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Discussion of Free and Open Source Diffusion Models

To concentrated in imaginary enemies to bake edition

Prev: >>108325196

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://tagexplorer.github.io/

>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
Collage: 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
>>
>>108330747
cozy bread
>>
Beautiful ass m'lady may you please bRAPPP for me and the lovely comrades visiting and participiating in this thread?
>>
>>108330747
>/ldg//
>>
>To concentrated in imaginary enemies to bake edition
ESL babble
>>
Blessed thread of frenship
>>
>>108330747
Powerful and symbolic, given the times we’re in now. Thanks
>>
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Interesting edit OP
>>
>>108330820
Thanks. My only mistake is the boat is still too afloat, it should be about 3/4 underwater. Don’t you think?
>>
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Trani wants you to believe /ldg/ is dying
>>
ldg lives
>>
why leave the schizo rentries if OP agrees the author of the schizobabble is sinking the ship?
>>
>>108330876
A thread could be spammed to death and then left alone
>>
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>2k-5k dollars for limited local with meh nsfw part
>or 20-100 dollars a month for awesome sfw api, with censored nsfw part
i'm not feel good morpheus...
>>
>>108330894
cause the schizo babble comes from "anon" complaining about the rentry links when he could simply ignore them
>>
>>108330937
nai is uncensored though?
>>
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>mfw Resource news :)

03/09/2026

>DiffiT: Diffusion Vision Transformers for Image Generation
https://github.com/nvlabs/diffit

>Self-Supervised Flow Matching for Scalable Multi-Modal Synthesis
https://bfl.ai/research/self-flow

>MatAnyone 2: Scaling Video Matting via a Learned Quality Evaluator
https://pq-yang.github.io/projects/MatAnyone2

>Making Training-Free Diffusion Segmentors Scale with the Generative Power
https://github.com/Darkbblue/goca

>Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion
https://omni-diffusion.github.io

>DC-Merge: Improving Model Merging with Directional Consistency
https://github.com/Tobeginwith/DC-Merge

>RAC: Rectified Flow Auto Coder
https://world-snapshot.github.io/RAC

>DEX-AR: A Dynamic Explainability Method for Autoregressive Vision-Language Models
https://walidbousselham.com/DEX-AR

>AuthFace: Towards Authentic Blind Face Restoration with Face-oriented Generative Diffusion Prior
https://github.com/EthanLiang99/AuthFace

>ComfyUI Llama-Swap Client: Hot-swap any llama.cpp model
https://github.com/ai-joe-git/comfyui_llama_swap

>FL PenguinVL: VLM nodes for ComfyUI using Tencent's Penguin-VL
https://github.com/filliptm/comfyui-fl-penguinvl

03/08/2026

>Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders
https://huggingface.co/tencent/Penguin-VL-8B

>PixlVault: Local picture library server for organizing, filtering, and reviewing large image collections
https://github.com/Pixelurgy/pixlvault

03/07/2026

>Exiv: Modular and extensible open source GenAI engine
https://github.com/piyushK52/Exiv

03/06/2026

>Modular Diffusers - Composable Building Blocks for Diffusion Pipelines
https://huggingface.co/blog/modular-diffusers

>LTX-2.3-GGUF Using Unsloth Dynamic 2.0
https://huggingface.co/unsloth/LTX-2.3-GGUF

>RealWonder: Real-Time Physical Action-Conditioned Video Generation
https://liuwei283.github.io/RealWonder
>>
>mfw Research news :)

03/09/2026

>EffectMaker: Unifying Reasoning and Generation for Customized Visual Effect Creation
https://effectmaker.github.io

>NEGATE: Constrained Semantic Guidance for Linguistic Negation in Text-to-Video Diffusion
https://arxiv.org/abs/2603.06533

>Layer-wise Instance Binding for Regional and Occlusion Control in Text-to-Image Diffusion Transformers
https://arxiv.org/abs/2603.05769

>Cross-Resolution Distribution Matching for Diffusion Distillation
https://arxiv.org/abs/2603.06136

>Pinterest Canvas: Large-Scale Image Generation at Pinterest
https://arxiv.org/abs/2603.06453

>Physical Simulator In-the-Loop Video Generation
https://vcai.mpi-inf.mpg.de/projects/PSIVG

>StruVis: Enhancing Reasoning-based Text-to-Image Generation via Thinking with Structured Vision
https://arxiv.org/abs/2603.06032

>LucidNFT: LR-Anchored Multi-Reward Preference Optimization for Generative Real-World Super-Resolution
https://arxiv.org/abs/2603.05947

>Place-it-R1: Unlocking Environment-aware Reasoning Potential of MLLM for Video Object Insertion
https://nevsnev.github.io/Place-it-R1

>Reflective Flow Sampling Enhancement
https://arxiv.org/abs/2603.06165

>Towards High-resolution and Disentangled Reference-based Sketch Colorization
https://arxiv.org/abs/2603.05971

>Dynamic Chunking Diffusion Transformer
https://arxiv.org/abs/2603.06351

>The Art That Poses Back: Assessing AI Pastiches after Contemporary Artworks
https://arxiv.org/abs/2603.06324

>Learning to Generate via Understanding: Understanding-Driven Intrinsic Rewarding for Unified Multimodal Models
https://arxiv.org/abs/2603.06043

>Bias In, Bias Out? Finding Unbiased Subnetworks in Vanilla Models
https://arxiv.org/abs/2603.05582

>HiPP-Prune: Hierarchical Preference-Conditioned Structured Pruning for Vision-Language Models
https://arxiv.org/abs/2603.06270

>Mitigating Bias in Concept Bottleneck Models for Fair and Interpretable Image Classification
https://arxiv.org/abs/2603.05899
>>
>>108330959
That's a dumb excuse for off topic in the OP
>>
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>>108331035
>>108331040
>>
Is it true that the develooer of Anistudio has expressed interest in raping his nephew?
>>
>>108331048
That wasn't an excuse for them in OP though anon was answering >>108330894
>>
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>>108331028
Prompt: "Photorealistic image of a museum field trip showing reference image as an exhibition piece. The museum guide is pointing at reference image and saying in a speech bubble: "And that author was one of the last /ldg/ geners left before the general collapsed and disappeared."
>>
>>108330937
>>108330962
>paying the privilege to send your loli prompts straight to ZOG
>>
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love /ldg/
>>
>>108331113
There were plenty of other anon gens in previous?
>>
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>>108331128
He lies to himself to cope
>>
why does this cumbrained retard keep spamming his slop despite nobody liking it
>>
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I rather not argue with sore losers and just post gens
>>
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>>
>>108331200
what a cutie
not a muscle mommy but still cute
>>
>>108331175
>and just post gens
If you don’t do it, who will?
>>
https://civitai.com/models/2446218?modelVersionId=2754108
>>
>>108331218
>>108331128
>>
>>108331224
>examples are all slimey AI style
yuck
>>
>>108331232
Just I2V. The whole point was that it knows the motions
>>
>>108331244
can you show an example of the lora on a real image
>>
>failed subject
>no collage
>it's a sloppy ugly coomer gen instead
>esl schizobabble edition
>keeps spamming his ugly garbage
how can catjak embarrass himself any more than this?
>>
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>>108331127
she's got 3 hands, do you even look at the waste of electricity you're posting retard?
>>
>>108331277
(you) are the one that made it
do you take us for retards or something?
again, though, if the general dies, certain people are gonna receive certain emails
>>
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>>108331283
>>
>>108331285
what do you mean anon?
>>
>>108331285
you ain't gonna do shit retard
>>
>>108331293
figure it out yourself :)
>>108331298
who said i was gonna do anustudio?
i just said certain people are gonna receive certain emaails
>>
ldg is always alive with all the trolling :D
>>
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>>108331127
Edit 1: "Substitute "Tom Cruise" for "Catjack"
Edit 2: "Substitute "The Last Samurai" for "The Last Genner"
Edit 3: "Substitute the image of the man and the horse by the woman and the canvas"
>>
>>108331289
t-then what?
>>
>>108331317
>>108331226
>>
>download a new mix that looks nice
>do basic 1girl test
>100% lolis

Uh huh.
>>
>mfw fudding anon contributes more with prompt ideas than the e-celeb spam
>>
>t. fudding anon
>>
>>108331346
reminder:
https://rentry.co/ranfaggot
>>
>>108331333
based, whats the name
>>
z-edit status? any twitterdiscordfags
>>
>>108331373
Cstaber
>>
Unpopular opinion: there is nothing wrong with killing a general for the sake of Discord drama, just saying.
>>
>>108331364
>>108331399
Ani is such a raped faggot lmao
>>
>>108331035
>>108331040
Thanks, the only posts that are worth any attention in this shithole.
>>
Odd that anon lurks here frequently yet complains about it being a "shithole"? What does that mean?
>>
>>108331446
That he woke up >>108331248 ,time to get Oekakied.
>>
>>108331411
You keep saying these things but he is in Japan and you are still in your shit stained chair jerking it to sonic diaper scat and lie to anons about ani. Don't take your anger out on us, it's all your own fault you have a serious mental problem
>>
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>The Las Vegas Sphere utilizes approximately 7,200 GB (7.2 TB) of GDDR6 memory across its graphics hardware, powered by 150 NVIDIA RTX A6000 GPUs, each with 48 GB of VRAM
>>
>>108331515
lool
>>
>>108331515
>comfy frontend still dips below 20fps
>>
>>108331515
cumfart will still oom btw
>>
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>>108331373
Haha, no.
>>
Im a beginner, how do I get this:https://civitaiarchive.com/models/570808?modelVersionId=636238
Im not a shiteat pajeet btw
>>
>>108331489
yeah bro i'm sure they gave xir lots of money and xe's having a great time and not crying xirself to sleep like a gaped bitch lmao
>>
>>108331540
>Im not a shiteat pajeet btw
you sure have the taste of one
>>
weird how the trani defender anon was away when totally-not-julien announced that trani is in japan
even more weird how the mysterious trani defender anon is back when juliens japan trip is over
>>
>>108331554
So you're not gonna help me?
Again Im not a stinky third worlder cow worshipper children marryer
>>
Weird how the spamming, drama posting, shitty gen faggot still goes at it despite being told many times his shit smears should stay on his chair and not the thread
>>
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>>
tanks 4 da seethe bumpos! :]
>>
>>108331600
How do I let the chinks into my computer?
>>
>>108331600
He's too retarded to understand that every post he makes here is a concession that this is the thread where things happen. If it wasn't, he'd be posting somewhere else.
>>
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>>108331599
>>108331643
even your gens are trying to tell you the correct advice
>>
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>>108331578
It is mentally ill. No sane person would bother shitting up some thread like this. Besides, this guy already hosts his own discord server. I guess he isn't getting enough attention there.
>>
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>remade twitter acc to just post sfw since i got shadowbanned
>wont let me pick the old name that I changed on purpose so I could switch

ELOOOOOOON
>>
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>>
So /ldg/ is just Catjack tower defending the general from schizos until he or they get bored? Why doesn’t Catjack ask his Discord colleagues for support? I feel pity from him.
>>
>>108331697
Kewl gen anon
>>
Prompt upsampling has a powerful impact.
With qwen 3.5 27B nsfw reasoning and a good upsampler system prompt, things really take off.
>>
>>108331709
Maybe he is the only one who cares
>>
>108331717
very organic
>>
>>108331706
can you add very aesthetic, very awa, score 9 to the prompt?
>>
>>108331717
example?
>>
>>108331717
Is that model legit?
I don't know much about those model makers and was considering waiting
>>108331730
sure why not
>>
>>108331709
Why are you upset that this general exists, anon?
>>
>>108331745
Niggas help me goon bruh
>>
>>108331745
No, I'm not upset. It's just now it's only Catjack defending this from schizos.
>>
>>108331762
Hello 1024x, did you sleep well, my prince?
>>
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>>108331774
debo?
>>
>>108331765
but she is the schizo? I am confused. why would tran defend the general from herself? wouldn't that mean she stops posting altogether?
>>
>>108331762
All I see is some schizo being angry at him though? He's posting gens and contributing to the thread
>>
>>108331786
Its just 1 schizo samefag, are you fucking retarded?
>>
>>108331811
35 stars status?
>>
>>108331811
You seem upset
>>
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those extra tags didn't do much for me
>>
>>108331697
Model?
>>
>>108331628
>this is the thread where things happen
this is the thread where boring middle-age losers come flaunt their thousand-dollar systems because their entire lot in life is a computer
>>
>>108331842
Euler A leaves slight residual noise each step, so many steps may regenerate the image.
>>
>>108331697
Maybe stop posting on this hellscape of a platform.
>>
>>108331873
>because their entire lot in life is a computer
is this your first time on the technology board?
>>
>>108331709
If catjak wants /ldg/ to be free from schizos he should stop posting and hijacking the op
>>
I remember,do you? Mornings filled with high quality /ldg/ threads, anons sharing links, workflows, and custom nodes. It was like the Library of Alexandria. Now, I have no idea what happened or how it got like this...
>>
>>108331919
Will happen again when there's a new model anon cares about simpleas
>>
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>>108331919
two to five ass hurt individuals
>>
>>108331915
why should he give the schizos and inch tho?
>>
>>108331941
No, I don't think so, I was in the gap between Flux Kontext and Qwen, WAN thing and it was different.
>>
>>108331956
Oh well you're a newfren then so I don't blame you for not understanding
>>
now is about the time he pivots to API or FUD trolling
>>
>>108331919
"...It takes a lot of time to build a home
But it only takes a second to burn it down..."

Linkin Park - Burning in the Skies
>>
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good morning
>>
>>108332025
OMMMMGGG
>>
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>>108331540
press the download button lmao
>>
>>108331571
are you serious? just click the damn download button
holy shit
>>
>>108332133
>>108332129
Can't see any download button. Have they blocked me?
>>
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>>108332150
blocked for what? maybe use a different browser. works fine for me on both chrome and firefox.
>>
>>108332150
yeah its an indication that youre blocked from the site for resource abuse
>>
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>>108331540
You can prompt those poses without needing a lora desu
>>
>>108332161
>pony
also who the hell is still using pony? stupid.
>>
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>>108331540
??
>>
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Where can I bake a local diffusion general? another board? how about /int/, /diy/, /jp/, /bant/, /wsr/, /b/?
https://strawpoll.com/xVg71bNBryr
>>
>>108332189
discord
>>
>>108332189
Why?
>>
>>108332197
schizos won
>>
>>108332183
pony is still the best for non anime non realistic futa porn
>>
>>108332210
Proof?
>>
>>108332211
>non anime
>non realistic
what? if it's not anime, then it 's realistic. are you talking about 2.5D slop or something?
>>
>>108332224
>138 / 30 / 1
26 gens from the same genner
no tech discussion
>>
>>108332246
It's been much worse newfren :]
>>
>>108332189
not sure why you think it would work this time since all your other attempts to make different troll ldg threads has failed
>>
>>4
>>
>>108332264
>doing the same thing over and over again expecting different results
We call that "insanity"
>>
>>108332189
you can make one with all your friends and the people funding your anima killer :^)
>>
>>108332231
do you think dmitrys is anime?
>>
>>108332264
/adt/ worked though
>>
>>108332317
you could've just said western art anon, jfc.
>>
>>108332321
In what way?
>>
>>108332321
>1 week long threads with basically the same 2-3 anons bumping it every hour
no it didn't.
>>
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>>108332341
>>
>>108332321
heh, so why are you here tearing this general appart, /adt/ raider?
>>
>>108332327
there's now 3 /g/ generals that despise trani
>>
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>>108332189
/adt/ status? are you happy? is this your "victory"?
>>
>>108332380
At least 7 actually across at least 4 boards
What a lolcow kek
>>
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>>108332380
I think the only board that tolerates him is /d/
>>
>>108332386
>>108332403
grey hair, not white
>>
>>108332380
Nobody "despises" ani except for 1-2 obsessed schizo spammers
>>
>>108332445
Most pity this loser yeah
>>
>>108332445
you are delusional
>>
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>>108332411
apologies for the mistake
>>
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>>108332464
nta but I would frequent this thread blessing it with my presence if it wasn't for the "ran ani debo schizo blah blah blah" fuckers who cannot shut up. They're laughing at lolcows but ultimately must be seeking attention because I cannot fathom a less complex form of entertainment than laughing at the misery of a stranger on the internet, who most likely has issues. Like fuck, just move on, find a hobby or something.
>>
>>108332334
a slow on-topic general is better than whatever is going on here
>>
>>108332568
True but julien is literal human garbage
Be happy you only know him from 4chan
>>
>>108332608
I don't even know him from 4chan because I don't care who that person is and I don't care how many cocks he's sucked. You're like kids gossiping in a sandbox, but everyone has to listen to your nonsense.
>>
>>108332632
Yeah then please be quite and don't defend the literal diddler
>>
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>the women is giving the man a handjob
>the man kisses the woman
>ai makes him kiss his own dick
sure why not
>>
img2img + inpainting >>> schizo gatcha and hoping for the best
>>
>>108332642
>crying about lolishota
>>
>>108332704
im a veteran ai artist. you do have to inpaint, but its best to trial and error with the same seed and craft the perfect prompt to get as close as possible to what you are trying to create. it will make the final image feel complete and coherent
>>
>im a veteran ai artist
bait successful dear ma'am
>>
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>>108332025
model?
>>
>>108332723
>veteran ai artist
veteran of the retard olympics
>>
>>108332645
ai is hard-focused on dick
>>
>no one voted on his strawpoll
>pivots to third person posting
baka
>>
>>108332712
shota is objectively a pedo fetish and you should kill yourself
loli, thoughever... ToT
>>
>>108332568
Do you know what website you're posting on? You seem to be confused.
>>
>>108332787
>double standards
>>
>>108332740
cocksxlTgirlsAndMales_v20
>>
>>108332809
one is gay the other isnt, simple as
>>
>>108332569
thats mostly the trolls shitting up this thread tho when they sleep this thread is cozy
>>
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>>
comfy if you are reading this could you please check if the sampling shift for anima is right
from the code on his trainer it seems like he isnt using any while the default in comfy is set to 3.0
>>
>>108332867
i kinda dig the atmosphere
>>
>>108332880
Comfy has never had the correct default shift value for any models
>>
>>108332767
i just dont understand why it did that. there was nothing in the prompt remotely at the man doing that. the only reason it was even physically possible was because of how big the dick was, kek
>>
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>>108332880
shift is default 3 if unspecified, retarded faggotkun
>>
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>>108332887
ty. playing around with a lora that helps accentuate shadows/lighting. although its nice for aesthetic, I think it might not be trained very well cuz it seems to cause a bit of overfit
>>
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she angery
>>
can u stop samefagging plz thank u <3
>>
LTX 2.3 knows Tony Sopano out of the box (this is T2V)
https://files.catbox.moe/0454xg.mp4
>>
>>108332997
I cringed irl
>>
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>>108332924
thats literally what im saying
>>
https://files.catbox.moe/7y33or.mp4
The jews did it, LTX 2.3 is Seedance 2.0 at home!
>>
>>108332991
>>108332956
can you try getting the girls to sneeze?
>>
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>>108333052
what
>>
>>108332997
Don't care about memes. Show me LTX 2.3 porn and then we'll know if WAN2.2 is still relevant.
>>
>>108330747
>Four fingers
Stupid AI.
>>
>>108333160
And a thumb?
>>
>>108333169
Yes, the thumb is a thumb. Wyverians have three fingers+thumb!
>>
>>108333181
>Wyverians
Is that what the thing in the OP that you responded to is? Also, I need the source for this information. You seem to take it seriously, unlike the other clowns.
>>
>>108333201
The character is Minoto from the game Monster Hunter Rise.
>>
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>tfw no qwen image 2.0 open source model :'(
>>
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>>108333210
You were right, of course. I'm sorry to have doubted you.



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