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File: file.jpg (114 KB, 784x676)
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Discussion of Free and Open Source Diffusion Models

Prev: >>107926791

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

>UI
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

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

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

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

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

>NetaYume
https://huggingface.co/duongve/NetaYume-Lumina-Image-2.0
https://nieta-art.feishu.cn/wiki/RZAawlH2ci74qckRLRPc9tOynrb

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

>Misc
Local Model Meta: https://rentry.org/localmodelsmeta
Share Metadata: catbox.moe | 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
>>
Klein loras are so much more slopped than zit, slopped base model, slopped lora I guess.
Klein has better knowledge, and prompt following to some degree, but quite worse anatomy. Not worth.
>>
>>107929319
Why are you arguing with very obvious satire?
>>
>>107929311
Just don't use API calling nods and monitor the network activity.
Simple as.
>>
>nogen general
Yeah this is a troll bake
>>
>>107929390
>monitor the network activity
Yea, I don't really like software that I feel like I have to worry about that with.
inb4 all software
>>
>>107929407
just make a fucking /ai/ board already
>>
>>107929424
And yet, all software.
Privacy isn't given anymore, it's earned.
>>
>>107929424
this. i'll never install comfy again, it's effectively corpo malware nowadays
>>
>>107929407
Look, I'm documenting every bad faith attempt you're doing. We won't be banned, but your bad actors and bad faith anime general will be removed. I already have plenty of proof and timing of when your attacks on this community occur.
>>
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can vid related be done in real time yet?
>>
>>107929513
>not enough traffic.
Yea, not like the wildly popular /po/
>>
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>>
>>107929479
Do you have a better alternative?
>>
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>>
>>107929513
>not enough traffic.
Pretty much every major board has an AI themed general
>>
Not /ai/ becauae it’s the same five schizo samefags losers circlejerking and if there’s a new /ai/ board, it needs IDs and flags or it’s dead on arrival.
>>
>>107929614
I agree.
>>
PLEASE DON'T POST IN THIS THREAD, DON’T LET THE TROLL THREAD WIN!!!
>>
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>>107929614
>and flags
just for racism?
>>
>>107929614
>>107929623
No, no flags. IDs are more than enough if you need to filter someone. Bigot.
>>
Zit sucks. Fauxto-realism. Uncanny.
>>
>>107929666
>on subjective things like aesthetic beauty
*objective
>>
>>107929678
naxalt fallacy
>>
>>107929666
>flags but flags would allow me to ignore poorfag opinions
Which countries doesn't have poor people?
>as the opinions of brown people
Which countries has no white people?
>>
>>
>>107929687
seconded
>>
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>>
>>107929646
>just for racism?
yes.
>>
>>107929690
learn what naxal fallacy is nigger, the poster you replied to didn't make a universal claim and "always assume", its obviously an enough of a rule of thumb
>>
>>
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>>
>>
>>
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>>107929756
>Am I being baited as well? If I pluck a random person from Japan there is a 99.7% chance they will be ethnically Japanese
And if you pick a random 4chan user on a AI thread out of Japan what's the chance they are white?
>>
>>
>>
>>107929792
nice
>>
>>
>>107929798
ty
>>
>>107929842
SDXL and a good waifu is all you need, Sugoi.
>>
so much sfw coomslop itt desu
>>
>>107930036
7 inches.
>>
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>>107929215
>>
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>>
>>107930050
>Turn this Pepe the frog with very tiny small arms and very tiny small legs into satirical Basedjak character with a gaping wide open mouth. He is dead hanging from a rope by his neck, hanged dead, rope around his neck. Tongue out, X eyes. Drawn crudely with MsPaint. Humorous exaggerated insane meme.
no lora, forgot to enable
>>
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https://arxiv.org/abs/2512.22796
When on comfy?
>>
>>107930110
New snake oil.
>>
>>107930073
ignore this cunt >>107930090

I did not use any lora (forgot to enable). The prompt comes from s-o-yjack lora on civit.
>>
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https://github.com/3145tttt/GAS
>>107930121
>we're still using the good old euler
Who are we? The people with astigmatism?
>>107930126
Trvke, I can't tell the difference between these two images
>>
>>107930140
It's kind of like everyone getting mad at still using wheels when they really got it right right of the bat.
>>
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>>
cultural enrichment
>>
Chinese culture update?
>>
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WHERES THE FAGOLLAGE
>>
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>>107930233
>due to the fluctuating prices in the RAM market we can no longer afford a collage
>>
>>107929645
certain insane schizos have like a trillion ips, flags would let you and jannies to at least try to spot them if its all coming from one country but different ids
>>
>>107929254
Skill issue
>>
>>107930281
>Chinese culture update?
Danish psyops.
>>
>>107930283
It's gonna be different countries anyway. The only thing it'll achieve is make posters easier to identify and harass for ani.
>>
>>107930283
post the most realistic image with klein
>>
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>>
>>107930290
yeah agreed just wanted to do a devils advocate since i would take anything that could potentially help at this point, this kinda shit is in every general i follow
>>
>>107930359
AniTrainer
>>
>>107930316
post the most realistic image with zit
>>
>>107930372
Don't reply to it
We've reached the point his name is used as bait don't feed the random schizos when the full cow is inactive. By doing that you encourage the real one to be active.
>>
is there cnet/inpainting support for neta lumina?
>>
>>107930384
burden of proof: shifted
concession: accepted
>>
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>>107930384
with the realism lora
>>
>>107929673
I agree. There's something off putting in every zit gen. I don't know what it is but you can feel it.
>>
>(Dead) (Dead) (Dead)
ww3 thread
>>
Got any nice nsfw wan2.2 lora that got removed from civitai?
>>
Based quality maintaining jannies
>>
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>>107930422
This is by far the best
>>
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>only using euler
shiggy
>>
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>>107930450
you need to halve the steps for heun and 2s samplers
>>
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Klein is pretty neat as an edit model
>>
>>107930465
her face looks horrific
>>
>>107930477
because she's a white w*man
>>
SDXL never dies
https://www.reddit.com/r/StableDiffusion/comments/1qixi2l/i_successfully_replaced_clip_with_an_llm_for_sdxl/
>>
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I'm in love
>>
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>>107930459
so i can't use this in my workflow because i'm doing mid-step shenanigans but you are right. you can gen in 2 steps with res_2/heun, i assume because of substeps.
>>
>>107930492
boring. Plus doing so doesn't update every previous model trained without an LLM to work with it.
>>
>>107930493
bwc
>>
>>107930492
from the op:
>In its current state, I do not consider it better in any way than traditional CLIP (or even Rouwei-Gemma which I have just learned about), only posted it to share what I learned because I think its interesting
>>
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>>107930492
Isn't that more or less what ELLA did? They only released the sd 1.5 stuff though, disgraceful
>>
>>107930534
Perfectly fair tbqh
>>
How do klein and qwen edit compare (for editing obviously)?
>>
>>107930581
unc
>>
>>107930597
it's unipc anon
>>
>>107930465
Is that supposed to be a TPE love doll? Because that's exactly what it looks like.
>>
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>>
>>107930465
fucking plastic
>>
>>107930688
*blushes*
>>
>>107930316
>>
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>>107930045
anime to cosplay lora test
>>
>>107929215
>non generated OP pic

piss off fag why do mods just not care
>>
>>107930757
almost as plasticmaxxed as the 3d anime bathposter gens
>>
>>107930762
intriguing, good luck
>>
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>>
https://github.com/microsoft/VibeVoice

New vibe voice just dropped.
>>
>>107930773
>not recognizing
its the same guy lmao
>>
heey, it happened
a second-hand 3090 is now more expensive than what I paid in june
>>
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models like klein are really easy to prompt which kind of defeats the purpose of most style loras. (nsfw, character obvs still have their places)
>>
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>>107930873
niggas really be gay asl
>>
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>>
so are they releasing acestep 1.5 or not???
>>
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>>107930914
perhaps
>>
>>107930914
i forgor
>>
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>>
>>107930816
>Speech-to-Text
ok...
>>
>>107930923
>>107930961
>muh grain = soul
this is fucking shit
kill yourself
>>
>>107930816
Why even bother bringing up "deepfakes" in 2026? This is such a stupid boogeyman at this point. If they cared so much they would step out of the AI space entirely.
>>
>>107928883
Where?
>>
>>107931017
>If they cared so much they would step out of the AI space entirely
I don't one simply stops 97% of the GDP because of that no matter how much they cared
>>
Also
> duplicate
> no collage
> garbage personal vendetta links
> alive

> made just in time and first
> collage
> no garbage links
> nuked
>>
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>>
>>107931053
He's admitted to using proxies to report spam threads he doesn't like
nb4 proof
>>
>>107931053
This one doesn't have ComfyUI in the OP though. This is still his thread lol
>>
>>107930816
[youtube slop intensifies]
>>
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>>
handle: <Handle _ProactorBasePipeTransport._call_connection_lost(None)>
Traceback (most recent call last):
File "asyncio\events.py", line 88, in _run
File "asyncio\proactor_events.py", line 165, in _call_connection_lost
ConnectionResetError: [WinError 10054] An existing connection was forcibly closed by the remote host
Exception in callback _ProactorBasePipeTransport._call_connection_lost(None)
handle: <Handle _ProactorBasePipeTransport._call_connection_lost(None)>
Traceback (most recent call last):
File "asyncio\events.py", line 88, in _run
File "asyncio\proactor_events.py", line 165, in _call_connection_lost
ConnectionResetError: [WinError 10054] An existing connection was forcibly closed by the remote host
Exception in callback _ProactorBasePipeTransport._call_connection_lost(None)
handle: <Handle _ProactorBasePipeTransport._call_connection_lost(None)>
Traceback (most recent call last):
File "asyncio\events.py", line 88, in _run
File "asyncio\proactor_events.py", line 165, in _call_connection_lost
ConnectionResetError: [WinError 10054] An existing connection was forcibly closed by the remote host
Exception in callback _ProactorBasePipeTransport._call_connection_lost(None)
handle: <Handle _ProactorBasePipeTransport._call_connection_lost(None)>
Traceback (most recent call last):
File "asyncio\events.py", line 88, in _run
File "asyncio\proactor_events.py", line 165, in _call_connection_lost

FUCK COMFY UI BROKE AGAIN! I HATE YOU FAGOOOTTTT
>>
>>107931065
https://i.4cdn.org/wsg/1769012333708606.webm
>>
>>107931133
i get these too, they dont break shit
>>
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>>107930395
```An extreme close-up macro photograph captures the intricate details of a young woman's face, framing the composition tightly from her thick, dark, well-groomed eyebrows down to her upper lip. Her almond-shaped, piercing brown eyes gaze directly forward, set against fair, luminous skin that radiates a youthful energy. The visual centerpiece is the dramatic application of vibrant red eyeshadow that wings outward in a bold gradient, shifting from an intense, fiery scarlet at the outer edges to a deep, rich maroon at the inner corners. Soft, diffused beauty lighting washes evenly over her features, creating a shadowless, high-fashion look that emphasizes the velvety texture of the makeup powder and the natural, high-resolution texture of her skin. Style: High-end editorial DSLR beauty photography. Mood: Bold, modern, and intense.```

ZIT is nowhere remotely close to as detailed as Klein in the general case due both to it simply using a worse VAE but also to how it interprets (or rather doesn't jnterpret) prompts overall.

And I like ZIT, don't get me wrong.
>>
>>107931137
IT DOESNT WORK I OPEN THE WEB BROWSER AND IT KEEPS REFRESHING AND DOESNT START IM MAD IM MAD IM MAD
>>
THIS IS POOTHON RIGHT? THIS MISERABLY BUG IS A POOTHONG THING?!?!?!
>>
>>107931138
zit is the only one that doesnt look like clay
>>
>>107931138
>>107931175
we need somthing halfway between Klein and Z
>>
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Klein 9b seems to tolerate stacking loras just fine

>>107931135
That's great. Chomsky inspired I bet
>>
>>107931175
I think you don't know what real human faces look like when photographed that way anon
>>
explain all of these settings for me
i did not like chatgpt's explanation
>>
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>*tap tap tap*
>>
>>107931187
That's an interesting and perhaps fair take I guess, if you mean in terms of just baseline aesthetics
>>
>>107931187
just merge the models
>>
>>107931235
4Chan has broken my mind
I can't see sigmoid without thinking of like moid / femoid lmao
>>
>>107931232
white women arent human
>>
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>>107931241
what i meant is, to me it seems like Klein in that example tries too hard and the skin ends up looking like alligator leather with repeated patterns, but it has better overall details like the hairs etc
the Z one looks like either too much photoshop or a massive layer of makeup, also it's kinda biased towards perfectly flawless looking people
anyway, here's some real human faces, i find flickr to be a good resource for grounding expectations of what humans should look like after looking at too many gens:
https://www.flickr.com/groups/close-up/pool/
>>
>>107931236
>please not fed
good morning!
>>
>>107931268
OK there Zhang Wei Chang
>>
where Z-Base
>>
>>107931270
original?
>>
>>107931291
2
>>
>>107931292
https://litter.catbox.moe/aquk357wcir14ecn.jpg
>>
>>107931299
14?
>>
>>107931332
s
>>
>>107931313
nice
>>
>>107931253
leave it to lodestones
>>
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>>107931358
just genned my first 1girl with it
>>
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the green cartoon frog in image1 is standing at the doorway on the right in image2. keep their expression the same. leave image2 unchanged.
>>
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>>107931375
>>
>>107931187
KLIT
>>
>>107931236
>ESL
doing the jobs americans won't
>>
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>>107931377
the green cartoon frog in image1 is wearing a blue shirt and red shorts, and sandals, and is sitting on the hill of ice far in the background of image2. leave the girl in image2 unchanged.
>>
>>107931450
>Phr00t/Turbo-KLITmix-Rapid-AllInOne
>>
>>107931463
because i want to live like a mexican in america
>>
can't wait for some george floyd edits
>>
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17 hours ago and they still haven't managed to actually build it
https://github.com/Comfy-Org/desktop/actions
>>
>>107931483
is there literally nobody competent there?
>>
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>>107931450
kek
Did the same comparison on Base Kleins run out to 50 steps also, if anyone was curious
Not too different from each other but 4B lighting is definitely less realistic / natural
>>
>>107931523
Those look more like ZIT
>>
>>107931483
I've already given up on cumfartorg. Unironically waiting for ani's return desu
>>
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>>107931377
>>107931474
wow, those look really bad!
>>
>>107931483
>desktop version
what purpose does this serve?
>>
>>107931562
They look GREAT.
>>
>>107931588
Doesn't follow the prompt at all.
>>
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>>107931341
yea it's pretty decent, needs more training, ruins limbs too much
>>
>>107931571
electron can spy more efficiently than a browser
>>
Can I combine these two to make it work? If so, how?
>>
>>107931621
prompt?
>>
How do I make comfy not unload VRAM into RAM? It's trying to cache my LTX-2 model but it just makes comfy OOM. Surely there's a way to just tell it to not cache a model at all? Ideally it just unloads gemma completely once its done tokenizing the prompt.
>>
>>107931649
NTA but "make it real" is usually all you need.
>>
>>107931659
https://nvidia.custhelp.com/app/answers/detail/a_id/5490/~/system-memory-fallback-for-stable-diffusion
>>
>>107931671
Pretty sure that's not what's going on.
>>
>>107931681
true, its prob in one of the comfy launch args about how handles memory >>107931659 search that, should be in the docs
>>
>>
>>107931690
>>107931659
--cache-none fixed the issue. but I'm wondering if there's a "smarter" argument.
>>
i really really want to like and use f2k but if i cant train proper character loras on it then its dead to me
have yet to see a single good one
>>
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the girl in image2 is standing in the desert in image1, very far away from the camera.
>>
>>107931644
No. Someone tried to make this work, but it's not really working. The SVI team is going to release another version (just as soon as Z-Base is released, probably) that allows last frame insertion.
>>
>>107931571
it's supposed to be the stable version that just werks and doesn't require batch files to update/break the current version
>>
>>107931768
its kinda psychotic to bundle all of those softwares together like that though, if you could at least selectively disable some
>>
>>107931664
>NTA but "make it real" is usually all you need.
Never works. Needs more guidance.
>>
Hey /ldg/ I've been gone for 2 weeks and it looks like still no Z-image-base. Any new image gen models or are we still using Z-turbo with Loras?
>>
>>107931616
>>
File: 834292256.png (2.45 MB, 752x1354)
2.45 MB
2.45 MB PNG
>>
>>107931769
Fuck. The painterlongvideo is inferior since it's not using latentspace. Oh well, two more weeks.
>>
>>107931792
>>>/b/945069159
>>
>>107931768
>AI unticked
>'Optional' tracking ticked
lmao
>>
>>107931827
a skirt
>>
>>107931768
>because AI is being shoved into everything
Actually, it's thanks to the kike industries trying to make it cloud based and hoarding all the hardware for that purpose to capitalize on it, when in reality it could have all gone to the consumers without creating any kind of supply scarcity but no.
No one would be against AI even the most extreme haters if corpos decided to ship it out locally and offline the way god intended and let consumers have the hardware to run it. It would have been more profitable for them that way than this shitshow they are trying to pull.
>>
File: 46857474.png (1.94 MB, 832x1488)
1.94 MB
1.94 MB PNG
>>107931805
offended liberal
>>107931827
birthmarks
>>
>>107931848
nobody wants to see your fetish content weirdo
>>
>>107931847
>No one would be against AI even the most extreme haters if corpos decided to ship it out locally
Lolno, you haven't been paying attention. The real corpo enshittification of AI services hasn't even started for now, normies have no reason to hate SaaS slop for now unless they really wanna coom. They hate ai for job security and virtue signalling reasons.
>>
>>107931856
so this is the inclusion that faggots wanted
>>
File: 98323983.png (2.27 MB, 1248x992)
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2.27 MB PNG
damn this is dope af
>>
>>107931864
Yes but those would have been the minority if not for the supply crisis corpos are creating, now everyone is on that hate wave even the ones that don't hate AI.
>>
>>107931882
van gogh made this
>>
>>107931888
trips = proof
>>
File: 99678987.png (3.67 MB, 1728x1437)
3.67 MB
3.67 MB PNG
>>
mongo posting his dogshit mp4s again
>>
>>107931891
Make it cute and funny ;)
>>
>>107931886
>Yes but those would have been the minority if not for the supply crisis corpos are creating
This just started in October, there was a lot of AI hate before that. But yeah, true enough, this RAM situation made it much worse. Even I kinda despise mainstream SaaS AI now (used to be pretty positive/neutral about it).
>>
>>107931900
Rage by Bacon?
>>
Imagine getting filtered by python kek
>>
if this can help anyone. I fixed my OOM by explicitly telling comfy how much ram it can use with --cache-ram {RAM}
>>
>>107931939
>>107931939
>>107931939
when ready
>>
>>107931644
>>107931769
This is probably your best bet, if you can get it to work https://github.com/kijai/ComfyUI-KJNodes/pull/474
>>
>>107931845
marks from the event that made him gay
>>
>another troll bake
>at 270
>>
>>107931999
you mean based bake?
>>
>>107932004
>>107932004
>>107932004
proper bake with a collage. migrate
>>
>>107931951
sdg tranny bake
>>
>>107932011
yeah it is a s o y bake you are correct
>>
>>107931259
Sigmoid refers to brainrotted zoomers who fell for the sigma male meme
>>
>>107932079
>>107932079
>>107932079
proper thread with comfyui in the op
when ready
>>
File: 1768920090922869.jpg (13 KB, 319x319)
13 KB
13 KB JPG
uh oh melty
>>
Greetings from /aco/, ComfyUI is broken for me. I have to manually drag every Forge gen into Krita, edit it, export it, then reopen it in Forge. Is there a script or workflow to automate this, auto import each gen into Krita, and a button to send the edited image back to Forge for inpainting?
>>
>>107932186
just use symlink
>>
Newbie here.
Is this a good way of prompting? I heard word order matters, so is this not good?
Using Z-Image Turbo if it matters.

SUBJECT:
A young adult woman with fair skin and a slender, elegant build, long dark brown hair worn loose with a natural wave, soft freckles across her cheeks and nose, and refined facial features. She appears confident and composed, embodying a modern, intimate portrait aesthetic.

OUTFIT:
A deep red satin slip dress with thin spaghetti straps and a fitted silhouette, softly reflective fabric that hugs the body and gathers subtly at the waist and hips, creating gentle highlights and shadows across the material.

POSE & BODY LANGUAGE:
Standing slightly angled toward the camera with her torso turned, shoulders relaxed, one arm resting naturally by her side. Her posture is upright yet casual, conveying quiet confidence and intimacy.

EXPRESSION:
happy, smiling

ENVIRONMENT:
kitchen

LIGHTING:
bright lighting

CAMERA:
photo taken by another person,
eye-level or slightly lower angle,
real smartphone or small camera look,
handheld feel,
slight low-light noise and grain,
minor focus imperfections,
natural HDR,
looks like an unedited private photo

STYLE:
photorealistic, raw, unretouched, indistinguishable from real photograph
>>
FOUR FUCKING THREADS
CAN YOU GUYS STOP YOUR SCHIZO SHIT
>>
>>107932631
out of our control and mods still won't do anything about it
>>
The mods need to perma ban anyone making a thread before the bump limit and anyone making a thread after something with the title " /ldg/ - Local Diffusion General" already exists. Then perma ban anyone in the thread complaining about what's in the OP.
it's as shrimple as that
>>
has anyone here successfully trained a flux2 klein character lora?!
>>
>>107933131
see
>>107929801
>>
Why is this mentally ill psycho spending his whole day spamming?
>>
File: 1745992411787606.png (1.25 MB, 784x1312)
1.25 MB
1.25 MB PNG
trust no one, not even yourself:

replace the face and body of the police officer in blue in image1 with the man in image2.

klein edit 9b (use q8, it's small, also 8 steps is still fast) is fun
>>
>>107932631
I tried joining some discords, I've had enough of this shit here, it's been months, it's a lost cause.

The only problem with discord is that they want a face scan for nsfw channels. Is there anywhere else where local image/vid gen is discussed online other than reddit?
>>
>>107934242
xitter, but it has more jeets than here. There are some good latest update accounts, though.
>>
>>107934718
You don't like jeets?
>>
>>107934834
sir please do the needful and do not redeem sir
>>
>>107935329
It's not funny.
>>
>>107937367
sorry, napoonsak
>>
>>107930325

dear fieren is mans belt
>>
>>107938595
r u ok my dude?
>>
>>107934823
no
>>
>>107931616
neat
>>
>>107937981
what does this even mean



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