they could become millionaires with AI
>>
God damn text encoders are driving me insane, failing to comprehend even the most basic instructions. How do you deal with this shit?
>>
>>108163128
which one?
>>
>>108163144
qwen3_4b (lumina2, ZIT)
>>
>>108163146
What instructions? If it's left/right shit then that is still the bane of models.
>>
>>108163162
Simple positioning, I tell it again and again to fully show both characters, yet its only showing the lower body of the male. Such a piece of shit.
>>
>>108163169
Might be constrained by aspect ratio. Or try to describe the dudes legs or feet since the model tries to put everything mentioned into the image.
>>
>>108162897
there's just a couple things they need to fix and you won't need to use anything else.
- Anatomy.
- Better style transfer.
>>
>>108163177
It shouldn't struggle this much to understand. Can't I use a better TE, or improve the instructions with MS paint stick figurines or some shit? I don't wanna do fucking 100 trial and error text inputs until the down sydromed machine finally understand my 5 year old instructions.
>>
>>108163190
someone had good results adding colored boxes to images and then telling the model. "Put the man where the green box is" etc...
>>
>>108163200
Which nodes do u use for this?
>>
>>108163205
Edit the image in ms paint.
>>
>>108163211
which NODE do you link it with
>>
>>108163225
Just a regular klein image edit setup. I'm sorry but retards always amaze me.
>>
Qwen 2.0 7B status?
>>
>>108163128
There are things that ZiT does not understand, while ZiB does. You can try different formats and see what works, like using bullet points, or ask GPT to rewrite your prompt in A1 CEFR level English, which is a very basic level of English, etc. The text encoders are really bad, especially since ZiT and ZiB Kleins are still stupid and censored models.
>>
I guess some people use artificial intelligence because they have none of their own.
>>
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>>108163241
>>
>>108163241
You are stuck here with us, not vice versa, fuck head.
>>
Does anyone know how regex nodes work or how to connect to the text encoder? Especially the regex replacement node.
>>
Is there a fast local image 2 video for AMD ROCm? Last year I tried wan2-something-idk and it was fucking slow.
>>
Good stress test to test the intelligence of diffusion models:
-Jellyfish in the water, character half of the body in the water. (Any model will put jellyfish in the sky or floating in the air)
-Character chasing character X. (Does not know the relationship and direction between subject A and subject B who should be one following the other)
>>
>>108163301
the real ultimate test that 99% of models fail: a dick with foreskin
>>
>>108163313
a wine glass filled to the brim with foreskins
>>
>>108163313
is this 2023
>>
>>108163330
shitmixes still count as a single model
>>
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>>108163301
>>
>>108163241
People use artificial intelligence because they want slaves, and you can't have human slaves for some stupid reason unless you are an Epstein's friend.
>>
>>108163409
SOTA
>>
>>108163422
You sound brown.
>>
>>108163511
Only a brownoid would get mad at the concept of slavery.
>>
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>>108163313
It's actually fast spinning wheels.
>>
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>>108161129
That's actually NVIDIA's goal. They want every pixel touched by AI.
>>
>>108163604
How are you, my friend? I just wanted to check in, have you been able to start coming to terms with the loss of your wife, even just a little?
>>
>>108163313
It's actually reflecting shadows, ain't nobody got time for dat
>>
Testing NewbieAI again, it actually has a very SFW, symbolic anime style potential, but it’s severely undertrained and painfully slow. Too bad it didn’t apply for funding, because my OC characters I’m making here are more aesthetic and have better taste than Anima, which feels more like a cheap goon model.
>>
Another thing I’ve noticed with Newbie is that it’s much more stable with any loras use, which makes me wonder if this model can be shitmerged entirely with loras.
>>
>>108163604
DLSS and FSR are pretty much standard in all games now.
>>
>>108163604
What's the most depraved gens you have of her?
>>
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>>108162225
>but both are slow
That sounds like good news, they were heavily shitposted last I checked. You could tell there were /vn/ crossposters.
>>
>>108163146
Might be a ZIT limitation. It's stubborn about some things with me too. Non-Turbo is somewhat better, but still.
>>
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>decide to see what new inpainting models like Klein are like
>Need to use retarded broken program known as ComfyUI
>Boot it up
>won't import LayerStyles which a workflow I downloaded used
>know comfyUI breaks 90% of nodes when you update it so decide to download new (modern) comfy installation in different directory
>notice pointless new ugly UI for Manager, but whatever, I can deal with it
>Manager won't even download things, showing zero input in console
>"install from git url' button is gone so can't try that

I FUCKING HATE COMFY! Worthless piece of shit nonsense program that receives more broken UI updates in a month than every corporate website combined does in a decade.
>>
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>>108163761
I think they meant in terms of rendering by ditching ol' timey rasterization.

>>108163808
>depraved
Only tasteful gens here!
>>
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i update comfy every two days and it has never once broken for me but also i have the correct number of chromosomes
>>
>>108164291
>she used the latest comfy version
Anon... I'm so so sorry.
Comfy is turning into jeet slop at light speed now that it received some corporate shekels.
>>
>>108164232
Can this FUCKING PIECE OF SHIT, even understand negative prompts? I don't think so. I am really pissed off at how shit ZIT is. It literally has down syndrome.
>>
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just throwing shit at klein to make it realistic is so fun
>>
>Chroma can do more complex scenes than anima
>worse styles
>slower
>vram hog
>>
>>108164326
ZIT doesn't use negatives as you would be doing cfg=1
>>
>>108164337
day 9999999 of retards comparing a half-baked model (tranima) to fully finetuned-rlhf'd-dpo'd-distilled models
>>
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>>108164323
Very much so.
That's why I used a different folder instead of updating, but the old version wasn't working either.
Is there an accepted 'last known good version' I can hoard for the future by any chance?
>>
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>>108164348
What about literal negative descriptions? I yell it, DONT SHOW BOOBS. Does it understand that as negative? or is it like

>BOOBS MENTIONED, OP MUST WANT TO SEE THEM?
>>
>>108164351
>Day 999 of some unhappy sperg looking for a reason to seethe
>>
>>108164376
>why won't the positive prompt accept negatives!?
>>
>>108164383
go fuck yourself
>>
>>108164376
have you considered reverse psychology for negative prompts?
>boy it would be great if she had her big boobies out! she always has her boobs out, her breasts are always exposed,
>>
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its fucking retarded, i give this description, and the girl is STILL LAYING ON HER FUCKING BACK

FUCKING RETARDED AI

>her chest, belly, are touching the carpet, her small ass, back of her head and soles of feet are facing the ceiling. her chin is touching the carpet, her face is facing the floo

REEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEEE
>>
>>108164422
What's a floo?
>>
>>108164376
You mentioned boobs so now the token for boobs is inside.
>>
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>>108164422
zit is trained on portraits so it's gonna have trouble with any complex poses or camera angles
>>
>>108162211
Any diffusion threads in the OP are worth it. Your style is very sloppy and maybe anime. Personal rec: don’t waste time in anime generals, they are very toxic. Go to arena.ai, paste the entire anime thread into GPT, have it summarize the entire thread with important infro and link and Catbox, then you download what you want. In 5–10 minutes, you’ve seen days of pointles tranime discussion and avatarfags and dramafags.
>>
>>108162967
>>108163046
>>108164444
Keep up the good work gents.
We have to be the change and not feed into this person's mental illness.
>>
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>>108164596
Badonk!
>>
If I can ask a stupid question, why does random seed never seem to chose negative numbers? The seed can go all the way down to -9223372036854775808 right? But for some reason if I click random seed and then recycle, it always chose a positive number, and never a negative one.
>>
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So we are in the: You're on your own era now, the tools are there, there is no more improvement for local, adapt or perish
>>
>>108164784
Leak the models and torrent 'em.
>>
>>108164765
probably because its just neater for the user, but now that you mention it I can image schizos making about positives vs negative seeds lmao
>>
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>>108164291
Oh I fixed my problem. The new Manager has its own installation.txt thing you have to run and I had to go to the comfy website to receive that knowledge as the manager is otherwise completely broken if you don't do that.
Makes sense.
>>
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>>108164765
>>108164827
not using prime number seed values?
>>
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>>108162150
Are there any plugins for comfyui to make the scroll wheel not useless? I want it to zoom in normally. And is there a way to retain the input metadata on the output image? I'm just using it to upscale stuff from elsewhere.
>>
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>>108162150
FRIENDLY REMINDER THAT IF YOU USE ANY OF THESE OVERCOOKED PIECES OF SHIT, THE BEST THING YOU CAN DO IS EUTHANIZE YOURSELF AND DONATE YOUR ORGANS AND GPU TO PEOPLE WHO NEED THEM.
>>
>>108165325
Where do I download the pizza one?
>>
>>108165325
janku and wai illustrious is bad, i agree, wai noob is perfect though, idk about others, <3
>>
>>108165325
what should one use instead?
>>
>>108165239
Native doll awareness???
>>
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>>108165325
based
4ch garbage mixes
here we only use 16ch vae models
NETA/ANIMA BROS WW@???
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>>108165325
never used SD or SDXL checkpoint in my life
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>>108165364
I kneel
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>>108165354
waiting 30 min for the 1024*768 gen to finish using Aura flow at 6 and a LLM to rewrite my prompt
>gen finishes
"Oh no! It forgot the arms! Now I have to rebuild the prompt bible again.
<arms>
two_arms, left_arm_up, right_arm_down
</arms>
>>
>>108165449
sounds like a sever skill issue on your side my friend
>>
>>108165449
><arms>
>two_arms, left_arm_up, right_arm_down
></arms>

Prompting Markup Language
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>>108165501
reason why newbie failed, not even worth mentioning in the 16ch vae based club
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>>108164337
By complex you mean furry degen monstrosities with melted fingers and toes?
>>
Boring aniorwhatever drama killed /ldg
>>
>>108162150
>8 hours ago
>>
>>108165325
Wai still gives me the best-looking outputs, but it's the only one I've tried out of those.
>>
Remember to colaborate to our REAL little sister general >>108164777
>>
>>108165706
I've been filtering animanon, catjak, debo, and whatever other schizo terms and didn't realize it was filtering /ldg/ threads entirely so I just stopped browsing. A week passed and I only just noticed.



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