MOSS GrowsDiscussion and Development of Local Image, Video, and Audio ModelsPrevious: >>110090311https://rentry.org/ldg-lazy-getting-started-guide>UIComfyUI: https://github.com/comfyanonymous/ComfyUISwarmUI: https://github.com/mcmonkeyprojects/SwarmUISDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineageWan2GP: https://github.com/deepbeepmeep/Wan2GPNeural-Pixel (sd.cpp): https://github.com/Luiz-Alcantara/Neural-Pixel>Checkpoints, LoRAs, & Upscalershttps://huggingface.co/modelshttps://huggingbay.xyzhttps://civitai.comhttps://civitaiarchive.comhttps://openmodeldb.info>Tuninghttps://github.com/spacepxl/demystifying-sd-finetuninghttps://github.com/ostris/ai-toolkithttps://github.com/Nerogar/OneTrainerhttps://github.com/tdrussell/diffusion-pipehttps://github.com/kohya-ss/sd-scriptshttps://github.com/kohya-ss/musubi-tuner>MOSS Image https://github.com/OpenMOSS/MOSS-Image>Qwen Image 2.1https://huggingface.co/Qwen/Qwen-Image-2.1>MiniMax H3https://huggingface.co/Comfy-Org/MiniMax-H3https://neta.art/use-cases/en/h3-1000-prompt-list>Animahttps://huggingface.co/circlestone-labs/Animahttps://animastyles.thetacursed.comhttps://tagexplorer.github.io/https://animadex.net>Krea 2https://huggingface.co/krea/Krea-2-Rawhttps://huggingface.co/krea/Krea-2-Turbohttps://lumenastrum.github.io/clio-style-preview/gallery/>MiscShare Metadata: https://catbox.moe | https://litterbox.catbox.moe/Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusionArchive: https://rentry.org/sdg-linkCollage: 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 Qualityhttps://rentry.org/debohttps://rentry.org/animanon
>mfw Resource news10/17/2026>MOSS-Image-SFT (INT8 ConvRot) for ComfyUI https://huggingface.co/Abiray/MOSS-Image-SFT-INT8-convrot>Run Models Optimally On Your Local NVIDIA AI Systemhttps://nvidia.github.io/local-ai-inference-recipes10/16/2026>MOSS-Image: Text-to-Image Generation with Native Layout Controlhttps://openmoss.ai/MOSS-Image>MOSS-image ComfyUI Repackagehttps://huggingface.co/Comfy-Org/MOSS-Image>MiniMax-H3 Sol Engine in ComfyUIhttps://github.com/NVlabs/Sana/tree/sol-engine/models/minimax_h3/Sol-H3-ComfyUI>lodestones / MOSS-Image-SFT-8-steps-dmdhttps://huggingface.co/lodestones/MOSS-Image-SFT-8-steps-dmd/blob/main/lora.safetensors>FLUX.3 Klein RefModshttps://huggingface.co/datasets/malcolmrey/various/blob/main/flux3klein/docs/FLUX3_KLEIN.md>Sakura — FLUX.3 Image Klein text encoder, uncensored (GGUF) https://huggingface.co/webmp3/Sakura-FLUX.3-Image-Klein-TextEncoder-Uncensored-GGUF>SCOPE: Semantic Bounded Credit Optimization for Prompt Engineering in Text-to-image Generationhttps://github.com/MAC-AutoML/SCOPE>Which Tokens to Merge? Diffusion Dynamics for Efficient Image Generationhttps://github.com/SeungJuCha/DaTMe>Beyond Pairwise Repulsion: Collective Diversity via Determinant Maximization in Diffusion Samplinghttps://github.com/mobled37/DetNO>Seeing Both the Forest and the Trees: Reusing Holistic 3D Priors for Part-Decomposed Generationhttps://zhao-yiqun.github.io/structparts>Purify Before You Align: Improving Representation Alignment for Diffusion Modelshttps://yingheng-wang.com/LAP>MYOPIA: Understanding the Limits of Tree-Based Reasoning in Vision-Language Modelshttps://github.com/islammesabah/VLM_Classification>Valtz: Native macOS app for generative creation and composition, powered by Vpipehttps://github.com/tgo-app-dev/valtz>ComfyUI v0.41.0 releasedhttps://github.com/Comfy-Org/ComfyUI/releases/tag/v0.41.010/15/2026>FLUX 3 Imagehttps://bfl.ai/models/flux-3-image
>mfw Research news10/17/2026>DINO-FIL: Multi-Layer Transformer Fusion for Generative Inpainting Forgery Localizationhttps://arxiv.org/abs/2610.21780>From Sketch to Scene: Relightable Garment Reconstruction from Marked Sketcheshttps://arxiv.org/abs/2610.21865>Efficient Scene-Text Refinement via Pixel-Space Grouped Image Generationhttps://arxiv.org/abs/2610.18284>RepForcing: Representation-Space Initialization for Autoregressive Video Distillationhttps://arxiv.org/abs/2610.20111>LoopREG: Representation Supervision Enables Test-Time Recurrent Depth in Diffusion Transformershttps://arxiv.org/abs/2610.17877>EmoGenie: Benchmarking and Evaluating Expressed and Evoked Emotion in T2I Generation with MLLMshttps://arxiv.org/abs/2610.18455>WaveMark: Robust Wavelet-Domain Image Watermarking for Diffusion Modelshttps://arxiv.org/abs/2610.12952>Scaling Unified Multimodal Models to Long-Horizon Interleaved Generationhttps://arxiv.org/abs/2610.17080>Towards Cost-Efficient Video Dataset Construction with Large Language Modelshttps://arxiv.org/abs/2610.16857>Image Tokenizers Should Be Trained Between Imageshttps://graphics.cs.uni-tuebingen.de/papers/interptok>PLAYGROUND: Progressive Layout Generation with Render-Grounded Planninghttps://arxiv.org/abs/2610.18865>Efficient Fréchet Distributional Decoder Alignment for Latent Generative Modelshttps://arxiv.org/abs/2610.17466>Cross-Prompt Inference Mitigates Rare-Class Suppression in Imbalanced VLM Finetuninghttps://arxiv.org/abs/2610.21470>AdaLoop: Thinking with the Vision Encoderhttps://arxiv.org/abs/2610.21323>NOFACE3D: NOise-scheduled Focused Anchoring and Controlled Enhancement for 3D Generationhttps://idkcouscous.github.io/NoFACE3D>VAttnPO: Visual Attention-Guided Policy Optimizationhttps://arxiv.org/abs/2610.16735>Making Transformers Logicalhttps://arxiv.org/abs/2608.00418
>>110094188
>>110094188>>110094199Fuck off disabo no one likes you
>>110094188>>110094199Celibate on troonjak everyone hates them
big night out for BFL Red Teams tonight, go on lads you deserve it
>>110094169I don't get how you're not ashamed posting your extremely sloppy and low quality images as collage over and over again when we have great gens made in the last thread.Autism and schizophrenia must be one hell of a drug cause I'm feeling 2nd hand embarrassment just looking at that shit
>>110094188>>110094199thanks!
>>110094247you could just make a collage and post it
>>110094253or you (he) could just make a fucking collage or better yet not bake if he is too untalented and retarded to mash up a few pictures into one
>still ban evading>just to seethe and get banned againEven the mods won't back you after seeing your multi month meltdown.
>>110094247his computer is too trash to run the collage script
>>110094265its better to not have a collage in OP. collages foster a culture where anons only post images to try and get into the collage, and anons excluded become bitter and shit up the thread
>>110094277it fosters a culture of posting images?
Expect him to be more bitter after the mods deleted all his threads including his bake that came first.He's very upset that nobody supports him
>>110094298it leads to anons only posting images the collage maker likes in order to get into the collage
tranime xisters....https://www.reddit.com/r/StableDiffusion/comments/1x7zf1r/comment/phc08a1
>>110094277>I'm against competitive behavior that encourages people to improve their craftSo you prefer the current situation where this guy keeps posting his low quality garbage slop as op over and over again because he doesn't make it into the collage otherwise most of the time? You mean that behavior that quite literally causes flamewars and encourages people to not post at all?No collage is actually fine, but not when it's a retard gen, make it a neutral image then unrelated to anyone, especially some dramaseeking avatarfag>>110094310You mean high quality images, yes? And that is a bad thing why?
>>110094310You're retarded. There is no single collage maker. collage is thread culture.
So this model is only capable of generating Y2K style digital camera aesthetic?
>>110094321and if the collage make doesnt pick high quality images?
>>110094169Is the anon/are the anons who gen music currently ITT? I wrote a vaguely /g/-related parody of this song's lyrics (syllable count is 1:1) and was wondering if someone could try genning the full song on the basis of those new lyrics:https://www.youtube.com/watch?v=yhMkYF7hvYYParody lyrics:>https://pastes.io/aFPQVaAY(another anon already said these aren't formatted properly but I dunno what exactly to change)Trimmed FLAC audio:>https://files.catbox.moe/719wrn.flac
>>110094310>the collage makeranyone can make a thread, retardyou deserve the cancer that is julienfucking avatartranny subhumans
>>110094353nigga you pick the images yourself
>>110094313why the fuck do people use reddit
What's MOSS?
the body type flexibility of moss seems to be quite... malleablehttps://files.catbox.moe/sorpfu.jpg
>>110094368ask there why they posted that there instead of here
>>110094374milkies on straight shota
>>110094375She has claws.
>>110094375those bobs are about to rip off her body
Dent is making a imaginary issue, I simply baked because nobody did. Ignore him, there's no issue with what you use as OP image.
>>110094375glad i rolled the dice on that one, i was half expecting a tranny or some furry slop.
>>110094368Can't speak for anyone else but it's a nice one-stop-shop for forums about any interest imaginable, no matter how niche. Also, porn. Of course, its insufferable wokie Discord troon mod brigade and overall gay-as-fuck userbase puts a huge damper on its appeal but still, there isn't really any 1:1 alternative. 4chan comes close in some sense but isn't nearly as diverse in the breadth of topics covered by its boards. Much smoler userbase, too (which has its own advantages and disadvantages of course).
>>110094353And what if he does? What a retarded question to ask really.So far we never had a collage where anyone got upset except for one singular person who instead of improving posts the same shit day in day out.Last thread had 20 images in the collage, very diverse and not exactly cherry picked. And that is the norm not a rare occurence, nobody is crying about the op with collages like that.We could also make it 20 random images to avoid bias, if that is truly your concern and you're not just being bad faith
>>110094379>/ss/Retarded fetish. Who's that for? Manchildren who wanna self-insert as the kid? Pedophilic trannies (redundant, I know) seeking to prey on little boys?
based thread kill ani
I'd rather have people complaining about a shitty collage than whatever self-insert the thread schizos decide to put as OP image.
>>110094414everyone has their own reasoni find the appeal in being encompassed by the soft flesh of mommies
>>110094414It's about feeling taken care of. Letting go of your adult responsibilities.
>>110094422this
>>110094422thisself-fellating retards have no place here
>>110094400>some furry slopDon't click on this then:>https://imglink.cc/a/CPgZ40PLno
>>110094404>4chan comes close4troon is for shitposting and trolling, thats why nothing is permanent on the website
>>110094368did you not see? The dev of MOSS made an AMA there. Why did he not do it here you ask? I wonder...
>>110094425>>110094429Sure, my issue isn't with the "soft flesh of mommies" or "feeling taken care of", anons, but the underage boys being the ones being "encompassed". This shit would work just as well with men instead. Everything else smacks of MJ/Peter Pan mental illness. One step away from full-on diaper/age regression shit.
>>110094442>password protectedWhat did he mean by this?
>>110094422Thirded.
>>110094461>This shit would work just as well with men instead.It really wouldn't.
>>110094422What annoys me the most is the fact that he knows his images have 0 appeal and are low quality slop which is why he posts only images showing as much nudity as possible
>>110094442>>110094463Fuck, sorry, forgot I put one on. It's>slop
https://files.catbox.moe/0r8gae.mp4It pains me I can't keep the video composition past 0.3mp.drift is crazy.
>>110094438the irony in that is when people put their own gens in the collage extremely vapid behavior. I wonder who does that btw.. hm..
>>110094470If you say so.>>110094481No video with supported format and MIME type found.
>debo is still shitting his pants
>>110094389people are less likely to post their gens around here with the lack of decent interesting diverse looking collages. Not trying to start drama but you didn't do yourself any favor putting your gen as the OP and now painting yourself as negative target for salty anons who feel like their participation in these last two threads are a waste of time. Crap like this is why the jannies relentless nuke and delete threads whether there early troll split bakes or genuine bakes. Stop doing this shit man.
>>110094468forfed
>>110094490>No video with supported format and MIME type found.firefox being shittybut don't download it, it is from the pedo
>>110094188>>110094199Thank you so much i'm waiting every single day for the news bro
>>110094494trvthnvke
>>110094481fuck off teeb
>>110094494not having a collage doesnt stop /sdg/ users from posting images
>>110094494>telling him the honest truth>imagine he will do anything but sperg out at itListen we tried talking to him for months, his only reply is that you're either debo or ani when you hit him with reasoning and logic
>>110094494Have you been hit in the head by a large object over the last couple of days?The retards spamming have had a years long vendetta, even when anons post the collage the behavior and spamming doesn't change. The mod already has taken care of because the split baker is a ban evading schizo something multiple anons have pointed out.
>he's rushing for the next bake againlolcowwhen anon posts his ashley lora i will make cock tribute thread on /b/ with it btw
>>110094494While I 100% prefer the collage OPs, I dunno that it has much of an influence on whether I post gens or not.
see scatjackeverybody hates you
>>110094501>but don't download itToo late.
>>110094548It doesn't influence posting, he also seem to have magically forgotten that the last college thread still made the schizo seethe because the only thing he cares about are the thread links. Shit even when I don't post the same ban evading schizo spends hours seething about me.
>>110094517go there, then>>110094527not an excuse not to make a collage, retard>>110094555fuck off you worthless retard
>>110094561Instead of bitching how about you bake?The thread was well over 320 postWait, you're using that other anon to just do>>110094542
>>110094558Dunno who you are, anon, and it's been a while since I last posted here but whenever this retarded e-drama starts up again I just think back to picrel.
>>110094523>>110094555the fact that there are subhuman faggots ITT doesn't mean you aren't the most repulsive one out of them all
>Searching for posts that contain ‘poopdickschizo’. 198 results found.
>>110094514I plan to stay. You will have to put up with me, tough boy.I'd advise you to shut your mouth next time.
>>110094567so you would spam new threads and complain to mods anyway
>>110094567Oh no, the narcissistic avatartranny retard is offended over people calling it outHope you and trani choke on each other's feces
By this point all this schizosleuthing just makes me shake my head, ignore it and move on. No point in wasting any energy on the incurably mentally ill.
Stop ban evading and fuck off
>vagueposter's at it againbaka
why is scatjack like this? is her only mission to ruin ani's motivation? we could have a proper ui without all his shitposting and doxxing of ani's relatives
>>110094368It's originally a news site and should be used as one
i don't get it if ani wants people to use his UI why doesn't he make it better
since I updated for moss I may as well try out klein just for the hell of it. It's tiny and it has to be good at 'something'
Ok, maybe I like this model.
>>110094634 never mind, gated repo. Not making a HF account just for this POS
>>110094514https://files.catbox.moe/5m33ld.mp4I made this for you. I sincerely hope you like it. It was hard work.
Has anyone made an image to layout captioner?
>Retard gets IP wiped multiple times over the course of the last 3 days>never stops
>>110094651sounds like something SAM would be good at
>last collage thread had nearly 0 drama and a large amount of informative and posts made about the new model>This schizobake thread is all drama so far with no talk about local anythingMods and tranny jannies you absolute fucking retards, can't you just ban catjak already? Anyone with two eyes can see the problem and it's insane that you faggot conveniently keep ignoring him over and over again like he isn't causing 99% of the drama because nobody is replying to his non melty posts and he is desperately in need for attention.Do your fucking jobs janny trannies
I like that my prompt writer for krea works perfectly for moss
>>110094649Stop genning cock-hungry children, you degenerate.
no hands
>>110094663>can't you just ban catjak already?OP isn't the real catjak. the real one includes a link to the actually good UIs in his OP >>110087555
>>110094663Why are you lyingIt was made as a direct result of a trollbake and the schizo (You) sperged out and have multiple spite bakes. The mod deleted all of your post including the threads and everything was peaceful.
ani should be killed
>>110094702kek
>>110094613>>110094663We could get a 3B LLM from 2023 to vibecode an UI and it'd still be better than tranustudioThe fact that one of your fellow avatartrannies is a subhuman (shocker) doesn't mean we don't despise you
>>110094663they triedhe will just evade as usualhttps://desuarchive.org/g/thread/110045708/#110050336
>>110094736Warning anons about malware is not "drama" tho.
>>110094734You have to understand only catjak hates Ani and if he was permanently banned Ani would thrive because he's a loved member of the community.
>>110094704> The mod deleted all of your postkek>>110094586
>>110094744Mods also back the rentry and the schizo keeps getting bannedPost like>>110094702>>110094715>>110094734>>110094663Are what the mod is talking about
I wouldn't interpret mods deleting something as proof of anything given that I've seen the resident schizo sleuths first hand mass reporting an anon till eventually something stuck despite him not being whichever poopdickschizo they accused him of being.
>>110094746Yes we all love avatartrannies in this anonymous websiteCome the fuck on, Julien
>>110094764like the one in the OP?
gray cat ears avatar... LE BAD!paper bag avatar... LE GOOD! :)
>>110094774>>110094776>trying to reason with a severly mentally ill person that has 0 self reflection and all his complaints and insults are projectionskek'd
>>110094759yeah sure pissjack
>>110094789But that was me not catjak kek
how mentally ill do you have to be to do this for YEARS
>>110094813Given how often you repost that you'd think you'd have made a version by now with the spine of the Book of Literal Whos fixed.
>>110094304>tit veinsmikuAGPs... perhaps i've treated you too harshly
>>110094813Is that the ultra shit colored meme? Fucking nigger?
>>110094635holy shit, prompt?
>>110094848what did unc mean by this?
>>110094818the whole comfy / yoland thing really broke him...
post something you shouldnt
>>110094857I love Ani and hope he stays in the thread until the basilisk rapes us all.
whats the point of MOSS?
>>110094857You'll take responsibility for asking.
>train on real photos>get a good model, like with ZIThow long will it take other retards to understand this?
>>110094862I assume you're joking but>muh basiliskreally is an inverse Pascal's Wager but for techbro retards, huh? How any takes that idea serious, let alone to the point where they act on their belief in it, is beyond me.
>>110094857Will you? You bold coward?
>>110094863kinda seems like a model that is inbetween krea2 and anima. also really good at candid photos
>>110094885n-no...
>>110094852https://files.catbox.moe/m9q2s8.png
whats the res limit for moss? it seems it cant do 4k x 4k native
you guys will have to go on without me.my 3060 can't keep up..
>>110094910based thanks!
cozy breas
>text encoder bigger than diffusion model
>>110094927no reason for it not to be at least the same size if not more since its fast to compute and swap out while being important
>>110094494is that generated? metadata pls
how's lora stacking in MOSS, can it take it or does it collapse
>>110094916This crisis in computer hardware deprives us of friends we might have met along the way.
>>110094916>please tell my wife I'm an orangutan
moss 3584x3584 works too although theres some blending, similar to zit 2kx2k
