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Discussion and Development of Local Image and Video Models

Previous: >>108456700

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/

>Qwen
https://huggingface.co/collections/Qwen/qwen-image

>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

>Misc
Local Model Meta: https://rentry.org/localmodelsmeta
Share Metadata: https://catbox.moe | https://litterbox.catbox.moe/
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
>>
>>108457014
>https://files.catbox.moe/w25bkt.mp4
>https://files.catbox.moe/19b45z.mp4
>https://files.catbox.moe/9omlfc.mp4
>https://files.catbox.moe/2gul5o.mp4
>https://files.catbox.moe/cuvxe1.mp4
>https://files.catbox.moe/pvdat6.mp4
>https://files.catbox.moe/s9qox2.mp4
>https://files.catbox.moe/un171a.mp4
>https://files.catbox.moe/59zuro.mp4
>https://files.catbox.moe/hcyv31.mp4

That dead stare as if they read from a teleprompter
>>
>>108461536
why the hell audio is better here vs what people generate?
>>
>>108461536
Is LTX2 finally decent? when it first dropped i couldn't get it to run and the results generally weren't impressive.
>>
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Why did the Chinks fail z image base?
>>
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>tfw 32gb of ram
>>
>>108461536
Cute! Can you make them fart?
>>
>>108461626
mcdonalds is hiring
>>
>mfw Resource news

03/26/2026

>PP-OCRv5: A Specialized 5M-Parameter Model Rivaling Billion-Parameter Vision-Language Models on OCR Tasks
https://github.com/PaddlePaddle/PaddleOCR

>OpenAI puts erotic chatbot plans on hold ‘indefinitely’
https://www.ft.com/content/de9bf0af-b241-424f-8229-5870b1c0d93d

>VACE Skyreels V3 R2V Merge — GGUF
https://huggingface.co/mickmumpitz/VACE_Skyreels_V3_R2V_Merge-GGUF

>It's not just memory anymore: AI data centers are taking all the CPUs, too
https://www.techspot.com/news/111831-not-memory-anymore-ai-data-centers-taking-all.html

03/25/2026

>End-to-End Training for Unified Tokenization and Latent Denoising
https://xingjianbai.com/unite-tokenization-generation

>Uncertainty-guided Compositional Alignment with Part-to-Whole Semantic Representativeness in Hyperbolic Vision-Language Models
https://github.com/jeeit17/UNCHA.git

>SeaCache: Spectral-Evolution-Aware Cache for Accelerating Diffusion Models
https://jiwoogit.github.io/SeaCache

>Metaphor-based Jailbreak Attacks on Text-to-Image Models
https://github.com/datar001/metaphor-based-jailbreaking-attack

>Dynamic VRAM in ComfyUI: Saving Local Models from RAMmageddon
https://blog.comfy.org/p/dynamic-vram-in-comfyui-saving-local

>ComfyUI-Flux2Klein-Enhancer
https://github.com/capitan01R/ComfyUI-Flux2Klein-Enhancer

03/24/2026

>daVinci-MagiHuman: Single-Stream Architecture for Fast Audio-Video Generative Foundation Model
https://huggingface.co/GAIR/daVinci-MagiHuman

>SparkVSR: Interactive Video Super-Resolution via Sparse Keyframe Propagation
https://sparkvsr.github.io

>Manifold-Aware Exploration for Reinforcement Learning in Video Generation
https://dungeonmassster.github.io/SAGE-GRPO-Page

>PROBE: Diagnosing Residual Concept Capacity in Erased Text-to-Video Diffusion Models
https://github.com/YiweiXie/PRObingBasedEvaluation

>LPNSR: Prior-Enhanced Diffusion Image Super-Resolution via LR-Guided Noise Prediction
https://github.com/Faze-Hsw/LPNSR
>>
>>108461626
Close some tabs. you'll be fine. given your image, i'm assuming you're trying to gen some elementary schoolers. they don't take much RAM.
>>
>>108461634
Fuck off and get a job thread schizo
>>
>>108461635
>Close some tabs
Are you crazy ??
>>
>mfw Research news

03/26/2026

>TurboQuant: Redefining AI efficiency with extreme compression
https://research.google/blog/turboquant-redefining-ai-efficiency-with-extreme-compression

>ScrollScape: Unlocking 32K Image Generation With Video Diffusion Priors
https://arxiv.org/abs/2603.24270

>LGTM: Training-Free Light-Guided T2I Diffusion Model via Initial Noise Manipulation
https://arxiv.org/abs/2603.24086

>HAM: A Training-Free Style Transfer Approach via Heterogeneous Attention Modulation for Diffusion Models
https://arxiv.org/abs/2603.24043

>Latent Bias Alignment for High-Fidelity Diffusion Inversion in Real-World Image Reconstruction and Manipulation
https://arxiv.org/abs/2603.23903

>Anti-I2V: Safeguarding your photos from malicious image-to-video generation
https://arxiv.org/abs/2603.24570

>DepthArb: Training-Free Depth-Arbitrated Generation for Occlusion-Robust Image Synthesis
https://arxiv.org/abs/2603.23924

>Unlocking Few-Shot Capabilities in LVLMs via Prompt Conditioning and Head Selection
https://arxiv.org/abs/2603.24181

>OmniWeaving: Towards Unified Video Generation with Free-form Composition and Reasoning
https://omniweaving.github.io

>Beyond Semantic Priors: Mitigating Optimization Collapse for Generalizable Visual Forensics
https://arxiv.org/abs/2603.24057

>VFIG: Vectorizing Complex Figures in SVG with VLMs
https://arxiv.org/abs/2603.24575

>Cross-Modal Prototype Alignment and Mixing for Training-Free Few-Shot Classification
https://arxiv.org/abs/2603.24528

>When Understanding Becomes a Risk: Authenticity and Safety Risks in the Emerging Image Generation Paradigm
https://arxiv.org/abs/2603.24079

>Attention-aware Inference Optimizations for LVLMs with Memory-efficient Decoding
https://arxiv.org/abs/2603.23914

>RefReward-SR: LR-Conditioned Reward Modeling for Preference-Aligned Super-Resolution
https://arxiv.org/abs/2603.24198

>ChordEdit: One-Step Low-Energy Transport for Image Editing
https://arxiv.org/abs/2602.19083
>>
>>108461630
I've yet to find a single image gen model that could do that. even the best ones like SORA, Grok imagine, and Seedance couldn't. even when you add audio for farts, it doesn't understand where to put the audio.

fart gens are impossibru unless you manually edit them in yourself.
>>
>>108461652
Video gen model*
>>
No brap LoRAs?.... Really?
>>
>>108461652
>fart gens are impossibru unless you manually edit them in yourself.
Why do they hate us fartfags so much :( it's harmless and cute (and hot desu)
>>
>>108461665
I have over 300 GB of cute girl fart videos someone could train on if they had the compute power. would probably take weeks, if not months to train.
>>
>>108461665
unironically rare dataset
>>
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>>108461670
i rather not hear fart noises, than hear farts from male developers. yikes
>>
>>108461782
Good point. all the fart samples i use for my video games come from authentic japanese women.
>>
>>108461719
Can't you just get a handful of the best ones and train an LTX lora or something.
>>
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>>108461864
sides in orbit
>>
I just can't stop thinking about him, you guys.
>>
>>108461891
About Catjack?
>>
>>108461864
fact 3: checked
>>
is this european general? the thread is dead in american hours
>>
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>>108462027
>the thread is dead in american hours
Nah it depends on the day
>>
>>108462081
>>108462133
artist?
>>
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>>108462217
lora
>>
>>108461844
You underestimate how long it takes to train a lora on even a single video. no consumer can make video loras without a blackwell cluster.
>>
>>108462300
very nice
>>
>>108462312
ostrsis released an update to toolkit, you can train a lora in about 24 hours on a single 5090 with around 20 clips.
>>
>>108462321
don't talk to him. he doesn't share anything
>>
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>>108462321
it's alright alright
>>
>>108462352
there is probably a big ass asterisk.
>how long can the clips be?
>how high can the resolution be?
I also have a 3090, so it would probably take a week for me even with just 5 clips.
>>
>>108462373
have you noticed any knowledge loss while using the lora? been hearing that the model learns well but forgets just as much
>>
>>108462362
doesnt he post all his stuff to civitai tho
>>
>>108462408
loras seem to compliment anima, no problems combining artist tags
>>
>>108462433
and the characters still look how they should with correct outfits and such? guessing the people training might not be using correct settings
>>
>>108462433
>no problems combining artist tags
erm, no sweaty. also official styles are too biased when prompting characters normally. If loras are your cope than you can use any dogshit model
>>
>>108462448
>If loras are your cope than you can use any dogshit model
This has always been the case. Loras are always a cope
>>
was gonna train a SHRIFT style lora but adding deviantart to the prompt is basically the same thing
>>
>>108462438
>guessing the people training might not be using correct settings
A tale as old as time.
>>
>>108462448
i like that you attached an example to illustrate your point. it convinced me.
>>
>>108462513
https://huggingface.co/readyforbattle/anima-is-not-the-answer
I like than anon proved this is just another pony model with a gay commercial licence slapped onto it. The only way to use this model is to rape it with loras until it does what you want. what a fucking joke
>>
>>108462517
>no examples
>word salad
kekd again
>>
>>108462373
Would I have to do anything special with the hyperparams or is it pretty straight forward?
>>
>>108462517
This person sounds like they know what they're talking about. Do they have any projects like an upcoming model or perhaps an image generation UI?
>>
>>108462524
>>108462543
how about this: use two artists vanilla and see if you can consistently mix the artists into a cohesive style.
>>
*crickets*
>>
>>108462592
Yeah best to ignore the troll FUDing
>>
>>108462537
>I have to do anything special with the hyperparams
I've been using prodigy plus schedule free, no tweaks added
>>
>>108462543
Kekarooo
>>
Shhh, keep it quiet. /adt/ is healing.
>>
>>108462579
Have you even went through all the artists the model knows? I find it hard to believe your special snowflake artist mix is wildly different from every other single artist.
>>
>>108462638
i think hes just bad at prompting
>>
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>>108462636
axe wound?
>>
>>108462579
neovagina status?
>>
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Babe babe wake up! NewBie Alpha just released, well, not yet, but soon™!
Info:
Qwen3.5-0.8B + SigLIP-400M backbone (+0.2B than Anima)
RaUiT architecture (hybrid, NOT DiT slop)
Potentialy:
ControlNet: canny depth pose
>>
>>108461626
you need more?
>>
Bigger better models means nothing if theres no optimization
>>
>>108462708
Animasisters I thought we were supposed to be unique and special!
>>
>>108462719
64gb of RAM is the absolute minimum desu
>>
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>>108462708
tdrusell in shambles
>>
>>108462726
stop running bloated garbage
>>
>>108462729
based
>>
>>108462731
Stop being poor
>>
>>108462708
>dc-ae
HAHAHAHAHAHAHAHAHHHAHAHAHAHAHA
>>
>>108462708
anima btfo and mogged into oblivion lmaoo
>>
>>108462726
32gb works fine for my ltx2.3 kinos
>>
>>108462750
Only Distilled version.
>>
>>108462708
weren't they the one who released the model in a state where you needed their specific comfyui installation for model to work, and even then it ran like shit. i have 0 expectations.
anima final when?
>>
>>108462759
do you really need more?
>>
>>108462708
>no clip token weight
*yawn*
>>
>>108462708
I mean I wish them the best, but they advertised Newbie like it was the second coming of Jesus when in reality it was an unstable deep fried model worse than NetaYume, that also required XML prompting. My expectations are zero.

Also,
>model architecture independently designed and developed by myself
this always ends in disaster
>>
>>108462708
>(+0.2B than Anima)
haven't seen a dev get BTFO this hard since NAI leak
>>
>>108462723
Chinks already proved bigger does not equal better
>>
haven't been following z-image-turbo, are there any good finetunes that won't demolish nips and genitals, but still keeping that z-image-turbo realistic texture when second passing from anima gen?
https://files.catbox.moe/l69pzs.jpg
>>
>ROCm 7.2.1 came out
Ha ha, new env time

>>108462708
Well, I'll play with it when it comes out.
>>
>>108462889
lodestone is trooooning base
>>
80 posts, 11 images
How far we done fell
>>
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So much wasted time and compute on all these stupid models.

>>108461864
>>
>>108462433
can you try noob rf f2vae loras with the same dataset?
>>
>>108462708
Another new architecture? Are you fucking kidding me? What are these retards doing at this point?
>>
>>108462973
experimenting? why complain?
>>
>>108462973
>omg another cake!
>this is a travesty!
what the fuck is wrong with anima tards?
>>
Why don't they train on Anima? It's already proven, it's already baked, it fucking works but noooo, they want to reinvent the wheel and cope about their special snowflake architecture absolutely mental money wasting chinese schizos
>>
calm down jewlian
>>
>>108461634
>OpenAI puts erotic chatbot plans on hold ‘indefinitely
Lol at locust
>>
>>108462994
>Why don't they train on Anima?
because the commercial licence means tdrussell owns the model and comfy grifts off of it.
>>
>>108462995
ok raped retard catjak. reminder most anons wish you kys yourself
>>
>>108462889
i think the 6toz (username on civitai) "Z-Image Turbo NSFW [Photorealistic]" on civitai is not bad
>>
why not just do klein
it is a mystery why 1 group of retards seem to be intent on staying on sdxl and the other do this
i just know its going to be a piece of shit because the f32c32 dc-ae is even more compressed than sdxl vae
>>
Like. I was having breakfast this morning and he just popped into my head. Completely unprompted. Crazy stuff.
>>
>>108463025
poverty gpus, please understand. also, unets are more creative than dit so it's not necessarily a bad thing
>>
>>108463025
Sdxl with rectified flow and a flux2 vae is already proven so I don't know why they don't just do that
>>
>>108463037
if they have poverty gpus then they should save any money possible for the future and not blow it on something NOBODY is going to use
>>
>>108463018
TRVKE
>>
>>108463050
im NEVER EVER going back to sdxl clip and every gen with the rectified flow conversion still looked like noisy garbage there is nothing proven about it
>>
2026 2027 anime models:
Qwen anime model
Zimage Anime model with noob dataset
Newbie Alpha
Anima
Chenkin RL
SDXL
That SD3 failbake
That Chroma failbake
We need a messiah who can make a script to convert lora formats like you convert jpg to png.
>>
>>108463065
Qwen llm encoder is shit as well so I don't see your point. sure it's more accurate but it slopstyles harder than anything else
>>
>>108463070
There's no way Qwen ever gets a community finetune unless God bestows some sort of miracle upon us. Many would get filtered anyway.
>>
>>108463070
You are missing noob rl f2vae
>>
>>108463083
it is literally night and day, you are coping
>>
Zib anime never ever
>>
>>108463083
I see you still have yet to produce any proof
>>
>>108463092

>>108424856
>>108425106
>>108425144
anima fags are the most delusional faggots
>>
>>108463118
night and day alright lol. they really are the biggest copers itt
>>
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>>108463095
there are multiple that try this including z-anime and LucidDreamer Z (civitai)

also zeta chroma (but it has a somewhat changed model architecture, it does the pixel space tricks)
>>
>>108463118
>no prompt
>fucked text
>2 noses
>random watermark
please keep seething ani
>>
Is Stable Diffusion straight up dead? The last major release was two years ago and was terrible
>>
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>>108463118
eh. anima is actually looking like it will be a good model too.
>>
>>108463156
>text
lol, lmao even. anima only does two fonts at most and it looks like shit
>two noses
probably the useless prompt for text
>watermark
retard forgot the negs. negligible

sorry the models doesn't allow you to add "meds" so you are reminded to take them

>calling me ani yet again
OBSESSED raped retard lol

>>108463167
poo CEO and CTO, please understand
>>
>>108463118
Post the workflows for those images. Because to my eye they clearly aren't even using the same prompt.
>>
>>108463179
ask the anon in adt. just reply in the thread about it
>>
>>108463184
>randomly linking to anima fud images from adt from 5 days ago
That IS the anon from adt, who is probably also you.
>>
>>108463174
too much grift attached to it. I'd rather not enable this kind of commercial faggotry on base models
>>
>>108463137
the first two are both sloptrained on a few thousand ai images at most
and zeta is still nowhere near usable unfortunately
>>108463175
haha you are a good comedian ani, now please kill yourself
>>
>>108463197
is it that hard to believe multiple anons have gripes with anima? even the noob team found out the "hack" for artist styles completely destroys the anime knowledge when removed so tinkering the arch isn't possible
>>
>>108463201
We all know you don't know shit troonjak. Fuck off already with your gay vendetta. Ani isn't going to date you
>>
>>108463199
>base models
Anima is a finetune, Cosmos is the base model.
>commercial faggotry
Newbie, the model you are trying to say is better than Anima, also has a noncommercial license. Except it's even worse, because unlike Anima it forbids using even the generated images commercially.
>>
>>108463217
It's intended to be a base for anime enthusiasts like NAI. Ergo it's a "base" for tuning further.
>>
>>108463207
>is it that hard to believe multiple anons have gripes with anima?
yeah, it is
>even the noob team found out the "hack" for artist styles completely destroys the anime knowledge when removed so tinkering the arch isn't possible
what the fuck are you talking about
>>
>>108463224
ask the noobcord faggot
>>
>>108463216
im so happy its so easy to get you to reveal your true colors
i rest my case lmao
>>
The anima coping is unreal
>>
>>108463235
every model has it's problems desu but yeah this white knight faggotry over facts is kind of annoying
>>
>facts
lol
>>
I haven't tried anima since it first dropped and was disappointed. has it changed in any way since then?
>>
>>108463228
I don't even have a trooncord account which is why I'm asking you to explain your vagueposting.
>the "hack" for artist styles completely destroys the anime knowledge when removed
What hack does Anima have? How does it hack in artist knowledge? What does removing it mean? With no further elaboration this just sounds like baseless fudding to me.
>>
>>108463262
>>108463270
how about this, can you provide evidence proving your points instead? no? kys faggot

>>108463268
slightly better but still weird anatomy and hand problems not to mention the score tag cancer
>>
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>>108463199
to me it looks like a fairly standard open-source adjacent non-commercial use only license

IMO it shouldn't hurt the ecosystem overall or be useless to everyone, but i can see why you'd like full open source including commercial use.

>>108463201
i'm not actually sure how much they're trained on but obviously if you only want large trainings involving full booru(s)+large real sfw/nsfw/other datasets, it'll take longer even with these models that aren't entirely huge
>>
>>108463270
Literally a tumor extension in the arch so it understands tags. Comfy claims it's genius but he has shit taste in models and cannot proompt
>>
>>108462708
>0.8B
lmaoooo
>>
>>108463292
>IMO it shouldn't hurt the ecosystem overall or be useless to everyone, but i can see why you'd like full open source including commercial use.
any derivative model is automatically owned commercially by circlestone and that is a red flag if I ever saw one. people should be free to do what they want not automatically be enslaved to a licence and not get any pay for the work they put in. I think this is why it's an anemic dataset for the fine-tuning. He wants to claim wide ownership of all derivatives to get paid. disgusting behavior and supporting it will have more models doing it. this is a slippery slope of grift
>>
>>108463321
what will they do? dmca strike it?
>>
He didn't get any investors in Japan it seems.
>>
>>108463332
has japan even released any AI models? illustrious was by a korean lab iirc
>>
>>108463321
>any derivative model is automatically owned commercially by circlestone
i don't see that bit...? again, to me it looks like a typical "non-commercial" license that is actually open source adjacent.
>>
>>108463321
>people should be free to do what they want not automatically be enslaved to a licence and not get any pay for the work they put in
Why do you not seem to care that models like Noob, Newbie, PonyV7 all have similar noncommercial licenses? Anima is not the first to restrict how people can use the model.
>>
>>108463287
you still dont understand the burden oi proof
>>
>>108463340
https://huggingface.co/circlestone-labs/Anima/blob/main/LICENSE.md
>If you want to use a CircleStone Model or a Derivative for any purpose that is not expressly authorized under this License, such as for a commercial activity, you must request a license from Company, which Company may grant to you in Company’s sole discretion and which additional use may be subject to a fee

it's labelled "non-commercial" but it is a commercial licence you have to buy even if it's a derivative. TDrussell also said comfyorg has no interest in funding actual open source models and is the only other entity getting paid by the commercial licence
>>
>>108463363
>as long as you do not paywall your model you can release it and distribute it freely
What's the issue?
>>
>>108463346
Illustrious would be the base of all these models (except pony lol but who cares about that piece of shit). Ill is apache2 which is absolutely fair for a model to be used as a base. Noob, newbie, et Al are just derivatives and that is fine. Anima is at the level Ill is at as a basis for tuning on, it should be apache2
>>
>>108463371
that makes a lot more sense now that I think about it
>>
>>108463363
>it's labelled "non-commercial" but it is a commercial licence you have to buy even if it's a derivative
The license restricts commercial use by default, this just notifies you that you can buy a commercial license. Ever other license that calls itself "non-commercial" says the same thing.
>TDrussell also said comfyorg has no interest in funding actual open source models and is the only other entity getting paid by the commercial licence
source for either of these claims?
>>
>>108463363
>it's labelled "non-commercial" but it is a commercial licence you have to buy even if it's a derivative.
they say that IF its some other, commercial use, you need another license - this one can't be used for legal commercial use...? IDK what else you'd expect.

non-commercial use DOES allow distribution of derivatives and so on as long as it's non-commercial
>>
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>people whine about anima "license"
>I just prompt anime titties and be happy
lol
>>
>>108463370
>>108463376
>>108463377
He's unable to see logic. He'll just pivot to something else best to ignore.
>>
>>108463376
>The license restricts commercial use by default, this just notifies you that you can buy a commercial license
this is called a commercial licence retard. are you fucking stupid or something?

go through the archive for his testimony faggot. you are a lazy cunt when it comes to checking yourself except when it comes to your boy crush ani
>>
>>108463377
>buy permission to use commercially
>non-commercial licence
yeah, you are just retarded at logic aren't you?
>>
>>108463383
can you make it less slop? That hand is awful
>>
>>108463397
sorry, i don't do requests from raped individuals
>>
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>>108463383
it absolutely matters for that too, obviously for the steps leading up to you even getting the model on your computer and technically (or not so technically depending on the nation?) for your use
>>
>>108463397
For me, it's the elongated torsos
>>
this is the most pathetic thread on 4chan desu
>>
35 fucking stars
>>
35 stars no funding NAMBLA member faggot
>>
this is the most based thread on 4chan desu
>>
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>>108463416
>download off hf
>use
have a drink and relax, you'll live longer
>>
I swear to fucking god I will lolify this retarded dumb silver cat shit and rape it silly. I will fuck the retard out of it and it'll stop thinking about comfy.
>>
>>108463422
The dramatic faggot just won't leave us alone
>35 stars!
>raped retard!
>you are ani
etc.
What the fuck did ani even do to make this retard seethe so much? It's fucking pathetic
>>
>>108463424
1. it's 38
2. it's about 1 star per 100 users, so 3800 of users is quite high number
3. he has more stars on custom nodes repo, so he is not a comfyphobe as tran claims
4. AniStudio is being actively developed
5. stars mean nothing
>>
>it's 38
BWAHAHAHA
>>
>>108463268
It got a second preview release that was retrained for better stability with loras, or something. Still no higher-res training, but the outputs seem comparable to before or nicer. I get less stubborn letter/pillarboxing than before with certain artists.
>>
>>108463500
wake me when the API is usable for Vidya gaems. he does have a point when I am not allowed to use comfy as part of an engine but it just isn't there yet
>>
>NAMBLAstudio
>>
I'm trying to remember if the initial anti-SDXL posting was the same, worse, or not as bad as the current anti-thing posting.
>>
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>>108463527
SDXL was shit, however, retards took at least a week to really start using pony. Back then it was just /sdg/ and I was in those threads trying to get anons to try pony and they just shat on it.
>>
>>108463544
pony was fine for a week until everyone realized it's cucked gimped piece of shit with baked in scat anal prolapses with a hint of shiny score_9 slop
>>
>>108463527
On launch SDXL was neat but kinda limited. I forget when the first version of animagine came out (pre-pony by several months) but around that time was when it really started to take hold and get wide usage. I don't mean animagine was the trigger, that is just my time reference.
>>
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>>108463527
i remember SDXL being absolute shit at genning backgrounds compared to SD talk
>>
redpill me on this drama. i havent been in this thread since novelai got leaked
>>
>>108463689
is there a drama
>>
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Give me a version of njudea drivers that are certified to work. This shit is just getting worse with each update.
>>
>>108463696
i am using 590 and it works
>>
i've been trying to get into ltx 2.3 with wanGP and after reading the official prompt guide i'm beginning to believe
holy fucking shit the future is now
>>
>>108463802
told you. i am generating tons of kinos right now
>>
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I hate wildcard sloppers
>>
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stay
till the lights come on
https://youtu.be/NihqBZlo21I https://suno.com/s/8pLjuVnANsBbVcNk
>>
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>>108463689
This is in the OP for a reason:
https://rentry.org/animanon

Basically, one samefag is responsible for >90% of trolling in these threads. Hang around long enough and his pattern gets real old. As a disgruntled former ComfyUI dev, his pet topics revolve around a certain theme:
>shilling his wannabe competing project (Anistudio, an sd-cpp wrapper) when someone has a ComfyUI bug
>pretending to have a ComfyUI bug so he can samefag-shill his project
>trying to make "cumfart" a thing
>doomposting local gen, fake-shilling paid services, accusing ComfyUI of selling out to paid services
>samefagging complaints that his troll dossier in the OP is "off-topic". Sometimes nuking him would nuke half the thread.
>baking competing threads to tamper with the OP and remove the link, and/or quietly insert a link to his project
>baking multiple threads to annoy the mods/jannies. Eventually they caught onto his MO and got more efficient at nuking him, and recent 4chan changes seem to have cut down on it too.
>pretending to have a nemesis. Pet boogeymen include ran (aka "ranfaggot") and catjak.
>slandering Anima and its dev tdrussell, out of jealousy that they got funding from Comfy. There are screenshots of him pestering ComfyAnon over this.
>lying about Anima's license, technical choices, performance, etc.
>lying about rolling his own competing model with Apache 2 license
>lying about getting more-accomplished devs than himself onboard
>insisting he's totally not Ani, "Ani hasn't posted here in months"
>trying to throw /adt/ under the bus for his trolling
>also trolls /adt/

On 4chan there's a nonzero chance that it's just a falseflagger troll, but there are also screenshots of Animanon being a dishonest POS under his own name on Discord, so the raw material doesn't come out of nowhere.

>"35 stars" refers to his project's low popularity on Github
>"Julien" is supposedly his real name
>possibly French or West Canadian based on timezone and IPs
>>
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https://www.youtube.com/watch?v=nideJ71bOWc
>>
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I don't think we can go on like this anymore. How do we get rid of catjak for good? /ldg/ will never return to its former glory with this bitch trolling and derailing threads every day like this.
>>
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throw him into the sea!
>>
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if he sinks, he is a witch. it's not complicated!
>>
>>108464416
>>108464419
this style works better vs the cheating pixel art imo. well, cya!
>>
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>>108464371
nice recap, you forgot the part about baking competing threads and copying over posts and gens from the anons of the real thread, along with reposting old gens to make it look like his thread was active
you also forgot the copious use of proxies (which has been limited recently because the known 'furry' dev isnt giving it out for free anymore)
>>
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>>108464428
thanks, i think? see ya then
>>
Does Flux1 and 2 Loras work with Klein?
>>
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>>108464453
probably not
>>
god i can't wait until Chroma comes back and wipe the floor with the recent bloated trash models.
>>
>>108464474
total anima death
>>
>>108463689
a literal nigger dramafags constantly and pins it on an anon that devs, contributes and is generally a nice guy. you can tell he's separate to get people on his schizo bandwagon with a wall of text
>>
>>108464431
It was ranigger the whole time, not ani. You got gaslit anon
>>
>>108464474
>>108464476
two more weeks
>>
>>108464545
don't ever reply to me again
>>
>>108464548
don't off topic ever again gullible retard
>>
>>108464553
35 stars status?
>>
>Sora leaked after shutdown
>Not a single post here about it
Is it over for video AI?
>>
>>108464556
>>108463500
>>
>>108464563
lmao'd
>>
Are illustrious and noob still the new models trained with booru tags? Are there any new and better models?
>>
>>108464562
where? it only looks like some third party API access, not the weights so it's not local. unless you can post the weights link or a magnet then I don't really care
>>
>>108464572
anima but it's the new pony. barely an improvement but you can nlp. expect body horror, bad hands, etc.
>>
>>108464571
you have a lame sense of humor for a nigger
>>
>>108464583
pony was the standard model even if it was awful for weebs. nobody uses anima except for shills and bunch of gullible retards
>>
>>108464594
as soon as illustrious dropped everyone dropped pony like it had aids. same thing will happen with anima as soon as somebody competent steps up. seriously, the dataset is shit for anima
>>
>>108464596
he's crashing out because he realized comfy aint gonna burn 1$mill on his retarded 'anima but better! u gave money to tdr whos a retard so I qualify too!!!' attempt LMAO
>>
if anima can gen luckies its a good model then
>>
hmmm should I move from py3.12 to 3.13?
>>
>>108464572
Anima's the new hotness, but still baking; no higher-res training yet. The resident schizo seethes at its Comfy funding and keeps trying to tear it down.
>>
>>108464608
so can any ill based model so why bother with a model that is slower and can't mix styles and characters vanilla? I'm holding out for chenkin and noob rl f2vae personally
>>
>>108464626
yeah but you are a nigger schizo lol. who's going to listen to you? no, your self replies don't coun't
>>
>>108464608
based weeb but any model can gen them. don't fall for the shilling please. anima is trash made by a hack
>>
>>108464640
well he is a grifter and cumfart gets a slice of the grift as well and any derivative is owned by him and no he won't pay anyone else for their work
>>
ill be using a 16ch vae model, thanks, you can keep your illunoob garbage to yourself
>>
>>108464640
>>108464643

>>108464556
>>
>>108464646
so based. local be damned as long as i get to goon.
>>
>>108464643
illustrious/pony/noob have the same restrictive commercial license you disingenuous fudder.
>>
>>108464629
if they can gen actual cunny instead of JKs then im listening
>>108464640
pony couldnt, glad its gone
>>
why is comfyorg giving so much money to a model that can allegedly generate csam? can someone look into this issue?
>>
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>>108461634
>ComfyUI-Flux2Klein-Enhancer
Anyone try this, or is it pure snake oil?

>>108464562
Links or it didn't happen.
>>
>>108464705
it's a nothingburger
https://www.reddit.com/r/OpenAI/comments/1h0fgp6/openais_sora_appears_to_have_leaked_techcrunch/
no weights, just some scummy API provider hogging it
>>
>>108464705
snake oil
>>
>>108464690
make sure you ask on comfy channels so investors can see
>>
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>PyTorch 2.11 released 4 days ago
does comfy work with it? any perf improvement?
>>
didn't realise that musubi fork for ltx had added 2.3 already, might has well give it a whirl
I dunno if it's because of my training settings but ltx doesn't seem to learn motion as well as wan, it learns likenessess and voices really good, but for any action or motion it's passable at best, a slight improvement over just the base model
>>
>>108464917
oh my god shut the FUCK UP already
>ummmm performance bros? any performance?
>new thing released 1 minute ago? performance?? any performance updates???
who the FUCK cares if your image takes 2.1 seconds to generate now instead of 2.2
>>
>>108464975
ok but perf doko?
>>
Why is catjak so obsessed with gay rape..?
>>
>>108464371
actually kys you giga loser

didn't read btw
>>
>>108465015
missed nothing but schizo delusions
>>
>>108464371
always makes me laugh when a general has a warning about some schizo and it's like
>hey everyone this guy is a crazy schizo retard with no life
>here I've compiled all of his posts over the history of this general and analyzed his posting style, and I have written up this 10000 word manifesto on how insane he is
>>
>>108465029
this
incredibly ironic
>>
>>108464746
>>108464788
OMG so cute :3
>>
I can't stop thinking about Catjack...
>>
>>108464610
no there's no reason to
>>
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>>108462081
>>108462133
>>108462300
>>108462373
When will OneTrainer support it? I don't wanna use 10 different tools just to train some ass loras.
>>
>>108465169
nobody wants to bother with this garbage anon. just train on noobai like other weebs
>>
>>108465169
OneTrainer needs diffusers support before they can implement it
>>
>>108465183
Some people are still coping and think that anima is worth bothering with. Give it time, they'll come back soon, they all do.
>>
>>108465183
It has its pros and cons like any other model, so we can still somehow call it progress.
>>108465213
I know, but no one is bothering to make it.
>>
>>108465235
i know it anon but it still hurts... anima is so garbage, anons try their best to make it work but every gen it outputs is fucking garbage. this model is fundamentally broken
>>
>>108465183
>>108465235
>>108465248
stop talking to yourself like the worthless raped retard you are, Julien
>>
>>108464705
based jenner we kneel
>>
>>108463023
*6tz
nta but thanks anon, will check it
>>
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>pull the latest Comfy
>nearly freezes my system with every gen
>takes up all available memory and starts using my NVME
Jesus Christ, does Comfy or anyone working on it actually use the fucking application? Why is ZIT now needing over 100GB to run? The entire HF repo is only 30GB and now it's copying out ~20GB to my drive after filling up 88GB of RAM/VRAM when the model is only 11GB, what the fuck is it even doing!?

Man, I don't even know anymore with this bullshit...
>>
>he pulled
>>
>>108465496
>Jesus Christ, does Comfy or anyone working on it actually use the fucking application?
nope
that's the point. comfy himself lost interest long time ago. nowadays comfy is just garbage vibecoded by incompetent indians.
>>
>>108465481
really need an anima realistic lora
>>
>>108464917
There's no point rushing forward when updates start being a regression.
>>
>>108465636
thanks python devs
>>
>>108465504
>>108465511
The worst part is everything was working fine and it still had that cool tab saving feature which just gone now, I guess. The first time I've updated outside of a new model being added in over a year (because it kept breaking on me in the past) and I was quickly reminded of why I stopped doing that. FUCK.
>>
i just want an onlyfans 1slut generator model...
>>
>pull every 30 seconds
>never had a problem
pebcak pretty much
>>
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>>108461444
https://huggingface.co/RealRestorer/
>We fine-tune the base model Step1X-Edit [41] built on a large Diffusion in Transformer (DiT) backbone [46], which is effective for generation

>>108465777
Seconding no issues really ever on HEAD; also not using the manager.
>>
>>108465816
I'm also pulling the FE separately too (which to be fair broke my subgraphs 1 week ago), but imagine not LIVING ON THE EDGE
I MUST
UPDOOOOOOOOT
the forge copers here will never know the feeling of being on the edge BOTH FIGURATIVELY AND AS A MATTER OF FACT
AAIEEEEEEEEEEEEE
>>
>>108465816
You can do all that with Klein
>>
davinci when. it's fucking week-end. fuckking lazy china
>>
>>108465496
shut up ani
>>
Is wan still the best for videos?
>>
>>108465943
retard
>>
>>108466077
yes but no audio and only 5-7 seconds, maybe ten. you should use it together with ltx 2.3
>>
>>108465496
and this is why you have two installs with a common folder for checkpoints etc using the yaml. You keep one install that works and you test new shit in the other one.
>>
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>>108466086
yeah Klein and Flux2 probably destroyed it.
>>
>>108466039
You really gotta reduce amount of shilling you do here. It's getting ridiculous, regular anons are starting to see through those "comfy biggest fans" bullshit.
>>
>>108466077
it's the best for motion, which is typically what people want out of a video, but not always
>>
>>108466077
yea, best face consistency without lora
>>
Hey guys, now that Grok is pay walled I'm thinking of going local. What would be the hardware requirements for say... A $1000 budget, a $2000 budget, and a $3000 budget? Its not just for gooning my mind away, Grok was also good for experimental video and cinematic stuff. I like to video edit, so genning something with a blue background and sending that over to a video editor for a chroma key was fun but there was the problem of daily limits trying to get a visual to look right. Thanks!
>>
can anyone recommend me some snake oil models?
>>
>>108466134
ask grok you daft cunt
>>
>>108465816
>step1
When has this come out? Did it coincide with zit or klein release lol?
>>
>>108466134
Honestly for that budget Grok is still the best option to use. Nothing local will ever reach to even it's worse outputs.
>>
Replying to himself.
>>
>>108466159
Show us something local that """good""" looking
>>
>>108465824
Just use --front-end-version Comfy-Org/ComfyUI_frontend@1.37.11 or whatever stable version you want for FE. The UI team has been been shitting it up faster than the core repo.
>>
>>108466196
no, they're not fast enough (you can do @latest btw so you always pull the latest published instead of the one in the requirements), I NEED MY DAILY PULLED SHIT AND NO ONE IS GONNA STAND IN MY WAY!!!
>>
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>>108466134
its a difficult time to go local because of the prices for ram, gpu and storage is very high at the moment. Anon what ever system you get make sure it has 24-32gb of vram and 64gb of ddr4 or ddr5 ram.
>>
still no fast ltx? or better quality lora?
>>
>>108466235
there's a distilled model, always has been
speed is the one thing ltx has always had over wan
>>
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>>108466134
you can spend over $1000 but not $30? i'm not a fan of apis, but your reasoning is completely absurd
>>
>>108466139
No, I don't trust AI aggregators for this.

>>108466153
I know local won't be as good as a 7,000 GPU warehouse gen, but the idea of unlimited gens AND no censorship is something I can live with until they get better.

>>108466227
But I'm guessing ... An Nvidia GPU and an AMD Ryzen? I saw some companies sell "AI micro PCs" for $5000 or less with Blackwell chips. Are those any good for anything? I really don't know.

Thanks for the replies, guys.
>>
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>>108466263
30 a month for censored grok for the next 5 years, or $1000 one time purchase for AI, vidya, media, and video editing/graphic design, and unlimited gens is how I see it.
>>
Fresh

>>108466467
>>108466467
>>108466467
>>108466467
>>
>>108466302
12-16gb vram-32gb ram are sufficient for gooners. for pros, 24gb vram-64-128gb ram are necessary
>>
>>108461536
>https://files.catbox.moe/w25bkt.mp4
I would, but it's illegal in my country, and the last time I posted a link to a website containing a link to a website that had my work, I was banned three days.



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