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Discussion of Free and Open Source Text-to-Image/Video Models

Prev: >>106968093

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/Nerogar/OneTrainer
https://github.com/kohya-ss/sd-scripts/tree/sd3
https://github.com/derrian-distro/LoRA_Easy_Training_Scripts
https://github.com/tdrussell/diffusion-pipe

>WanX
https://comfyanonymous.github.io/ComfyUI_examples/wan22/
https://github.com/Wan-Video

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

>Neta Lumina
https://civitai.com/models/1790792?modelVersionId=2298660
https://neta-lumina-style.tz03.xyz/
https://huggingface.co/neta-art/Neta-Lumina

>Illustrious
1girl and Beyond: https://rentry.org/comfyui_guide_1girl
Tag Explorer: 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
>>>/b/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
>>
THREE MORE YEARS OF SDXL!
>>
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>>106972449
ty baker
>>
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>>106972482
when ai developers get their shit together and stop with shitty safety guardrails and censorship would we have a solid illustrious successor by now. kinda feel sorry for grok fags.
>>
If /ldg/ took the api pill already you would've seen how much better AI can be.
>>
based kebab man
https://xcancel.com/GozukaraFurkan/status/1980931218494624092#m
>>
we should separate the general between 1girl and actual art
>>
>>106972586
that's right king, tell those fucking chinkoids how it really is.

>>106972592
waiting on you to post some actual art dog
>>
we already do, actual art goes in the api thread
>>
> comfyui, wan
> switch loras and strengths 4 times, ram oom, restart
> switch loras and strengths 2 times, ram oom, restart
> switch loras and strengths many times without oom, gen all day, reboot computer
> switch loras and strengths few times, ram oom again
fucking hate this shit
why can it work only 1/100 times like normal
>>
>>106972631
set pagefile to double your system ram, which by the sounds of it you have 32gb.
>>
>>106972586
> Single-GPU & Fast Inference
> single H100
>>
Can I do anything on a 12gb rtx 3060? Got a i9 14900k and 32gb of ram.
>>
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>>106972639
what that'll do?
>>
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>>106972656
yea.. anything sdxl, cut down flux.. animations will be slow tho
>>
>>106972656
You can run SDXL, the best local model ever developed
>>
Blessed thread of frenship
>>
>>106972668
stop you from ooming, you silly billy.
>>
>>106972449
Last thread
>SD 1.5 tier
>SDXL is still best

I love how these fags blabber on about without a proper goal for what constitutes a decent model. The tech has already advanced on every aspect, but they are stuck on SDXL due to its aesthetics (mainly because of a very low IQ).

NetaYume is a more than capable anime tune, with limitless potential for further improvement. Chroma base is also ready for its own anime tune.

Yeah, Chroma is harder to teach styles. Don't forget you're comparing 2B to 12B. No, SDXL is not even Flux tier, fuck off and go back to your SD 1.5 tier shitmixes.
>>
>>106972639
64gb
it's about 42gb used after the first gen
clearing cache and unloading models through model_manager.py, cuda clear and doing gc.collect frees not enough just prolong the agony
>>
>yes, my 12b model is dogshit at learning compared to a 2b from 2023, but you should use it anyway because new thing is new!
>>
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>>106972573
>>106972592
>>106972606
(You)
>>
>>106972713
man i don't know then, sorry. I have half your system ram and i never oom with wan. something else is fucked with your setup.

>>106972731
Nice.
>>
>>106972691
>Please continue to finetune chroma for me because the $200,000 i spent wasn’t enough to learn a single style. Trust me guys, 512x512 is the future!
>>
>>106972691
> Don't forget you're comparing 2B to 12B
> extra 500% heavy
> for 30% better result
> still have to gacha
>>
>>106972656
>14900k
>rtx 3060
why?
>>
>>106972691
the truth of local models is
if it cant run at decent speed on a gamer gpu it will stay shit.
unless its a really large model that can only be run on custom whalecoomer hardware and happens to be good out of the box
no inbetweens
only exception being videogen because the barrier to entry there is higher in the first place
>>
>>106972731
Do you want us to post API gens here? You cried like a bitch last time you got mogged by Seedream
>>
>>106972742
>>106972746
SDXL doesn't even learn a single concept. It overfits on training data, similar to SD 1.5. What you get is tasteless variations, which is why you can only mostly tag soup it. Garbage in, garbage out. Chroma actually genaralizes.
>>
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>>106972756
>Do you want us to post API gens here?
Did someone take your EBT?
>You cried like a bitch last time you got mogged by Seedream
That was another anon yesterday and I'm also a Chroma lover. These have been Qwen Edit 2509 though
>>
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>>106972756
i wish there was a midjourney thread desu, i always see a lot of cool shit that uses gens from there
>>
>>106972785
yet shitty sdxl based finetunes > generalizing chroma
>>
To that bro who was running Nunchaku Qwen with LoRA, can you share your workflow? Or anyone else doing the same.
>>
Chroma users are a blight upon this general. It’s a trash failbake only enjoyed by balding 3dsloppers who mistake the training artifacts as ‘realism’. Every chroma gen posted looks like melted shit, and that is because the model is objectively poorly trained
>>
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>>106972639
>set pagefile to double your system ram
nta but this is also only a fix for some workflows and comfyui is only getting worse over time, i still get ooms every once in a while with 24 vram and 128gb ram and dynamic windows managed pagefile
>>
>>106972815
>nogen
try again but not through tears next time
>>
>>106972691
A lot of you havent experienced what a proper anime finetune (NovelAI V4.5) is like to use compared to the utter dogshit we're served here locally.
>>
>>106972749
Replaced a much older CPU recently. Changed the GPU a few years back.
>>
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>>106972785
>Chroma actually genaralizes.
Not op, add my +1 for Chroma training. It's ridiculously good at picking up source training data and is being negged into a secret only autist coomers with motivation are aware of
>>
>>106972749
I can add another GPU for AI but it's expensive. I would also need a new power supply.
>>
>>106972864
>It's ridiculously good at picking up source training data
Any examples you can share?
>>
>>106972670
>IN A WORLD...OF NONSENSICAL SLOPPED DETAILS...
>>
>>106972835
NovelAI actually develops tech like #source#target which local has zero answer to. This is because local bakers don’t actually gen, so they don’t realize what needs improving
>>
>>106972890
the funny thing is, chroma could've done something similar, considering the entire dataset was given NLP captions with gemini
>>
>>106972864
They are just trolls. Can't possibly be upset with Chroma or NetaYume (meaning you have no imagination whatsoever), shill Illustrious, but then simultaneously shill API shit as if that doesn't make IL look like a joke in comparison.
>>
Just a screeching voice fading in the wind
You and your trani lost


Just cope and go away
>>
>>106972906
NetaYume is incredibly artist dependent in my limited testing. Some artists give great results, a majority of the others end up leaving you with incoherent and melted details. The artifacts are unique, however, they're different from the typical VAE melt seen in SDXL
>>
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>muh 1girl bad
>unironically shilling chroma rng slop
>>
a local wan2.5 might even surpass sora 2. but that will never happen. the chinese prefer online humiliation, kek
>>
>>106972932
We're never getting another local WAN model btw.
Even if we did, it'd be without audio (too dangerous!)
>>
>>106972928
>Oversized gianttess 1girl
>Not doing anything novel, because the model no concept of anything other than some basic poses fed into it.

That's IL/SDXL for you.
>>
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>>106972864
>>106972906
my vote's on yume for the next major step up, i just need to get my coomer motivation today to install a totally fucking different training script than what i got the other day and give it a go
though step one is getting training data for a good style to train.

>pic unrelated
>>
>>106972960
do share if you find a good training script for netayume, i have some loras i need to rebake on it.
>>
It's the same disabled faggot spamming for days, you know who he is just stop arguing.
>>
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>>106972890
NetaYume comes close to NAI in prompt understanding (though it's obviously tagged differently so same prompts yield different results, but NAI prompts can be tailored for NetaYume). NAI is probably around 4-5B parameters due to its better grasp on text. Local is catching up, just a scaled NetaYume is all it needs.
>>
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Retard here, the main reason for the garbled details and backgrounds in XL based models is the VAE right? Could the VAE be retrained, or replaced to improve the small scale details? Or is it easier to just do a whole new model?
Just wondering, because at least for me those models do most things I want, with exception of the mentioned things so I wondered why this one thing hasn't changed with all the retrains and variations of XL models having been made.
>>
>>106972960
For anime? Sure, for now (as we've yet to see a Chroma anime tune). But for realism Chroma is already by far the best model for it.
>>
>>106973048
Do you know about NewbieAI? It’s apparently yet another lumina finetune but they added 1b to it. Last I checked it’s supposed to release around the end of this year
>>
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>>106972879
>>It's ridiculously good at picking up source training data
>Any examples you can share?
Search the archive. There's a no feeding sign

>>106972906
>They are just trolls.
Out in force today

>>106972960
Will try when diffusion-pipe or OT supports it. That's better than expected
>>
>>106973080
Never heard of it but if this is it
https://huggingface.co/NewBie-AI/NewBie_diffusion-model_repository

then it's looking great.
>>
>>106973055
theres a reason it hasnt been done
because it requires retraining the model as well so it outputs the right 'format' for the VAE to interpret
also i speculate that fixing the VAE problem would only expose other incoherency issues as the model was not trained on such precision and it can only get so far with its small size
most gens benefit from a proper upscale anyways, regardless of shit VAE or not
>>
>brown 3dcg
vomit inducing FR, where's the netayume schizo with his gens? past thread was also devoid of good anime gals
>>
Do you train illustrous loras with the same settings as XL/pony, or is there something that needs to be different?
>>
Interpolate>SeedVR2
Or
SeedVR2>Interpolate
>>
i just dont know what kind of 1girl to gen is the thing
>>
>>106972928
>>106973013
Why does every medieval interior AI generated stuff look exactly the same?
>>
>>106973145
>Search the archive.
I'm not digging through troves of endless garbage to find the next level prompt adherence you speak of. Back up your claims with proof.
>>
>>106973243
That's more a consequence of the shitmix he uses desu
>>
>qwen edit 2509
>prompt add a girl in the scene, keep everything else unchanged
>the scene shifts a tiny bit and the details are off
this model a fucking joke. who would've thought that a bigger model than kontext can't even do basic shit correctly? wtf
>>
>>106973273
For being an edit model it sure does like to resize and warp images.
>>
>>106973243
it's the mixes man. they're trying to warn us about the shitmixes but we won't listen man.
>>
>>106973233
seedvr2>interpolate
>>
>woaw chroma is so good guys its the best model!!
>cant even do fishnets without shitting itself
Not a good look
>>
giving non artists the confidence of faggy artists was a huge mistake
>>
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>remember in my tired brain you can just prompt any kind of eyes you want
>leave out the character tag and it's gonna wing it a bit
>get this

d'aaaawwww adowable eyes gen i can't share the full image of because its a failgen that put her on top of the table with a gigantic hyper ass in focus
>>
>>106973327
Have you tried donating another $200000? It might be enough to allow him to upgrade to 768x768 training!
>>
>>106973327
Point me to a different model that can oneshot my bondage, girl on leash or pregnancy prompts anon-kun.

API would filter 99% of my Chroma gens.
>>
i think ani's lawsuit just flew over my house
>>
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>>106973243
gets boring using "flower garden background", "forest", "jungle", "rocky area", and "grass field" background for majority of my gens. Building interior tend to be the weakness of sdxl.
>>
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where'd all the creative anons go?
>>
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>>106973080
>>106973147
Any more info on this? The repo is bare.
>>
>>106973413
Realistic? Not sure. Seedream 4.0 is uncensored, but probably not amazing at NSFW regardless.
Anime? NovelAI V4.5 without a doubt.
>>
Some Nodes Are Missing
When loading the graph, the following node types were not found.
This may also happen if your installed version is lower and that node type can’t be found.

NunchakuQwenImageDiTLoader

Nothing I fucking do fixes this. Yes, I manually downloaded and installed the correct wheels. Please anons, by God, help me, I'm going to rip my hair.
>>
>>106973426
Dl local models and get creative. OP has guides.
>>
>>106973426
monetize on twitter
>>
comfy shoudl be dragged out on the street and shot
>>
>>106973210
Mostly
>>
>>106973426
>>106972047
explains it nicely
>>
>>106973442
>Realistic? Not sure. Seedream 4.0 is uncensored

Ah yes, Seedream
>>106968701
>>
>>106973487
Sounds like bullshit to me
>>
>>106973502
>Ah yes, Seedream
>no prompt provided
Worthless comparison.
>>
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baiting schizos is the most fun part of these threads desu, you make some vague comment and some anon spends 3 threads fighting someone who only exists in their head
>>
>>106973514
facts
>>
>>106972671
>SDXL, the best local model
whycome it be best?
>>
>>106973382
>i can't share the full image of because its a failgen that put her on top of the table with a gigantic hyper ass in focus
thats not a failgen
>>
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>>106973502
What's best is that Chroma can generalize, so I can modify as I want to.
>>106973513
Didn't include since I've posted it here many times, but it's
>Amateur photograph, a Japanese idol woman, performing an advanced contortion pose indoors, likely in a studio setting. She is sitting on a surface with her legs bent backward and extended over her shoulders, so that her feet are positioned and touching over her head, displaying an impressive level of flexibility.

>A white towel is draped over her front for modesty. She has straight black hair with bangs, and she wears a black wristband or watch on one wrist

To showcase its generalization abilities, on Chroma, the prompt can be modified as much as I'd like:
>>106967674
>>106967761

I can make it uncensored.
https://files.catbox.moe/h90ted.png

It's the ultimate benchmark against APIshit models, and none of them have ever reproduced anything like it even if it's not filtered, and I can also give the 1girl props in her hands etc...

I can generate endless variations that satisfy my needs. It truly is an amazing model.
>>
great you summoned the chroma-schizo
>>
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>muh model X
>muh model Y
>muh schizos
am I the only one who doesn't care and enjoys his 1girls, as long as a model gives me nice pictures i don't give a shit
>>
>>106973459
Sorry you got molested trani
>>
thsi it begins (again)
>>
>>106973640
this is generally why we're a bullied minority in these threads, the only subgroup unironically satisfied with the simpler things. Many such cases!
>gens on comfyui
>uses whatever model works
>doesn't complain unless its a skill issue
>>
Tried to gen a video at 360x480 and got an OOM.
Set the resolution back to 480x640 for debugging purposes and it works fine.
wtf is going on
>>
Your personal opinion:
For gooning
Wan with motion (undressing)?
Chroma to undress?

Which way anon?
>>
>>106973640
The thread is filled with browns whos primary fascination is not the tech because they are low iq, and given that in any online forum its always gonna be more likely to have those people post because they are terminally online and mentally ill, every forum will devolve into a clownshow of mostly those posters
>>
>>106973643
That would explain his behavior
>>
>>106973614
>none of them have ever reproduced anything like it even if it's not filtered

Which btw, Chroma is the closest to what I'm trying to achieve (inspiration was a real image of a girl doing a contortionist pose which I found hot as shit). That requires a certain degree of anatomical understanding that has never been seen in any other model due to how censored they tend to be.
>>
>>106973552
>thats not a failgen

thank you for the encouragement.
>>
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>>
schizo holocaust when
>>
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>>106973147
>doesnt explain the dataset
fucking garbage
>>
>>106973444
it means COMFY NUNCHAKU failed to load, check the fucking logs retard, and give them to chatgpt
>>
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>>106973786
Nice
>>
>>106973786
>this guy slaps your 1girl waifu's ass
what do you do?
>>
what's a generally good method for 2girl prompting in comfy? raw prompting + adetailer separating is working great but there's still going to be the expected clothing/lora bleeding.
i see there's like a dozen options but most seem convoluted and need highly specialized node setups.
>>
>>106973855
its either regional prompting for sdxl based models, or just use a recent model and rawdog it (there might be some bleeding but with enough rolls you'll get decent results)
>>
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>>106973802
>what do you do?
rage against the machine
>>
>update button: pressed
>manager nodes: updated
>huggingface repos: checked
>model status: loaded
*cracks knuckles* alright, it's time to gen some 1girls
>>
>>106973855
attention couple
>>
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>>106973855
forge couple on a1111/forge forks. works best for 2d anime/cartoon but issues of bleeding are present with 3dcg, cgi and realistic styles.
>>
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>>106973732
>ImportError: DLL load failed while importing _C: The specified module could not be found.

I don't need ChatGPT to tell me that that's not particularly useful.
>>
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>>106971762
>Is anyone running comfy with cuda 13 yet? any problems? I assume you would also need torch nightly and all that other shit.

Yes, I had to recompile a few things especially for cuda 13 like sage attention but essentially everything works.
>>
>>106974020
gud
>>
>>106972631
Use linux.
>>
>>106973656
I don't understand your question : either you want video (wan) or image (chroma or whatever image model you like)
>>
street is busy tonight
>>
>>106974051
I just wanna know anons preferences
Like I noticed here a lot of people using chroma (or qwen)
>>
>>106972713
>>106972822
It's ironic how we went back to increasing pagefile size in the unholy year of 2025, how much ram is even enough at this point?
>>
How the fuck do I install ersatzForge? I like reforge but this offers a couple interesting changes I want to try out. I figured it'd be easy to install since reforge works but trying gives me like 20 A4 pages worth of error codes and nothing of the output seems particularly useful like pointing out missing dependencies, how the fuck do you install this shit
>>
>>106974062
what artist?
>>
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>>106974080
CIA chickens
>>
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>>106974080
kino
>>
>>106974062
>NetaYume
Wake me up when better finetunes of the base model are out, or when it offers better upsides for all the downsides it has.
>>
>>106974070
I gen with chroma or sdxl based local, then I animate with wan.
It's not one or the other.
>>
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>>106974021
good to know, thx
has there been a speed improvement or anything?
>>
Why is prompt leaking a fucking thing?
Is there any node that can prevent a prompt from a previous gen from leaking into the next gens that have a freaking different prompt all together?
>>
>>106974076
@kabaji
>>
Trying to use ProductConsistency wan lora with cowgirl really works pretty well, but with blowjobs (the DR34MJOB one), I only got samefaces and horrible anatomy, like the guy having a dick mouth.
I'll try other loras.
>>
How's Qwen and Chroma?
Can i run these checkpoints with 12gb VRAM?
I want to know if they are worth it, i am using flux nf4 gguf but it's pretty meh, you cannot get good landscapes without massive amounts of blur and it often ignores prompt.
It simply sucks at details.
>>
>>106974137
I noticed less OOM but honestly it can be general updates or drivers or anything else.
>>
>>106974117
perfect, what's your wf?
>>
File: 1751830789013457.png (2.44 MB, 1168x1752)
2.44 MB
2.44 MB PNG
>>
>>106974154
12GB works theoretically, but my computer always shits itself when trying to run the full models, seems like 32GB RAM for swap isn't enough.



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