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

Previous: >>110223820

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

>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon
>>
Nice a real non troll bake
>>
File: debo_news_00019_.png (2.52 MB, 1792x1312)
2.52 MB PNG
>mfw Resource news

11/02/2026

>SketchDirector: Complex Scene Sketching via Agentic Layout Reasoning and Detail Refinement
https://yiki77.github.io/SketchDirector

>SnapRef v1a reference adapter for Anima base v1.0
https://huggingface.co/0ppxnhximxr/snapref-v1a

>Anima RGBA: Transparent image generation for Anima
https://huggingface.co/localai0301/Anima-RGBA

>H3 Continuity Studio — memory across scenes and camera angles
https://github.com/KadoBOT/ComfyUI-H3-Continuity-Studio/releases/tag/v0.1.0

>V2 of Qwen Image 2.1 Lightning LoRA from Lightx2v
https://huggingface.co/lightx2v/Qwen-Image-2.1-Lightning-v2-RL

11/01/2026

>Sulphur-3 Minimax H3
https://huggingface.co/FusionCow/Sulphur-3

>chroma-h3: An image ("stills") fine-tune of MiniMaxAI/MiniMax-H3
https://huggingface.co/lodestones/chroma-h3

>Slopus: AI media harness for planning, generating, and editing locally
https://github.com/bitti-ai/slopus

>Scaling Transformer Energy-Based Models for High Quality Image Synthesis
https://int-lee.github.io/scalable-ebm

>MiniMax-H3 Prompt Rewriter (Ref2VA)
https://huggingface.co/lightx2v/MiniMax-H3-Prompt-Rewriter-Qwen3.8-27B-Ref2VA

>psd-layer-vae: An RGBA autoencoder for editable layered PSDs
https://huggingface.co/Yidhar/psd-layer-vae

>ComfyUI-MiniMaxH3-PrefixStream: High-performance Prefix KV Caching & Streaming Long Video Suite
https://github.com/knoic/ComfyUI-MiniMaxH3-PrefixStream

>RTX 5090 96GB Mods Confirmed by US Modder
https://shiftdelete.net/en/rtx-5090-96gb

10/31/2026

>HairDeck: Animation-Ready Stylized Hair Cards from a Single Image
https://hyzcluster.github.io/HairDeck

>MiniMax H3 X2 Detail VAE
https://huggingface.co/speach1sdef178/MiniMax-H3-X2-Detail-VAE

>Pika H3 Flex Turbo LoRA
https://huggingface.co/akhaliq/Pika-H3-Flex-Turbo-LoRA

>Primal VAE
https://huggingface.co/ostris/primal_vae

>Tessera: Production video upscaling for ComfyUI, built on MiniMax H3 — 544p to 4K/8K on one consumer GPU
https://github.com/hashu786/ComfyUI-Tessera
>>
File: debo_news_00020_.png (2.42 MB, 1792x1312)
2.42 MB PNG
>mfw Research news

11/02/2026

>RADI3N: GeometRic ImAge EDiting via ParametrIc 3D CoNtrol
https://arxiv.org/abs/2610.40973

>GenDSR: Transferring Representations from Video Generation Models for Dynamic Spatial Reasoning
https://arxiv.org/abs/2610.41314

>Any Forcing: Any-Step Generality and One-Step Stability for Autoregressive Video Generation
https://arxiv.org/abs/2610.42031

>Latent Reasoning in Continuous Space for Unified Multimodal Models
https://arxiv.org/abs/2610.42149

>GeoFlip: Benchmarking Geometry-Sensitive Physics in Video Generation
https://arxiv.org/abs/2610.42002

>A Better Critic Matters for Distribution Matching Distillation
https://peppaking8.github.io/critic-matters

>No Channels Left Behind: Understanding Diffusion Acceleration through Residual Gates
https://arxiv.org/abs/2610.40914

>TACO: Trajectory-Aware Curvature Observation for Memorization Localization and Mitigation in Diffusion Models
https://arxiv.org/abs/2610.41520

>Grounding Image Composition with Label-Conditioned Visual Evidence
https://arxiv.org/abs/2610.41080

>MoETok: Sparse Expert Routing for 1D Visual Tokenizers
https://gjhhust.github.io/moetok-project

>Coarse3D: Controllable and Faithful Sparse Structure Generation for Image-to-3D
https://arxiv.org/abs/2610.41231

>From Evaluation to Evolution: Benchmarking Image Editing and Evolving Image Models
https://arxiv.org/abs/2610.41210

>Scout-Refine-Correct: Teaching Flow Models to Refine Their Own Samples
https://arxiv.org/abs/2610.41598

>Retrieval-Augmented Initialization with Dual-Guided Inversion for Flow-Based Inverse Problem Solvers
https://arxiv.org/abs/2610.41695

>Understanding the Performance Plateau in Text-to-Video Retrieval: A Comprehensive Empirical and Linguistic Analysis
https://arxiv.org/abs/2605.00826
>>
>>110228425
We don't need this, you have been posting dead links too according to other anons
>>
/pdg/ - Porn Diffusion General
>>>/hr/5300860
>>>/hr/5300860
>>>/hr/5300860

Migrated to /hr/
>>
>>110228434
>>110228425
Thank you
>>
blessed thread of frenship
>>
>>110228441
ew the fuck kinda shit those guys are into? That OP image looks disgusting
>>
>>110228447
Peepee-jack this, Doodoo-anon that. it stinks like a bus station toilet in here.
>>
>loses daily
>still persists
Just close the tab
>>
>>110228447
nice "tripcode"
>>
File: debo_cg_dms_00005_.png (2.66 MB, 1792x1240)
2.66 MB PNG
>>110228447
no problem catjack! great to see you acting more mature and trying to be a respectable member of the community
>>
>replies to himself in his autistic pointless samefagging
>>
>>110228347
TY for real bake anon
>>
Ah, I see the troll is going into overdrive after getting wiped by mods. Shame because he was so cocky and sure of himself before
>>110228499
Yeah I dont know why debo won't take a hint that no one here likes him at all
>>
>>110228441
based and ty
>>
>>110228513
He participates in that's why
>>
>>110228491
Thank you and I hope you can forgive me.
>>
>>110228487
He's going to spend all day crying in here but it's not like that's any different than any other day of the week kek
>>
i don't get fun poses and angles in Moss. any tips??
>>
>>110228560
prompt them.
>>
>>110228513
I think it's still a massive win for the non schizo population of /ldg/ jeetjak. To include the links that nobody cares about and delete the other thread that was made earlier sasori was forced to bake a proper collage thread, which is ultimately what anons care about. Though I do wish he would stay in his degen porn thread tbdesuhonest
>>
Mods please sweep this faggot and range ban his proxies
>>
>>110228487
>>110228499
>>110228513
>>110228543
>>110228582
Fake catjack, ignore
>>
How are people training their character loras with success? I've tried both OT and AIT and the results are not great. Genning on SFT and the image is all warpy/bowed. I don't understand how people are achieving perfect likeness. Krea 2 was is easier to train
>>
>>110228593
Dataset needs to be at least 20-30 images this time around, other than that you can use the default settings and it should work exactly the same but it'll take a few thousand steps more
>>
>>110228568
You have so much to learn newfren, or you're just pretending to be new :]
>>
>>110228560
Have you tried, and this might be crazy, prompting for the poses? I know, really niche idea but it just might work.
>>
>>110228560
my anima (danbooru) wildcards for posing, framing, composition, focus, etc work with moss
>>
>>
>>110228648
Kill yourself.
>>
>>110228648
Love yourself
>>
>>110228648
The white fog around the character comes from a shit lora that uses too many white background images, in case you ever want to improve
>>
>>110228648
Have you ever considered posting on /aco/ csdg? Great thread there, no debo and can post nsfw freely. You'd be in a good company
>>
>>110228658
This is scatjack for sure
>>
why didn't you put my gen in the collage
fuck you
>>
>>110228681
No.
>>
imagine your gen being so shit that anon puts a real anime screencap in the collage instead of your gen lel
>>
>>110228648
Beautiful gen, better than my own.
>>
>>110228513
>Ah, I see the troll is going into overdrive after getting wiped by mods
It's so obvious and I almost feel bad that he spends his time doing it cause it's all for nothing
>>
>>110228695
We call him disabled for a reason
>>
>>110228672
>The white fog around the character
It's also a booru tag
>>
>>110228722
shhhh, he doesn't understand anything and talks out of his ass only to seethe
>>
What's up with schizophrenia in this general
>>
>>110228722
>I intentionally make my image unappealing and look like slop
oh ok then, more power to ya with your cartoon gens slopjak
>>
>>110228745
A unemployed disabled NEET decided to post here 24/7 5 years ago and has taken less than 5 days off per year to post 15+ hours a day
>>
>>110228745
The schizo despises this general because it took all the activity away from his home thread so he sits here all day and trolls
>>
>>110228756
>>110228759
I'll be honest, those posts don't sound sane either
How would you know this for sure?
>>
File: ComfyUI_temp_gaksi_00047_.jpg (932 KB, 3046x2016)
932 KB JPG
Don't think there's much point in genning above 1MP as a one pass with moss. This is 3MP 50 steps and the small details aren't much improved vs 1MP. You're probably better off tiling.
>>
>>110228745
People hate the fact that I'm creating a bloat free frontend for ai development and cumfart got his lackeys to attack me and basically cancel me
she did the same think with A1111 and ran him out of here too
>>
>>110228775
trust me at 8mp things improve drastically
>>
>>110228778
what frontend?
>>
>>110228772
You're right, you should go to /sdg/
>>
>>110228745
the rentry links being in the OP are a hill the schizo will literally die on
>>
>>110228610
Perhaps that is my issue I've always trained loras with as few images as possible (8-15) and had great results with SDXL, ZiT, Krea 2
>>
>hes still crying about getting wiped by mods
lole
>>
>do the same thing for months
>force mods to actually post
>surprised they now auto ban you despite them doing it 4+ times a day
I'm tired boss
>>
>>110228775
>the small details aren't much improved vs 1MP
Moss is nice at 1MP but strong disagree that it's not worth going bigger
>>
>>110228801
Oh yeah, moss is kind of retarded like that, so small datasets don't work from my experience either. But large ones +30 work pretty well
>>
>>110228796
Maybe they aren't that important?
>>
>>110228829
Seeing what they are doing now it actually is. Mods also endorse and back it. The faggots could just leave
>>
>>110228844
mods don't give a shit about links. there is zero consistency, they removed both rentry threads no rentry threads, let's not be dishonest here.
there was a massive board wipe an hour ago, that op got swept along. figure out what happened yourself
>>
uh oh melti
>>
>>110228863
>seething
I guess you need to get banned another three times?
Going to stay up all night and seethe after anons fix the bake?
>>
File: debo_cg_dms_00007_.png (3.24 MB, 1792x1240)
3.24 MB PNG
>>110228803
he's very upset!
>>
>>110228908
I don't give a shit. just don't lie
they removed both types of bakes many times and that's a fact
>>
>conveniently not mentioning how more non rentry troll threads have been wiped than rentry threads
Why are you still crying tho
>>
>>110228939
No you got wiped for being a faggot this happens constantly, you even baked early. Just fuck off you're only posting here because your asshole has been stretched and you can't let it go. You're severely mentally ill and all you do is bitch and moan and cry.
Going to spam Pepe again?
Going to flood the board again?
You are a waste of space
>>
>>110228863
>>110228939
Nta, but how you only push half the story to be persue is either dishonest or intentional.
>>
>>110228347
ok based OP WARNED me about premium AI BRAP content, I owe you one op, thx pham
>>
How much would it cost to do a FULL danbooru/e621 style tune of Moss? I'm not talking about a curated dataset I mean the whole thing.
>>
>>110228965
It's intentional he's been doing this for years and is mad that lead to both him and his friend being documented by anons after years of this faggotry.
>prove I did that
>NOT LIKE THAT
>PLEASE DON'T LEAVE MY THREAD
>I'M GOING TO MAKE YOU ALL SUFFER NOW
>EVEN IF IT TAKES YEARS
>>
>>110228935
could we hear your side of things? why do you think this crazy person keeps attacking you so much for no apparent reason?
>>
>>110228996
what they gonna scrape for training? It's not like there's photos of tentacle porn
>>
>>110229029
>what they gonna scrape for training
Uh.... danbooru and e621?
>>
>>110228425
>>110228434
Fuck off nigbo
>>
File: debo_cg_dms_00013_.png (2.5 MB, 1792x1240)
2.5 MB PNG
>>110229028
interpersonal drama is off topic!
>>
>>110229054
how you gonna mash it with actual photos?
>>
>>110229072
You got your ass blasted and rather post here than your containment thread because you're a lonely disabled schizo that will take any attention positive or negative.
I feel so bad for your family
>>
>>110228775
>Don't think there's much point in genning above 1MP as a one pass with moss
anon what are you smoking
>>
File: ComfyUI_temp_esovz_00004_.jpg (712 KB, 2496x1664)
712 KB JPG
Trying out tiled upscaling with moss, not working out so well. But I suspect it could work very well combined with bbox prompting or some kind of smart prompt splitting system.
>>
>>110229103
You can do a single 8mp pass and up to 10mp with the comfy lora
>>
>>110229099
>This is 3MP 50 steps and the small details aren't much improved vs 1MP
>>
>>110229110
usecase?
>>
>>110229117
More detail and higher quality gens?
>>
>>110229131
prove to me it's worth waiting 20min for 1 gen.
>>
>>110229139
That's a hardware issue that I can't help you with, with turbo at 15 steps it takes under 2 minutes for me.
>>
>>110229147
post gens.
>>
File: debo_cg_dms_00015_.png (2.74 MB, 1792x1240)
2.74 MB PNG
>>
>whell'of fourtione
>>
File: Silmarilynion.mp4 (3.83 MB, 1424x728)
3.83 MB
3.83 MB MP4
From the apendices.
>>
>>110229072
You and julien really deserve it
It's not a joke to distribute malware and wanting to doxx anons
>>
Some prompts really require you to gen around 1MP, like for authentic VHS or something. But in all other situations it is worth it to gen at a higher base res like 3MP or so.
>>
>>110229166
How have you still not figured out text kek
>>
>>110229331
He's disabled and lazy, everything is wildcards plus his computer is poverty tier so he can't use a LLM.
>>
>>
Best prompt and seed?
>>
>>110229408
I've give you my seed if you know what I mean....
>>
File: debo_cg_dms_00016_.png (2.33 MB, 1792x1240)
2.33 MB PNG
>>110229408
prompt: debo
seed: 1
>>
>>110229408
>1girl
>seed:8008135
>>
the sex movements h3 produces dont look quite right 90% of the time. and im already using all the loras and checkpoints and prompting i can
>>
I wish I could easily impart my kinosovl generation knowledge unto anon so all can enjoy making kinosovl like I do.
>>
>>110229359
4070 is poverty now?
>>
>>
>>110229449
Well you have to know what sex actually looks like IRL first...
>>
File: 1786145350112924.webm (1.25 MB, 1120x832)
1.25 MB
1.25 MB WEBM
>open my comfyui minimax .json
>prompt the anime i used to watch (they dont make them like that anymore), evil woman sits on throne
wtf minimax can do real anime?
>>
>>110229461
Yes debo it is for AI
>>
>>110229475
With MOSS and Minimax you can create literally anything you can imagine
>>
>>110229497
This. Unless sometime better comes out, I'm set for life with these two. And it is highly unlikely something better will come up due to the rising trend of filtering data, its only a matter of time.
>>
>>110229449
what do you mean, ive done all sorts of sex gens with accurate movements, insertions, oral, ejaculations, squirting, spitroast, and balls deep anal focus that culminates in a final deep thrust and hold
>>
>>110229461
It isn't, it's mid. Thread's always full of comfyorg employees who will always shame you for not buying the most obscenely priced nshittia garbage. Literally seen them advocating for taking loans to buy 4090/5090.
>>
>>110229442
Go back to your oh so alive containment general
>>
>>110229532
Debo used tax payer money to buy a GPU from the previous generation used. What the fuck are you talking about?
He's so bothered by anons talking about it he claims other people do what he did
>>
>>
>>110229532
>Literally seen them advocating for taking loans to buy 4090/5090.
seen that too. i wonder if they fomo'd some poor anon into debt with this
>>
simply close the thread if you don't like it :]
>>
>gets called out for his welfare GPU
>makes up fan fiction
Nothing wrong with the GPU disabo, the problem is you used welfare for it and got so ass hurt you tried projecting that on other anons
>>110229588
His Aspergers won't let him
>>
>>110229461
I wouldn't even put one of those in my rig for free, in fact let's say something really bad happened to me and I had to use it as a placeholder in the meantime, I would be grappling with a dark mental spiral, reflexively effort grunting "Oh my god", prompting those closest to me to ask "Everything alright?" and I'd just say "Yeah man" until my situation became better.
>>
>>110229578
It's now or never baby, shit's getting real bad
>>
here they are kek
>>
>>
File: debo_cg_dms_00017_.png (2.96 MB, 1792x1240)
2.96 MB PNG
>>110229588
agreed
>>
>>110229471
>>110229528
are you doing futa on female? what seems to happen is it makes the futa thats doing the thrusting also do like a cowgirl motion where she is also kind of bouncing up and down instead of thrusting her feminine penis into the womans vagina
>>
>>110229627
That chess coherency is pretty crazy. Nice job
>>
>>110229633
The Chinese don't recognize female penises
>>
>>110229633
>are you doing futa
no since i am not a gay (homosexual)
>>
>>110229644
so you are genning men?
>>
>>110229669
You're a faggot and future troon/troon fucker
>>
still waiting on those >1MP moss gens.
>>
>>110229627
But you love talking shit about ldg in sdg?
>>
I used to enjoy using Grok to edit ewhores. Can I still do it locally with comyfui? Any good model?
>>
>>110229683
Are you allergic to going into previous threads to see them?
>>110229691
Yeah
>>
why is this guy asking for common to find gens in the thread?
>>
>>110229710
There's literally nothing in this gen that would benefit from >1MP.
>>
>>110229721
Show me then
You always talk but never show and just seethe
>>
>>110229731
post prompt
>>
>its sucks
>okay maybe not but it's untrainable
>okay maybe you can train it but uh... it sucks at >1MP
What's the next FUD?
>>
>>110229741
It's not even FUD, I'm saying these anons are just wasting their times genning at >1MP when they would be getting the exact same gen at 1MP.
>>
>>110229741
Le catastrophically forgetting?
>>
>>110229751
Not my problem, sounds like a personal issue anon
>>
>when they would be getting the exact same gen at 1MP.
this is such a weird thing to say... for what purpose would someone lie like this?
>>
>>110229768
If you mean anima, it wasn't a fud, it was true. It's the main reason it became a dead end for lora and finetune trainers
>>
>>110229773
How would you like to gen 3x faster? for the same results? This is what I'm proposing. Do you have brain damage?
>>
File: MossHR_00185_.jpg (2.67 MB, 4096x2304)
2.67 MB JPG
>>110229774
He's lonely that's why
>>
>>110229783
Weird how you say that yet there are tons of loras that don't suffer from "catastrophic forgetting" that anons have posted here. Very strange.
>>
>>110229787
Post your gens, because unlike you I tested it and images improve up to 8mp. Are you upset other anons can take full advantage of the model?
There is nothing you can create that could even touch the average most poster either.
>>
>>110229787
>for the same results
Do you understand how image generation works, anon?
>>
>>110229811
not exactly same 1 to 1 identical seed results fucktard
>>
>>110229822
How about you retard
Too poor to run the model?
>>
>>110229808
Post your prompt and I'll show you what it looks like with my 1MP workflow.
>>
>>110229627
Hey debo! Why did the activity of /sdg/ dramatically vanish today?
Oh, nigbo-gurl is also fed up with your containment general and bumping it every single day so it doesn't fall off the catalogue (again) :[
>>
>>110229833
>>110229787
>>
nigga really trying to say that increasing the resolution doesn't make for better gens when the model goes up to 3MP natively kek
>>
>>110229834
I'm not helping you scrub, you have posted nothing and the burden of proof is on you.
You can seethe now because you won't post shit because it would out you as belonging to /sdg/
>>
How do I use a model that's split into several files like this?
>>
>>110229808
>he thinks his gens are "good"
LOL
>>
>>110229822
I mean if you had some sort of actual logic behind your argument other than "just trust me it's not worth it" then I would take your posts seriously. However, since you've spent the past I don't know how long sperging out, I have to assume you are trolling. Good day anon.
>>
>>110229846
Yes, that's exactly what I'm saying. going above 1MP doesn't meaningfully improve the quality of small details or the overall composition of the image. You're essentially just doing a very expensive hi-res pass.
>>
Why are you guys constantly on edge?
>>
>>110229855
Dodging are we?
Alright anons he's seething and is trying to rush bump limit again.
>>
>>110229877
Not even the same anon
Your wildcard slop is slop
Continue your melty
>>
>>110229848
Funny how you won't share your prompt so we can compare outputs.
>>
>>110229885
he won't share. he treats those threads as his slop gallery and never helps people out
>>
Going to cry now that you have to post a gen?
>>
>>110229869
See >>110229868
>>
File: debo_cg_dms_00019_.png (2.89 MB, 1792x1240)
2.89 MB PNG
>>110229835
whats a nigbo-gurl ?
>>
>>110229908
You're implying that I don't post gens in here daily.
>>
>>110229868
>actual logic
The model wasn't trained on 3MP images?
>>
>>110229914
dude there is "3 anons" posting in your containment general daily and one is missing
even if you didn't know who he meant by the name it's still clear if you are not a full blown mental cripple
>>
>>110229934
Why are you so angry at him? He asked a reasonable question.
>>
hmmm???
>>
>Still hasn't shown his work
>Still talking to himself seething
Are you too vram poor to test it or something?
We don't care about your bitching and moaning
>>
>>110229960
>4096
well?
>>
just genned a fantastic cock with krea 2
>>
If moss was only trained at 1024px how did they make it so it looks better at higher resolutions?
>>
>>110229975
holy fuck you're actually retarded??
>>
>>110229982
it doesn't look better, it just doesn't look worse
>>
Sorry I'm gunna gen at >1MP
UGHHH i know I know
But I'm gunna do it anyway
>>
>>110229989
Have you posted any proof yet?
>>110229850
Download the version from ComfyOrg it's a single file.
>>
Be very careful with what you reply to this post.
>>
>>110230038
tl;dr
post a gen
>>
>>110230038
>when working with higher resolutions, it's better to use zero-centered absolute coordinates rather than relative coordinates
The devs even give us tips for using highres, nice
>>
desu percentage-based coordinates work well on gens larger than 1mp too from my testing
>>
>>110230038
really telling you can't even post one of your obviously superior gens
>>
Oh no ...
>>
>>110230038
nobody's got time to read this crap
>>
>>110230059
>tl;dr
Here
>>110230065
>>when working with higher resolutions, it's better to use zero-centered absolute coordinates rather than relative coordinates
He's illiterate and doesn't realize his screenshot proves the opposite of his claim that "higher resolutions =/= better gens"
>>
>>110230086
>higher resolutions =/= better gens
Yes, this is what the paper is saying.
>>
>>110230083
>reading
lelz you just send the pic to your agent
>>
>>110230100
They're giving you tips on how to not fuck up high res bbox gens you should take notes
>>
Anons are crazy paranoid here
>>
4chan is crazy paranoid in general
>>
>>110230109
yes, you can also clearly see that there's no meaningful improvement in the gen at higher res vs 1MP and that without doing bboxes the model will just do a 1MP gen with added padding.
>>
>>110230127
>no meaningful improvement
A higher resolutions giving the model more room to work isn't a meaningful improvement? First you said higher resolutions aren't better because they only trained on 1024 but now you've pivoted to bboxes?
>that without doing bboxes the model will just do a 1MP gen with added padding
Circle where they say or illustrate this in >>110230038
>>
>>110230127
>and that without doing bboxes
all three examples in that screenshot are using bounding boxes anon are you unable to read?
>>
Can you idiots stop replying to him?
>>
I will now exclusively gen moss at 1MP
>>
File: ComfyUI_temp_hipuj_00001_.png (2.48 MB, 1328x1664)
2.48 MB PNG
>>
firing up the kino reactor
>>
>>110229875
Since this hobby is in some ways skill based, it leads to many bruised egos.
>>
>>110228593
What are your training settings?
>>
>>110230252
It's still funny to see shitters stay shitters even after all the advancements in technology
>>
I could be making so much money because my kinosovl is so unlike and above most genners.
>>
>>110230282
same tbqhf
>>
File: peachylips.jpg (330 KB, 1248x1248)
330 KB JPG
>>
>>110229875
Because we're edging
>>
>>110230245
i have taken my seat
>>
People will listen to the retards of this general and wonder why all of their shit only appears at the bottom right of the image
>>
>>110230310
>all of their shit only appears at the bottom right of the image
? Never had this happen to me
>>
>>110230328
Someone's insecure about their genning abilities?
>>
File: ComfyUI_temp_neaty_00021_.png (3.03 MB, 1747x1165)
3.03 MB PNG
>>
What should I prompt?
>>
>>110230422
kinos
>>
>>110230439
With or without the sovl?
>>
>>110230422
cute pp's
>>
>thread challenge
gen something good
>>
File: ComfyUI_temp_qnmxp_00002_.png (2.93 MB, 1165x1747)
2.93 MB PNG
>>
>>110230456
if you have no budget constrains, then max out the sovl
>>
can you really make a better custom sigma schedule than the default ones?
>>
File: Hot Action.mp4 (1.34 MB, 880x688)
1.34 MB
1.34 MB MP4
>>110230476
OK
>>
>>110230527
The only better custom sigma I remember using was the one for doing LTX in 8(10?) steps
>>
File: debo_cg_dms_00039_.png (2.82 MB, 1792x1240)
2.82 MB PNG
>>110230476
>>
>>110230552
>>110230481
>>
>>110230527
Comfys beta scheduler is actually taken from a third party scheduler pack fun fact
>>
>>110230564
is there a link to that pack? i want to see if my models are in there
>>
>>110230530
dude, I just ate..
>>
>>110230573
https://github.com/ClownsharkBatwing/RES4LYF
>>
>>110230573
>i want to see if my models are in there
dont worry i just checked and they arent
>>
File: 1779513350383379.png (2.35 MB, 1536x2048)
2.35 MB PNG
>>
File: Moss_8mp_00003_.jpg (1.81 MB, 2368x3552)
1.81 MB JPG
>>
>>110230633
nice
>>
>>110230615
thanks but i looked through the code and i don't see a list of numbers so i am guessing they programmatically generate it
>>
File: Hotter.mp4 (1.68 MB, 880x688)
1.68 MB
1.68 MB MP4
For the anons participating in no-nut November, may this help you on your retarded journey.
>>
I'm busting nuts freely
>>
>>110230615
No updates for moss? I need my bong hit transplant
>>
/adt/ has zero fighting spirit and gets cucked daily.
>>
>>110230712
Please don't bust on me anon
>>
>>110230748
Nothing is stopping you from using now. Samplers/schedulers aren't hardlocked. But if you want to use the Spectre speedup node, that one is locked to er_sde
>>
File: QuantumQueen.jpg (1.54 MB, 4096x4096)
1.54 MB JPG
>>
>>110230813
I find that sampler horrible for moss
>>
>>110230824
Which one? er_sde you mean? It's probably the best one for moss, but it adds noise, so it's not great if you want consistency, but it's great for creative stuff.
>>
>>110230813
I was meaning more of the weird stuff that guy puts out not just his oddball samplers/schedulers
>>
>>110230873
It really isn't for me, things are less accurate like basic stuff written in the prompt. Dpmmp_sde is better imo for more saucy gens
>>
what happened to that hyper realistic speech bot that people were spamming a few days ago? did they release the weights yet?
>>
>>110230879
Well, ditto for that as well, no? Or have you found something that was broken with it with moss? This shit is usually model-agnostic unless the node was made specifically for a single model.
>>
i was trying to gen 0.5 pega pixel 0.5 sec videos of h3 just to find good reference images but i think this is fucking up the video frames, it generates a lot more nonsense then if i were to try to make a regular video
>>
>>110231031
i noticed something similar too. i was doing minimum length generations to figure out a clothing description, and then the longer videos made it look different
>>
I apologize for being retarded to everyone
>>
File: 1777442787000487.png (3.26 MB, 1536x2048)
3.26 MB PNG
>>
>>110228347
So, is MOSS a real model or is it a meme?
I've seen some people posting it around and every single gen I've seen was dogshit

Also I don't care about realism, I care about style variety
>>
>>110231191
You seem too retarded for a honest response seeing how you can't scroll threads
>>
>>110231191
MOSS sucks. Gens are SDXL level. It generates blurry images and body horror frequently.
>>
File: fishy2.jpg (338 KB, 768x1360)
338 KB JPG
>>
>>110231209
I see several moss gens better than the entirety of your body of work.
>>
>>110231196
I can
I won't
But I'm not too retarded for a honest response, I promise
>>110231209
>Gens are SDXL level
Yeah it's what I've noticed. But maybe it's just niggas being bad, wouldn't be surprised. Everyone thinks of the slop grease when picturing AI gens for a reason.
>>
>every single gen I've seen was dogshit
Oh yeah? Link every single one ever posted to this general
>>
Do you not see anons making complex text based and multi character prompts using just the model?
Look back multiple threads and you can see that
>>
>>110231191
You'll probably get filtered by it just stay on krea or whatever desu
>>
>>
>>110231245
Doesn't matter all that much if they look like shit
The point of an image is to be appealing
But if there's significant improvements over others then it's a good beginning ig
>>
>gaslit by moss
>not enjoying the kino that is flux 3
>>
>>110231275
Can you give examples or are you that bored retard that runs away when asked to point things out and show what he can make?
Don't you get bored doing this all fucking day?
>>
>>
File: 1791477203042106.png (339 KB, 1338x732)
339 KB PNG
>take a week off due to real life
>come back and check the threads
>figger naggots still sperging and having nonstop melty over things in their head
>>
>>110229982
It doesn't look better. It's just a simple upscale with pixel blur.
>>
Why do some anons lie so much about new models being bad when it's clear they aren't? Are they monetarily invested in lying about new models or something?
>>
>>110231323
Even worse, they are emotionally invested in old models.
>>
>>110231284
>he thinks I'm some resident schizo
I'm a random nigger that occasionally drops in here every three or so months so I can ask questions
Seems MOSS users are a tad sensitive
>>
>still no proof
Speaks volumes
>>
>>110231298
Fuck I didn't see this when I was writing >>110231331, that's exactly how I feel right now lol
>>
>>110229497
minimax is extremely fucking slow, took 12 minutes for a 10 second clip
>>
File: debo_cg_dms_00044_.png (2.39 MB, 1792x1240)
2.39 MB PNG
>>110231298
>still sperging and having nonstop melty over things in their head
we will never be free
>>
File: QuantumQueen2.jpg (1.68 MB, 4096x4096)
1.68 MB JPG
>>110230822
>>
>>110231331
See >>110231337
>>
>>110231343
there exists a better and faster video model, but i don't think we are ready for that discussion
>>
File: ComfyUI_temp_gnnmb_00001_.jpg (355 KB, 1328x1744)
355 KB JPG
>>
>>110231337
>>110231365
yeah nigger you think I have a folder with every gen I don't like? or would you have me go around trying to find one just to prove some point?
I said most of what I've seen was bad, and was wondering if it was actually good. I don't actually have a bias.
If you thought so you could post a good gen and say "yeah it's good because of this and that" and that's it, I'd believe you
>>
>/pdg/ - Porn Diffusion General
>>>/hr/5300995
New thread up.
faggot /hr/ janny deleted without even issuing a warning.
>>
>>110231374
So you're just sperging out over nothing, then?
>>
>>110231392
looks like it, still no proof or gens from him too. Very low IQ as expected
>>
>>110231374
>and was wondering if it was actually good.
It is good. Native 3MP, bbox support, a nice vae, trained on NSFW (and gore stuff), has some anime in it too. Any other questions?
>>
he comes in here every day to troll, but you still reply? why do you do that?
>>
>pretending to be retarded
Shiggy
>>
>>110231429
He will have conversations with himself to spread misinformation.
It's good to have anons call him out which makes him look retarded when asked to explain/show work.
>>
>>110231372
Cool style
>>
>>110231448
Thanks
>>
>>110231410
Thank you
Does it take natural language and/or booru tags?
Also, does it recognize artist styles?
>>
>>110231460
can you not read the op and read the model page?
>>
>>110231370
i went back to ltx, not sure which one you're talking about. inb4 wan 2.2 kek
>>
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799 KB JPG
>>
File: 1791789071474619.png (2.89 MB, 2048x1536)
2.89 MB PNG
>>
>>110231460
>Does it take natural language and/or booru tags?
Both work from my testing.
>Also, does it recognize artist styles?
It knows big names but I have yet to see anyone do extensive artist testing. It knows quite a bit outside of artists tho too desu.
>>
File: Khajit1.jpg (1.9 MB, 4096x4096)
1.9 MB JPG
>>
File: 1.jpg (161 KB, 880x1184)
161 KB JPG
>>
File: Wimoweh.mp4 (1.74 MB, 656x960)
1.74 MB
1.74 MB MP4
>>110231286
>>110231343
97 seconds for this dumb one-shot. Don't fall for the turbo FUD.
>>
>>110231511
You didn't have to say it was a turdbo gen we could all tell
>>
>>110231469
>i went back to ltx
that's the one
>>
>>110231460
>Does it take natural language and/or booru tags?
You can even tag-soup it like SDXL and not just booru tags but any comma separated list. It's basically SDXL but modern and really good.
>>
File: ComfyUI_temp_qnmxp_00008_.png (2.87 MB, 1165x1747)
2.87 MB PNG
>>110231511
>>
>>110231487
Thanks anon
>It knows quite a bit outside of artists tho too desu
Huh, like?
>>110231548
Maybe I should try setting it up to see it firsthand then
>>
>>110231500
fuuuu there was this stupid chick I knew in town years ago who looked similar to this including oversized floppers. her nick name was blowjob queen since she seemed to suck everyones dick daily. she ended up getting knocked up after high school 3 time and by different guys. she also got drunk once at a party and some of the chicks convinced her to do jumping jacks. side nickname of Boobs McGee and jumping jack flash.
>>
>>110231577
did the blog factory explode
>>
>>110231031
>>110231082
H3 only support 24fps and changing resolution or length will completely change the seeds output.
>>
File: 00012-2340451434.jpg (617 KB, 2304x2304)
617 KB JPG
>>
>>110231566
>Huh, like?
I just mean they didn't skimp out on the dataset. No synthslop, very clearly trained on amateur porn, gore... and it clearly knows many art styles when you describe them with NLP and in a way where you have enough seed variety to get interesting stuff (like how you could just slop out 1girls with SDXL on random seeds) but not too much where it's impossible to lock into a style IMO.

It's not perfect but it is very much the most uncensored foundational model released to date.
>>
>>110231586
i mean that the structure of the clothes would become slightly different
>>
File: Wimoweh2.mp4 (3.85 MB, 688x1072)
3.85 MB
3.85 MB MP4
>>110231511
Actually I fucked up. It was 79 seconds after the first gen AND I forgot to interpolate.
>>
>>110231577
nice
>>
>>110231191
>I've seen some people posting it around and every single gen I've seen was dogshit
this is why i stay away from civitai and most ai threads because the average genner has such a twisted sense of aethetics it makes me trow up
moss is good tho anon you should try it
>>
>>110231716
>>110231716
>>110231716
>>
>>110231582
uh oh a cross dressing bi male is big mad someone posted about natural born females something the bi cross dressing MALE will NEVER be. *hands you tissues for your cross dressing male tears*
>>
>>110231629
>No synthslop, very clearly trained on amateur porn, gore
That's really nice
>>110231644
>the average genner has such a twisted sense of aethetics it makes me trow up
Yeah this is why I gave the model the benefit of the doubt
>>
File: 1779644996181406.png (3.33 MB, 1024x1536)
3.33 MB PNG
>>
>>110231867
Nice! I think the scale of the hanged guys is a bit off, they should be smaller
>>
>>110231959
you're right. I tried genning it couple of times and changing the prompt and that's the best one i got.
>>
>>110231987
whats the prompt, im curious if i could scale them
>>
>>110232001
Beneath the gantry, over open air, six small dark bodies hang from short ropes in a loose row, clearly suspended with nothing under their feet, silhouetted hard against the bright sky. They hang slack and still: heads dropped forward, arms dangling straight down, toes pointed, their cloaks hanging in long straight folds, snow gathered on their shoulders.



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