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Discussion and Development of Local Image, Video, and Audio Models

Previous: >>110108475

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

>UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI
SDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineage
Wan2GP: https://github.com/deepbeepmeep/Wan2GP
Neural-Pixel (sd.cpp): https://github.com/Luiz-Alcantara/Neural-Pixel

>Checkpoints, LoRAs, & Upscalers
https://huggingface.co/models
https://huggingbay.xyz
https://civitai.com
https://civitaiarchive.com
https://openmodeldb.info

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

>MOSS
https://github.com/OpenMOSS/MOSS-Image

>F3K
https://huggingface.co/black-forest-labs/flux-3-image-klein

>Qwen Image 2.1
https://huggingface.co/Qwen/Qwen-Image-2.1

>MiniMax H3
https://huggingface.co/Comfy-Org/MiniMax-H3
https://neta.art/use-cases/en/h3-1000-prompt-list

>Anima
https://huggingface.co/circlestone-labs/Anima
https://animastyles.thetacursed.com
https://tagexplorer.github.io/
https://animadex.net

>Krea 2
https://huggingface.co/krea/Krea-2-Raw
https://huggingface.co/krea/Krea-2-Turbo
https://lumenastrum.github.io/clio-style-preview/gallery/

>Misc
Share Metadata: https://catbox.moe | https://litterbox.catbox.moe/
Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusion
Archive: https://rentry.org/sdg-link
Collage: https://rentry.org/neo_collage

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

>Local Text
>>>/g/lmg
>>
File: 80235708486598253.jpg (2.26 MB, 1440x2560)
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clean it up janny
>>
Didn't the mod ban you a day ago OP?
They made it clear you're not welcome here
>>
>>110111630
are you talking to yourself
>>
>>110111644
he can bypass the ban as he did before
>>
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What do you consider to be the best bypass for Krea2?

My impressions so far:

>fedor_bypass
Works most of the time but make Krea less prompt adherent, like generating 3/4 portraits when you prompt for full body shots.

>krea2filterbypass3
Works half the time but doesn't change prompt following.

>Krea2_TextFusion_Refusal_Reduction
Works most of time and doesn't change prompt following. Seems to be the best one.
>>
>>110111694
loras other than bypass
>>
>>110111694
I've been using fedor, never got good results with refusal, but it was a long time since I tried it, maybe I should give it another shot
>>
cozy breas
>>
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>>
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>That weird 80s Star Wars porn parody you vaguely remember
>>
why is no one genning any secksi big boobers moss pictures
>>
Same question
>>110110978
>>
He stayed up for multiple days just for this moment. The employed will handle it once they return.
>>
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>>110111804
asking the real questions
>>
>>
ay yo why unc crashing out about the bake? please answer, thanks
>>
>mfw Resource news

10/19/2026

>Kromoss: Full fine-tune of MOSS-Image-Base at 1024 px
https://huggingface.co/lodestones/Kromoss

>kromoss_int8_convrot.safetensors
https://huggingface.co/Clybius/Kromoss-Quantizations/tree/main

>Video Diffusion Avatars: Taming Video Diffusion Models into Controllable 3D Avatars
https://simongiebenhain.github.io/video-diffusion-avatars

>A Language-Informed Loss for Visual Generation
https://suchiragarwal.com/lilie

>Xiaomi-Lens-0 Technical Report
https://seerray-lab.github.io/Xiaomi-Lens-0

>ComfyUI v0.42.1
https://github.com/Comfy-Org/ComfyUI/releases/tag/v0.42.1

>Soran’t: Web front end for making video and music on your own ComfyUI
https://github.com/pwillia7/sorant

>UniForge3D — Windows and 8 GB VRAM
https://github.com/HardeNNN/UniForge3D-Low-VRAM

10/18/2026

>MOSS-Image-SFT-4-steps v2
https://huggingface.co/akhaliq/MOSS-Image-SFT-4-steps

>FastSDCPU release v1.0.0-beta.600 with pixel space image generation
https://github.com/rupeshs/fastsdcpu/releases/tag/v1.0.0-beta.600

>Fizgig v8.6.0: improved MOSS-Image likeness
https://github.com/shootthesound/Fizgig/releases/tag/v8.6.0

>ComfyUI MOSS Prompt Enhancer
https://github.com/slmonker/ComfyUI-MOSS-PromptEnhancer

>UniForge3D: Joint 3D Reconstruction and Generation in a Shared Anchor-Guided Space
https://xishuxishu.github.io/uniforge3d-project

10/17/2026

>MOSS-Image-Base, 8-step data-space DMD
https://huggingface.co/lodestones/MOSS-Image-Base-8-steps-dmd

>MOSS-Image-SFT (INT8 ConvRot) for ComfyUI
https://huggingface.co/Abiray/MOSS-Image-SFT-INT8-convrot

>Run Models Optimally On Your Local NVIDIA AI System
https://nvidia.github.io/local-ai-inference-recipes

10/16/2026

>MOSS-Image: Text-to-Image Generation with Native Layout Control
https://openmoss.ai/MOSS-Image

>MOSS-image ComfyUI Repackage
https://huggingface.co/Comfy-Org/MOSS-Image

>MiniMax-H3 Sol Engine in ComfyUI
https://github.com/NVlabs/Sana/tree/sol-engine/models/minimax_h3/Sol-H3-ComfyUI
>>
>>
>>110111833
pretty much whatever you want would be the answer

>>110111843
noice
>>
>>110111516
kekked
>>
>mfw Research news

10/19/2026

>MOSS-Image Technical Report
https://github.com/OpenMOSS/MOSS-Image

>Sink-Sparse Hybrid Attention for Efficient Inference in T2I/T2V Diffusion Transformers
https://arxiv.org/abs/2610.22975

>PreciseEdit: Strong Yet Stable Semantic Transport for One-Step Image Editing
https://arxiv.org/abs/2610.23535

>Generative AI Produces and Transmits Beauty Bias
https://arxiv.org/abs/2610.22553

>Rethinking the design space of Vanilla Pixel Diffusion Transformers
https://soumik-kanad.github.io/mflow-diffusion

>Kingfisher: Fast Personalized Visual Autoregressive Generation via Scale-Aware Prompt-Conditioned Scale Decomposition
https://arxiv.org/abs/2610.23238

>I2V-DETACH: Source Grounding Detachment for Unauthorized Image-to-Video Generation
https://arxiv.org/abs/2610.23287

>ProactGen: Learning Proactive Clarification for Video Generation
https://arxiv.org/abs/2610.22608

>FlashControl: One-Step Controllable Generator via Distillation-Friendly Single-Stream Teachers
https://arxiv.org/abs/2610.22537

>SCALE: Improving Guidance-Free Visual Generation via Self-Contrastive Alignment for Likelihood Estimation
https://jiwanhur.github.io/SCALE

>FedRAPP: Federated Test-Time Prompt Tuning for Vision-Language Models with Reliability-Aware Prompt Personalization
https://arxiv.org/abs/2610.23705

>PONDER: Learning to Generate in the Right Order
https://arxiv.org/abs/2610.23531

>SemPurify: Semantics-Aware Data Purification for Black-box Backdoor Defense
https://arxiv.org/abs/2610.23589

>MTEdit: Packed Trajectories Beat Rollouts for Multi-Turn Image Editing
https://arxiv.org/abs/2610.23751

>OmniXRef: A Unified Framework for Multimodal Multi-Reference Video Editing
https://oliver-cong02.github.io/OmniXRef.github.io

>Can We Use Saliency Maps for the Evaluation of Generative Image Models?
https://arxiv.org/abs/2610.23411

>Agentic Image Generation in the Wild
https://arxiv.org/abs/2610.23269
>>
so is moss anygood? there's a lot of shilling for it
>>
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>>110111720
You mean like more specific loras? Like big_benis_lora, fat_pussy_lora etc.?
>>
>>110111848
moss knows epstein?
>>
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https://huggingface.co/lodestones/Kromoss
>>
>>110111873
general nsfw loras
>>
>>
>>
>>110111694
I mean you said it yourself, you definitely got the correct answer by doing your own research
>>110111866
It's good, userfriendly and has a certain SDXL vibe to it thanks to the missing limbs and fingers it generates on average
>>
>>110111866
It's a bit wonky at times, but it has sovl
>>
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>>
>>110111930
wew lad
>>
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3.01 MB PNG
>>
>>110111858
>>110111865
Thank you bro i only visit this general because of you
>>
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>>
>>110111858
>>110111865
thank you debo
>>
>>110111972
Now thats a slag
>>
You have to feel bad for them desu
>>
>>110111858
>>110111865
thanks!
>>
>>110111972
would
>>
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>>110111916
>>110111920

I'm not sure if this is the case, I have not tested it much, but the official moss workflow on comfy seems to generate a lot more borked anatomy than the workflow I was using before. And that's after using the moss recommended settings, 50 steps, Euler and etc not fast ones.

I rarely get borked anatomy with this workflow at 1.5mp and above.

https://huggingface.co/Comfy-Org/MOSS-Image/discussions/2

>>110111885
Any recommendation?
>>
>>110111969
you lost
you are alone
we are many
>>
>he has to ban evade to remove links that hurt his feelings
>anons render his gambit moot
Pathetic
>>
>>110111866
I don't like how incoherent it can be but all it's outputs have massive SOVL and it's hard to go back. It also works really well for schizo prompting.
>>
>>110112056
the chinese one
mystic
>>
Comfy intentionally blew up BFL's flux 3 release because he's a Chinese spy and bends to Xi
>>
>>110109007
I can't unsee krea noise now.
>>
just as anon >>110111644 predicted

>>110112060
>>110112076
>>110111969
>>
>>110112113
Well, I did prompt for vintage magazine scan, so I can't blame Krea 2, it is very noise happy model though
>>
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>>
>>110112121
How do you know he's banned schizo?
Are you just repeating things hoping newfags believe you?
>>
>>110111930
>Greatest gen ever, no doubt.
>Spots arm tattoo.
0/10.
>>
>>110112144
Nice
>>
> he
lel
>>
threads have been really shit lately despite new model releases. i dont feel the connection i once had. the good anons must have left
>>
File: 1763931514060692.png (3.65 MB, 2240x1260)
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why does this keep showing up in my gens?
>>
>>
>>110112174
that's a slave bracelet. this is because they trained their models on white pig slaves in china.
>>
>>110112173
They never existed, they were only in your head
>>
I'm a Boltzmann Brain
>>
I'm a Arrowtothe Knee
>>
File: mygf.png (2.58 MB, 1456x1456)
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OK im definitely impressed by Moss, this took me 54second to generate with a 4-step LoRA (full quant model)
>>
>>110112207
That's fucking shit. XL could do better while being faster. There's nothing impression about this image.
>>
>>110111694
>>Krea2_TextFusion_Refusal_Reduction
That's the one I use, apparently there's a v2 (or v3?) out but V1 always worked perfectly for me. It's the least slopped of the bypass I've tried.
>>
>>110112207
I don't understand, 1mp takes me 35sec at 50 steps on my 3090?
>>
>>110112216
I guess you had to be there, I used like 7 bboxes to customize everything in the image, the signs, the table, the bar etc., and it obeyed exactly, without me having to resort to Ideogram's shitshow
>>
>>110112216
well lets see it then
>>
>>110112235
I have 16GB VRAM and its a full quant model
>>
File: ComfyUI_temp_tmycq_00099_.png (3.55 MB, 1165x1747)
3.55 MB PNG
I'm not looking forwards to having to pull out adetailer again....
>>
File: ComfyUI_temp_tmycq_00100_.png (3.71 MB, 1165x1747)
3.71 MB PNG
>>
>>110111858
>>110111865
Thanks bro
>>
>>110111865
>>FedRAPP: Federated Test-Time Prompt Tuning for Vision-Language Models with Reliability-Aware Prompt Personalization
>https://arxiv.org/abs/2610.23705
This seems very useful
>>
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has anyone tried the new MOSS lora training algorithm to see if it learns characters now?
>>
>>110112207
Your LoRA is overcooking the image
Lower its strength
>>
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>>
>>110112385
hopefully
ani was always so positive and friendly, no idea why the schizo would hate him this much
>>
>>110112380
The Holy Hand Grenade of Antioch!
>>
since the moss text-encoder supports vision it should be possible to create a moss-edit model.
>>
>>110112412
as much as i would still hope to get a proper desktop apllication instead of this python garbage i would fully understand if ani would rather get a well paying job
>>
File: MyGfAndThatDumbDog.png (1.81 MB, 1248x1248)
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>>110112367
Yeah quality really wasn't the point. If cared for that I would have let it run more steps, instead of using a shitty 4 step LoRA, for more rapid iteration. I was trying out the composition for it, and I'm just amazed it holds that well out of the box. Now I've added 10 boxes to decide what's on the picture, and it's so cool that I don't have to keep rewriting the prompt to get all the stuff I wanted.
>>
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lol
>>
>>110112465
Why do I have zero issues with the model?
>>
>>110112449
I think we should support ani more. Not only for motivation but also helping ani test his new builds made by the new build pipeline and help find (and maybe even fix) bugs
I think it's the least we could do, he does so much just for us after all
>>
The amount of moss loras on civ that can just be prompted for is baffling.
>>
>>110112332
Looks promising unless that fizgig guy is full of shit
>>
>>110112485
Since scatjack fucked off we should follow /adt/'s example and add AniStudio to OP. Ani even got new users since /adt/ added his desktop application
>>
>>110112517
and real prolems like bulges dont have a lora, the builtin bulge is terrile
>>
>>110112517
Yeah people here are hyping the fact that everyone can train the model up but don't realize those with shitty hardware are in the place that they are in for a good reason usually. Civitai will be flooded with absolute garbage since everyone with a 8gb can now train a lora and it seems to train easy enough where you can just use default settings as with krea2
>>
>>110112517
it's not just moss; this happens for every model ever made.
>>
File: moss_00179_.jpg (92 KB, 1072x1328)
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>>
>>110112536
hey buddy I think you got the wrong door
>>
>>110112525
true
>>
File: file.png (2.65 MB, 1248x1664)
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>>
>>110112668
>them birthing hips
>>
All this effort for the wrapper to get no users
Julien Lubimiv (the homosexual mentally unstable "developer" of tranustudio) is truly the most raped retard of all time
>>
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>>110112520
this trainer has a bunch of weird settings like this one. claims to be able to create isolated characters that do not affect all faces like normal loras do. i wonder if it even works.
>>
>>110112689
https://youtu.be/8uW5NdL5b20
>>
>>110112680
Stop doxxing ani wtf
That's highly illegal
>>
>>110112113
>>110112143
>retards that still haven't learned that samplers/schedulers affect output
>>
>>
File: file.png (2.76 MB, 1920x1088)
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>>
>>110112795
why is a blowjob more than vaginal
>>
>>110112689
>>110112705
OR just caption and train properly?
>>
>>110112821
thats not a thing
>>
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>>110112819
bitches are dumb
>>
>>110112520
fizgig is 100% vibe coded, with 10s of thousands of lines of incomprehensible AI slop code, and filled with AI-created schizo snake oil techniques. and then the dev shills it everywhere and even has full reddit buy-in with his own "community hero" badge.

it is setting off my grifter detector and I don't trust it at all
>>
>>110112864
you can absolutely feel it. sampling during doesnt work for some reason. but something is wrong with the way ai-toolkit trains moss, and i'm hopeful fizgig found the right setting
>>
>>110112864
>I have no real criticism about tool X since I've never actually used it, but my speculations makes me not trust it, whatever that means
Thanks for the informative post anon, keep it up
>>
>>110112852
Dumbass, learn 2 ai
>>
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>>110112520
photo styles from different eras are so good
>>
>>110112947
>no exhaust
>>
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>>
>>110112956
It's an electric car
>>
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>>110112956
sorry... the rest of the car isn't accurate either but 1/4 gave visible exhaust tips
>>
>>110112988
>no forearms
>>
>>110112956
the exhaust is the black thing on the bottom left of the image hidden by the blur and film grain
>>
>>110112907
>3000 commits in a couple of months
>everything obviously coded completely by AI
>even the documentation is pure AI slop written in Claudish instead of English
>bunch of bespoke novel techniques the guy supposedly invented
>donation / sponsor links at the very top
>relentlessly shilled on reddit
I'm not saying it doesn't work, I'm saying everyone should at least be skeptical of something built and marketed this way
>>
>>110112689
>>110112907
This sounds 100% horseshit
>>
>>110113025
This setting is extremely old and ai toolkit has it as well. You're just outing yourself as retarded, I think someone linked a yt video with a tutorial, you could watch and improve for once in your life
>>
>>110113052
>This setting is extremely old and ai toolkit has it as well
Doesn't make it any less horseshit unless it's something completely different only described like it's something new
>>
>giving bad info to noobs
There's the /ldg/ I love. More of this, less of sperging out over some retard.
>>
>>110113084
How odd, that's the very reason why debo is exiled
>>
>>
>>110113099
I put on my glasses and it's still blurry
>>
>>110113099
That's wonderful.
>>
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>>110113075
>>
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>>
>>110111779
best holiday ever
>>
>>110112424
kek
>>
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I'm starting to like Krea2 over Moss, I though it was going to be fully safety and hag maxxed but a good bypass and prompt fix that most of the time. The superior anatomy and gen times are also nice, 2mp in a little over 30 seconds.
>>
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1.92 MB MP4
>>
>>110113236
Yeah but I find moss simply knows more... weird shit. It's pretty good at gore and other disgusting shit that krea just can't do
>>
>>110111866
Slow gen times. Frequent body horror. Ugly bogged women.
>>
https://h.uguu.se/qzhAnTwd.jpg
dmd makes the skin looks weird
>>
>>110111866
It's the only model after anima that knows anime and porn good enough.
>>
>>110113302
Love them triple boobs with no nipples.
>>
waiting for the edibles to kick in
>>
https://d.uguu.se/cahEXGog.jpg

>>110113322
its an acquired taste
>>
Krea2 was dog shit for anime. I have zero desire for 3D shit.
>>
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>>110113324
is it there yet
>>
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>>110113370
some of that detail is really nice but the leather handbag-like pattern in shadow of the boobs and the overdone goose pimple look on midsection is just wrong. 9/10 would.
>>
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>>
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>>110112848
and all I had to do was post the news
>>
last post
>>
>>110113603
kek'd
>>
BMP posting again has done a toll on his metal health. Too bad anon just views him as disabled.
>>
>>110113720
>>110113733
kek we're all laughing at you "anon"
>>
>>110113788
If you can't laugh over the fact how funny this picture in combination with the absolute trvthnvke he posted is, means only one of two things, you're jeetjak or you have no sense of humor
>>
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>>
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There are two anons samefaging hard and they really love each other for some reason.
>You are losing!
>No, you are losing!
>No you!
>Look, all the anons in the thread are on my side.
>No! They are on my side.
>No, mine!
>You are X!
>No you are Y!

They really REALLY care abut being the one that make the "official" new thread. They will pretend to be the other to archive something.
I have no idea who is who, why they love each other so much, or what they think they will archive if they pretend to be the other.

Most users of this thread just ignore them, they continue to scream at each other as if was something really important. They will undoubtedly accuse me of being the other one, or blame the other one. I don't particularly care about them, but why are they like that? How did it started? I'm not going to read the wall of text on the links about them, I don't care that much, but is something kind of curious.
>>
I appreciate that civitai let me hide all the kike jeet models with one button on the filter.
>>
>>110113954
>kike jeet models
which are?
>>
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>>110113960
>>
>>110113965
It do be like that, every paid resource so far was some jeet trying to sell bottom of the barrel content. I might specifically look for paid resources and release them in better for free just to spite them
>>
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>>110113965
nice. when image search return?
>>
>>110113976
The worst models/loras I have ever used were paid ones. It's mostly extremely poor people trying to make a quick buck because these returns make no sense for anyone living in the first world. You either do this for fun or gather proper funding to make a proper model. Paying for a lora is dumb as hell and the vast majority of them charging for them are the worst sloppers ever imagined.
>>
is anon with hot gym bunny wife still here?
I have a question
>>
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>>
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>>110113948
>>
finally, some interesting threads. good, as it’s possible that flux 3 video will be released this month.
>>
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2.23 MB PNG
>>110113606
>>
>>110114356
i think she's dying
>>
>>110114356
now make her white to complete the trinity
>>
File: 1768004059529291.jpg (266 KB, 1152x1728)
266 KB JPG
>>
>>110114356
negrosis
>>
>Blast to pov video of jerking off a questionably aged futa's cock while she squeezes her huge balls and moans daddy
>Feel kinda gay afterwards
>>
>>110114429
Just keep doing it and that feeling goes away. Keep what happens to your future son to yourself
>>
>>110114429
Was the benis feminine at least?
>>
>>110114429
It's not chicks with dicks it's men with tits, so yeah you should
>>
>>110114429
as long as the face is feminine it ain't gay
>>
>>110114470
futanari is a mythical creature. it's not gay because they don't exist.
>>
>>110114500
You telling I can take Zeus large manly dick and still be straight. I like the way you think
>>
>>110114528
no that's 100% gay. futanari is 80% straight and only 20% gay. trans people are not futa they're just gay. clear distinctions to be had here when genning.
>>
https://huggingface.co/sorryhyun/moss-image-colorize
https://huggingface.co/darask0/MOSS-Image-color-depth-control
big things happening
>>
moss fucking sucks unironically. just give us krea 3 so we can forget about this absolute disaster of a model
>>
Moss is making me enjoy img-gen again so it doesn't suck for me.
>>
>>110114560
That's too many rules let's just call it being gay
>>
>>110114579
Krea 3 will be disappointing lmao.
>>
>>110114564
Damn I was so happy thought the makers released a native controlnet
>>
>>110114592
Plebeian.
>>
File: F3K_Distilled_Edit_272772.jpg (1.35 MB, 2496x1664)
1.35 MB JPG
>>110114381
I did it in both senses lol
>>
>>110114633
now make her invisible
>>
File: MossHR_27071_.jpg (2.74 MB, 4096x2304)
2.74 MB JPG
What a odd thread to step into
>>
>>110114633
is F3K at least better at editing than OG klein?
>>
>>110114598
It's GPTmaxxed for sure. This is a gen I got from the Beta on their website.
>>
>>110114664
ah the horrendous AI filter
>>
>>110114664
Fucking disgusting
>>
>>110114664
looks awful, baka
>>
File: ComfyUI_MOSS_00316_.png (1.54 MB, 1024x1024)
1.54 MB PNG
>>
>>110114653
Yes, F2K 9B Distilled kept making only her face black and not her body when I tried it on the same pic without downsizing it at all the same way, for example.
>>
>>110114664
I don't get what's with all these AI trainers having hard on for GPT. It's literally the shittiest looking model
>>
File: ComfyUI_MOSS_00319_.png (3.45 MB, 1920x1088)
3.45 MB PNG
MOSS still doesn't know the three stooges
>>
File: Krea2_turbo_00004_.png (2.26 MB, 1928x1088)
2.26 MB PNG
>>110111930
Nice

>>110112332
I'm training now with a 40k dataset using ai-toolkit. Is it improving... maybe. At least it's not falling apart. I'm gonna train to 10000 steps and play with it in comfy and see how it does.

>>110112151
Hard to have western women in your dataset at all then, unless you want to use "vintage" photographs.
>>
>>110114685
Thanks, good to know. I always like klein as an edit model.
>>
File: MossHR_27086_.jpg (2.56 MB, 4096x2304)
2.56 MB JPG
Reminder
>>
>>110114579
Ironically, I like it though. It's not safety-cucked, and it seems to be trainable.
>>
>>110114782
>and it seems to be trainable.
well all my loras turned into poison
>>
>>110114778
She would be so much hotter with a huge throbbing girl cock.
>>
>>110114799
Sorry but I'm straight
>>
>>110114815
Mine is curved.
>>
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Checking in
>>
File: F3K_Distilled_Edit_27272.png (2.45 MB, 1248x1664)
2.45 MB PNG
>>110114642
Prompting the visibility of different parts of her actually works so I went with this lol
>>
qrd on moss? is this the new hot thing? haven't been here in a while
>>
>>110114863
good, it knows a lot but can often produce body horror. worth trying in my opinion.
>>
>>110114863
Has near perfect orca anatomy from my experience, haven't noticed any body horror as others have claimed
>>
>>110114863
looks like shit but knows what a penis is
>>
File: ShesBusyLilBro.jpg (196 KB, 1372x938)
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Alright checking out
>>
>>110114929
>Orca fucking with a whale
Lore accurate
>>
File: MossHR_27092_.jpg (2.82 MB, 3552x2656)
2.82 MB JPG
This model is powerful and will only get better
>>
kreafags coping
>>
>>110115002
Catbox? How do you avoided the borked hands?
>>
>>110114349
>good, as it’s possible that flux 3 video will be released this month
imagine how safe it'll be
>>
File: 81239584.png (2.89 MB, 1536x1024)
2.89 MB PNG
>>110114873
1/4 had an extra leg for this prompt, just some unfortunate seed variety
>>
>>110115032
Using turbo with cfg 10 via dynamic threasholding with a second pass using the same logic with the sft lora. I also have my personal lora for style anchoring but the model really opens up with dynamic threasholding
>>
>>110115048
They have more time to squeeze in extra safety, they had to rush the f2 image model
>>
>>110115032
There are many ways to deal with deformed hands, here are some solution in order of ease of use and simultaneously going from less effective to extremely effective
>Reroll the seed
>Upscale and resample the image
>bbox inpaint the hands automatically
>inpaint the hands manually
It's basically sdxl all over again, all the things that worked on sdxl work on moss since the model has the same issues
>>110115089
>genning humans when the model was clearly trained on orca anatomy
kek
>>
File: F3K_Distilled_Edit_875454.jpg (3.46 MB, 4096x2304)
3.46 MB JPG
>>110114778
>>
File: 7844029252.png (1.92 MB, 1200x1296)
1.92 MB PNG
>>
>>110114782
You can't train your way out of body horror.
>>
>>110115282
Skill issue, that has been resolved bed shitter
>>
I am vibeslopping a memory server for my AI but i realized that i'm basically just building something like google but with editable results
>>
>>110115292
Taste issue, not skill issue. Some people think body horror is sovl.
>>
>>110115307
You won't post anything to prove your point, stop talking out your ass
>>
>>110114682
wow.. that works pretty well in moss
>>
>>110114778
futa is fine
>>
>>110114826
kek
>>
File: 32-preview.mp4 (1.96 MB, 720x720)
1.96 MB
1.96 MB MP4
>>110115282
Maybe. I feel like as I watch the big lora train it's getting better.
The real local excitement is over in /lmg. God damn, being able to run qwen3.8-flash-next locally fast is amazing, it just nails coding projects, it's almost as good as claude opus 5.5 and I own the hardware so it's just the electricity.
>>
>>110115374
Up to what size?
The whole model?
>>
File: debo_t_dms_00104_.png (3.82 MB, 2176x1408)
3.82 MB PNG
>>
>>110115374
>running qwen3.8 flash locally
What changed? Are you raping your ssd or do you simply have the hardware to run it?
>>
>schizo baked a thread 30 minutes ago and is waiting to link it here
what causes this mental illness?
>>
>>110115442
He's very lonely and desperate and you can tell who it is because he always put one of his dogshit images in the OP. He really dislikes his station in life so he squats here going over 5 years now just to be a pest
>>110115452
We are nowhere near limit retard
>>
File: lion.png (675 KB, 1216x832)
675 KB PNG
posting in epic bread
>>
File: 1789911470547.jpg (200 KB, 1504x2000)
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>>
>>110115426
I lucked out and put 128GB DDR5 in my main machine last year. q4_k_m fits in 72GB VRAM + 128GB, and I have enough room left over on one GPU to still run some other light things like moss imagegen.

>>110115383
40K danbooru 1024 questionable and explicit images. Tits are getting bigger, pussies more realistic, but yeah, still hitting abominations occasionally. I dunno... this the most I can do, I ain't finetuning shit.
>>
need negPIP for MOSS
>>
File: Folder.jpg (99 KB, 1024x1024)
99 KB JPG
>>110115456
That's was deleted fast, lol, ayy lmao moderately.

>>110115452
But why is he so damn obsessed? Just pure unadulterated autism?
>>
>>110115511
negative prompt works, though... nigga r u iz trollin'?
>>
>He didn't include my high effort orca gens in the collage
>Mods noticed the injustice and quickly delete the thread before I could even notice it

https://files.catbox.moe/29fg9z.mp4

>>110115500
Interesting, so you're saying with combined vram/ram of 200 gigs I too can run q4 at home, need to look into that, though I highly doubt it runs at speeds I would find acceptable being used to almost 180t/s on qwen3.8 27b
>>
>>110112536
Is that Eminem's new video?
>>
>>110115522
negpip is better thougheverbeit
>>
>>110115522
negPIP also makes negative prompts stronger, fren
>>
>>110115531
nigga u dum
>>
>>110113965
Can you hide everything except the time gated ones? I don't want paid but I'd like to see the ones released at some point.
>>
>>110115539
ones that release from early access are shown as new when the EA drops.
>>
File: 1785662629734.jpg (191 KB, 1408x2128)
191 KB JPG
>>
what happened to NAG, seethebeit?
>>
>>110115549
Oh nice.
>>
File: 1.png (1.49 MB, 1504x1024)
1.49 MB PNG
>>110115339
>>
>>110115557
nagseethedoebeit
>>
prompting with bboxes is so addicting. i wonder how long until i get bored of it.
>>
>>110115584
how do you do it anon
>>
>>110115524
Try it. It's way faster than qwen 3.8 27b. It's 125B 6B active, 512 experts, 65B engrams etc... it's really advanced. Oh yeah it needs no jailbreak, at least for regular AI GF duties, it just does them willingly.
>>
>goon queue is 1000+ long
>no time to play with moss or new models
sorry, im a very busy gooner you see. you will have to pay me to play with your new models.
>>
File: file.png (98 KB, 474x778)
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>>110115589
i had astra wire a section in my frontend that allows me to create, manipulate, mass edit, etc. regions. moss's color pallette fields are also represented by filling in the region/canvas with said colors.
i can also ask any agent to create the prompt and bboxes for any image and inject it live into the UI.
>>
>>110115489
this is not ai
>>
File: MossHR_27123_.jpg (2.16 MB, 2656x3552)
2.16 MB JPG
>>
>>110115652
but the ui sucks, is cluttered and just look at the fucking thing. Comfy failed to deliver a better UI and the community should be more vocal about it
>>
>>110115678
>A casual overhead smartphone photo of an office desk, shot straight down under flat fluorescent light. The top half of the frame is filled by a worn black Dell keyboard seen at an angle: the silver "DELL" logo on the frame, dusty keycaps with white legends for F11, F12, Backspace, Enter, Shift, Ctrl, Insert, Home, Page Up, Delete, End, Page Down, the arrow keys and the number pad. A thin black ballpoint pen with its cap on lies diagonally across a sheet of white continuous-feed printer paper tucked under the keyboard's lower edge. The paper is an inventory printout in faint dot-matrix monospace columns of ".10", "0" and "No", with lines reading "ELED (L1)", "Qty: 46" and "Cost: 3,282.63".

>Across the lower part of the printout is a dense black ballpoint doodle. On the right, a man's head in profile faces left, his skull cut open to show a scribbled brain, a thick tangle of dark hair sweeping down the back of his head, a long nose and gritted teeth. From his eye a single cable runs left into a long horizontal circuit board like a motherboard: a row of square chips shaded with tight spiral scribbles, one large central chip, smaller pads and connectors, all outlined with thin wobbly traces. At the far left end the circuit dissolves into a loose chain of looping scribbled circles ending in a small horned creature. Above the doodle stands a small upright cylinder drawn with a column of the letter "N" inside it, fringed with short lines. Handwritten beneath the circuit in casual pen: "9 Hour Work Day", and to its right a small date "1/5/2022" with "5:47pm" below it.

>The bottom of the frame shows the bare grey-white desk surface, with tangled yellow cables and a tiny glowing red LED in the dark gap at the lower right corner. Muted, low-contrast colours, slight phone-camera noise, mundane and candid.
>>
>>110115652
oh ok thanks, but what are bboxes useful for?
is it like a inpainting pass where you add specific stuff or correct?
>>
>>110115681
are you a bot
>>
>>110115703
You draw boxes inside of a box and put prompts into the boxes and the model tries to accommodate your wish
>>
>>110115374
>>110115701
What is QFN?
I'm just getting used to polystrata and running a q4 of Qwen Next, my main issue is to find a nice harness to play around comfy stuff, and a way to disable itself whenever I gen vs when it's being used as I cannot do both.
My guess is that you have a separate server to be able to run both?
>>
>>110115681
yeah i dont like comfy frontend either thats why i vibed my own, a section of which you see in that screenshot
>>110115703
i find it more an aid for prompting, as ifs easier to understand my own prompt if its represented with boxes rather than paragraphs of prose in the positive prompt box. but its also useful for, obviously, placement of objects within a scene. anons have use it for body positioning as well which seemed to work great
>>
is there a smarter way to generate an image with minimax h3 instead of genning a 1 second video?
>>
File: orc girl.webm (1.27 MB, 768x1344)
1.27 MB
1.27 MB WEBM
>>
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>>110115730
QFN is Qwen 3.8 Flash Next
https://huggingface.co/Qwen/Qwen3.8-Flash-Next
>>
>>110115511
https://github.com/pamparamm/ComfyUI-ppm
>>
File: Krea2_turbo_00622_.png (1.41 MB, 1088x1928)
1.41 MB PNG
The art of prompt balancing real life anime girls, if you push to much to one side you get anime illustrations. To the other and you get a middle age women, attractive enough but common.
>>
>>110115763
You can reduce it down to 0.2 second.
>>
>>110115805
>also enabled prompt weighting for MOSS
thanks, didnt realize it updated
>>
File: F3K_Edit_Output_15311.png (1.73 MB, 1504x1024)
1.73 MB PNG
>>110115565
Ironically F3K can actually fix this kind of thing

"completely fix the grotesquely deformed anatomy of the woman in image 1, ensuring she has no extra limbs and just two completely normal arms. don't change anything else."
>>
checked the archive. as expected. self-replier is the paper bag guy
>>
proof?
>>
>>110115816
using something like z image turbo which has a super photo real bias can help. you can take a plasticy gen and then img2img it gently. doesnt work if its too cartoony. and you also have to be able to prompt zit to ball park what you are trying to make, so its twice as much effort designing the prompt
>>
File: 42709.png (5 KB, 297x61)
5 KB PNG
omegalul
>>
>>110115872
didn't even knew that was a thing. I see plenty of (((lora makers))) get 30 likes on a model with 4 downloads and they're still up
>>
>>110115781
Oh I see.
>>
>>110115736
>i find it more an aid for prompting, as ifs easier to understand my own prompt if its represented with boxes rather than paragraphs of prose in the positive prompt box. but its also useful for, obviously, placement of objects within a scene. anons have use it for body positioning as well which seemed to work great
oh yeah I didn't think about body positioning, pretty good idea
>>
should i go get a haircut or should i make kinos?
>>
>>110115816
I like idealized images as wallpapers so injecting anime helps usually.
My main issue with more realism based models is how most of them seem unable to understand that between very young and middle aged woman (30-35+) there is older teen/ya, and it seems to be unable to get there somehow, anything around 16 and 25 is hit or miss, it either goes too young, or most likely too old.
I don't know if more recent models are better with this, last I tried was with flux derived models, maybe it's an issue with them in particular.
>>
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97 KB JPG
>>110115956
>around 16
>>
>>110115971
Yes?
>>
File: ComfyUI_temp_ksfge_00008_.png (3.76 MB, 1165x1747)
3.76 MB PNG
>>
>>110115937
you can give yourself a haircut during gen times
>>
>>110115956
Censored models are safety-maxxed which also make them hag-maxxed. They have a strong emphasis on older women. Flux models are hardcoded for that, easily fixable with Krea2 and not a problem at all with Moss and Chroma. This "safety" bullshit is ridiculous, commercial LLMs will add things like "totally adult women in her late 20s" to your prompt if you give them a prompt with "girl" or "young women".

I partially blame burgers for this:
>buying guns, driving, or getting executed at 17, totally kosher. Showing a nipple, absolutely not kosher, not kosher at all.
>>
File: 92279.png (1.08 MB, 928x1200)
1.08 MB PNG
>>
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208 KB PNG
>>110115994
>>
>>110116023
You should blame feminists for it, and then jews since they invented feminism.
>>
>>
>>
>>
File: ComfyUI_temp_ksfge_00023_.png (3.43 MB, 1165x1747)
3.43 MB PNG
>>
File: 2255.jpg (408 KB, 1468x1209)
408 KB JPG
>newsposting
>>
>>110114579
>moss sucks
>just give us krea 3 so we can -
Krea 3, the one they're going to give us, is an image editing model
>>
>>110116146
thats the only thing we need. image gen was solved a long time ago
>>
>>110116146
>create image with krea 2 or moss
>Hey krea3, make it less sucky sucky
I do not see the issue here anon
>>
File: 37675.webm (2.83 MB, 320x576)
2.83 MB
2.83 MB WEBM
>>
there any artist tags for moss? wanna see what drawing styles it has put in there
>>
>>110116169
You can just type in the anime/manga style you want to see and if it knows it knows. But it knows no weeb artists like nagasaki77
>>
>>110116023
>implying Krea 2 isn't a censored, safetymaxxed model that can't do anything useful at all without third-party bypasses
>>
>>110116146
Unless the VAE is a gorillion times better and they seriously upped the resolution support I don't really see why or how Krea 3 would be a better editing model than F3K
>>
>>110116184
What compels someone to keep posting the same none-issue over and over again as if it was some kind of GOTCHA?
>>
When ready
>>110116199
>>110116199
>>110116199
>>
File: moss-image_00819_.png (1.46 MB, 1024x1024)
1.46 MB PNG
>>110116169
it knows the ol gippity special
>>
>>110116201
>having to load in a lora filtered me therefore I am angry at you and use it to argue against krea2 because I'm team other model
>>110116204
cringe and embarrassing
>>
>>110116208
cram sugar
>>
>baked prior to bump limit
someone bake collage thread
>>
File: x.jpg (463 KB, 1216x2144)
463 KB JPG
>>110116030
you can always digitally fix it
>>
>>110116204
I'm just gonna chill her until page like 8
>>
>>110116184
>>110116201
>>110116213
>creator of said de-censor lora is still axed and MIA
>>
>>110116221
that would be spamming/flooding
>>
>>110116204
false new thread
>>
>>110116229
ya baking before bump limit is spamming/flooding
>>
>>110116229
If you do it fast enough and OP is correct I will delete it so hurry,
>>
>>110116234
respect if true.
>>
>>110116237
Please hurry up because there's a limit before I can delete and if not I'll just say for people to not use the thread
I just don't do collages
>>
>>110116237
he never does
>>
>>110116241
the thread is fine since it has the most important. collage is only a bonus
>>
>>110116247
I'm fine either way, the schizo just keeps troll baking that's the only reason why I did it at 305
>>
>>110116247
>collage is only a bonus
thread is 5x better when we have a collage.
>>
I don't think I can delete the thread anymore
>>
>>110116221
How many times do you press f5 per minute on the catalogue?
>>
>>110116102
>>
for better or worse, here's my moss-image-sft danbooru 1024 40k e/q LoRA: https://huggingface.co/quarterturn/moss_danbooru40k_v1

Hard to tell with moss, it fucks up gens all on its own, so gens getting more or less fucky isn't a solid way to judge LoRA progress. Well, it's free.
>>
>>110116294
Can you stop it with the flamewar anon??
>>
>>110116294
>off topic links
idk if I should be laughing or crying.
>>
>>110116297
show examples?
>>
>>110116285
>troll links it in here
>hurrrr why you f5ing
>>
>>110116309
This is your life anon??
>>
>>110116297
Why not use base?
Do sft work with base like how base works with sft?
>>
>>110116297
train on base bub and ill try it
>>
>>110116314
meds
>>
>>110116325
But you're still here anon
Let it go, it's not healthy
>>
>>110116307
Oh no. You gen your own NSFW stuff.
>>
>>110116321
Ah is that really necessary? I've read it isn't.
>>
someone bake real
>>
SFT is only good for a second pass if you use the turbo lora which makes base better than SFT by default in regards to composition. This was only discovered like a day ago though
>>
>>110116347
it is
>>
I've got Gabriel Dropout all ready to go for tomorrow, and that's gonna be krea2, because I know it will learn it.
>>
>>110111565
>*hover*
>no jennifer
the fuck?
>>
>>110116357
>he doesn't know
>>
>>110116348
Gotchu bro :)
>>110116199
>>110116199
>>110116199
>>
>>110116356
Ah fuck. The internet lied to me again!
>>
>>110116350
bro idk what kind of shit you discordfags are smoking but SFT at 50steps looks totally fine.

Please show examples of your "superior" outputs
>>
>>110116365
Well this was made with base and turbo
>>110116323
>>
>>110116350
>This was only discovered like a day ago though
no? SFT is always worse in all models
>>
>>110116372
looks like shit
>>
>>110116399
How so?
>>
>>110116071
>>
>>110116419
I dislike the extremely sloppy looking 2.5d artstyle that is all over the place with the seagull, the clouds and miku all having a different non complementary artstyle combination as well as the rather boring looking image composition and repeating clouds and waves framing overall a very repetitive and uninspired image in one of the most well known slop styles known in ai
>>
>>110116454
Let's see what you can make then
>>
>>110116525
>asks for criticism
>gets rather mild and objective criticism despite his known schizo status
>instead of reflecting on it, he gets mad
Why ask if you didn't want it?
>>
>>110116553
he he he
>>
>>110116575
shamona
>>
What's really funny is how the schizo bake resembles the thing he hates the most. It looks like a /sdg/ thread with people just posting slop not talking or discussing anything, the least organic thread in days so far
>>
>>110116297
What does e/q mean in this context?
>>
>>110116608
why do you hate your own thread?
>>
>>110116678
>desperate cry for attention with nonsensical weak bait
Cmon, try harder
>>
>>110116609
explicit/questionable
>>
>>110116694
?



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