Discussion and Development of Local Image, Video, and Audio ModelsPrevious: >>110096362https://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>MOSShttps://github.com/OpenMOSS/MOSS-Image>F3Khttps://huggingface.co/black-forest-labs/flux-3-image-klein>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
thanks for bakering
Thanks OP hopefully that schizo will get swept again and he will have his well of IPs range banned again
>mfw Resource news10/17/2026>MOSS-Image-Base, 8-step data-space DMDhttps://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 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 v0.41.0https://github.com/Comfy-Org/ComfyUI/releases/tag/v0.41.0
what the problem of the retard who always makes these shitty will smith bakes?what kinda mental retardation is this faggot suffering from?
>>110098837Blessed thread.
>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
>>110098866The same that does post like manually in every thread as seen in>>110098865
>even d*bo wont post in a will smith bakekeeeeeeek
>>110098884he's being lazy. he needs to make new will smiths
anyone discovered anything new about MOSS or are we just spamming random prompts still with 0 technical progress
Can you ai faggots stop spamming the board with your shitty slop general?
>>110098880I like the jawline. tragic, those humeri.
>>110098903be glad its not the usual generic 1 girl gens that usually get spammed when a new model releases.
>>110098871CURSES upon KREA and its short humeri deformities.
>>110098903welcome back 'anon'. you never did explain why you only show up in a single thread when there are multiple
>>110098915ntasomeone's spamming>>110098859
>>110098921short humerus. krea.easywith krea you typically know it's ai
try on haul
>>110098849whats that supposed to be LMAO
>>110098927>with krea you typically know it's aiso?
I haven't even finished training all my Loras for KREA2. Now I have to start all over again.
>>110098942What's up with the new fp8 and int8 H3 that have come out? Worth getting?
>>110098963krea3 is coming out next week as well
>>110098942I bet she's a lot of fun in the sack. based gramps.
>>110098971Will they have a humerus slider?
ay yo why unc posting this place all over the app bruh
>>110098989needs a mental illness slider tbqh unc
>>110098945not sure.. its an old one.. i think it was supposed to do the marilyn monroe thing but totally fucked it up
>>110098968dunno, not sure what you're talkin about
>>110099017There's a reason space shuttle bodies are painted white, not black...
so i guess the goal is to spam the links everywhere so people report the thread for trolling/spamming?
>>110099045yep
>>110099030And the reason is...
stab ani
>>110099060because they need the shuttles to actually work.
>>110099030because its hard to dissipate heat in space
>>110099066lol. good one.
I wish I enjoyed masturbating to my own gens because MOSS is so good
>>110099100If MOSS is so good, why can't you jerk off to your own gens?
Moss might be the best for NSFW prompt understandinghttps://files.catbox.moe/lppkor.pnghttps://files.catbox.moe/9bcjye.pnghttps://files.catbox.moe/8tz3l9.pnghttps://files.catbox.moe/q64zrc.pnghttps://files.catbox.moe/cdgeaa.pnghttps://files.catbox.moe/v139tz.pnghttps://files.catbox.moe/zw1jck.pngCan be used as prompt enhancer for Kroma (setting initial composition with Moss)https://files.catbox.moe/w3k00o.pnghttps://files.catbox.moe/8eavkz.png
>>110099100i've never.. the thought of it is pretty weird desu
>>110099121>https://files.catbox.moe/8tz3l9.pngbig bertha...
>>110099073
>>110099153make the feet dirtier and woman more nasty
https://files.catbox.moe/bmd4fp.png
>>110099141Took "fat ass" in my prompt literally kek
MOSS is the first image model to be truly uncensored. no porn loras needed. you can just do anything
>>110099204do anything except feel safe
>>110099197Wholesome
>>110099204yup, it's pretty fucked up. and there are going to be a metric fuck ton of porn loras, massive w for the goonbros.
i know this guy
>>110099246Creepy shit to post but more appropriate for reddit than this board desu
>>110099246cool you can go back now
>>110099246my nigga
>>110098369I've never tried controlling artstyle without artist names before. That does seem tricky. I'm not well-versed in the terminology myself.Krea 2 Turbo with TextFusion 2.
>>110099246seems like where i'm from we kill child molesters when we find them, odd that these people just openly out themselves.. must feel pretty safe behind their screens
>>110099236> and there are going to be a metric fuck ton of porn lorasim sure there will be, but 90% will be useless just like with h3. the loras for h3 actually just give me worst results most of the time so i dont even bother
>>110099287>sees an ai generated kid>immediately thinks about molesting it
i still dont know:>what turbo lora to use>what sampler scheduler to use>if base or sft is better>what other snake oil is required to make the model actually usableand therefore moss is a lackluster model shilled by Chinese bots or whatever
>>110099087shame she looks cheap with those humeri.
>>110099304>>what turbo lora to usenone>>110099304>>what sampler scheduler to usedefault>>110099304>>if base or sft is betterbase>>110099304>>what other snake oil is required to make the model actually usableint8 and a good card
Who was that creating pics of sweaty indian girls in saree? Kinda wanna see one now
>>110099313so it's shit then
>>110099304>what turbo lora to usehttps://huggingface.co/lodestones/MOSS-Image-Base-8-steps-dmdfor base only>what sampler scheduler to usedefault>if base or sft is bettersft has better text capabilities otherwise base>what other snake oil is required to make the model actually usablenothing else needed at the moment. its a small image model, so there's no need for any snake oil to squeeze additional quality out of it
>>110099300i'm sure reddit fags are generating kid pics because they have the most wholesome intentionsjesus christ you cretin
>>110099313what exactly is sft supposed to be? I thought it was like a turbo but I see they still recommend fifty steps for it.
>>110099304im more of a New Thing shill than I am a Chinese bot the New Thing just so happens to be Chinese
>>110099342its for shitting fuckin titties
>>110099342>what exactly is sft supposed to be?An easy mode "woawz so aesthetic" version of the model to appease jeets.
>>110099341>reddit fagsyou're the one on there. i am not
>>110099121I don't actually want porn. Can it do anything else?I didn't go for ideogram, no use case - buildings???Krea does bobbleheaded freaks that look uh. idk, you guys like it apparently. Looks like shit.H3: cool, use it just for stills as i2i, it's pretty smart.Qwen 2.1 is cool as i2i mostly. It's kind of. uh. eh, idk. but hey.anima.sd1.4Mostly Flux 2 dev (I can run q8). It's truly genuinely amazing. I'm vibecoding what I always wanted with it, a branching basically chained sampler thing, but I don't have to run the whole thing at once (but it organizes it, and dumps all the latents when I'm don, this is the only way that makes sense vibe-nooging)nooging is genning non-goons.
>>110099163
>by vishnu this model lets me generate the pussy and it fits on my uncle depaks old nvidia graphics card. this is the best model ever
Is Flux.3 Klein better than the newest qwen for editing?
>>110099379six toes:|
>>110099379what the fuck is going on here.
Using base for the first pass and sft for the second pass seems to give really good results>>110099389Everyone mocks it
>>110099379unc, are you actually toe shaming a slut?
SD 3.0 JUDGED TOO HARSHLY AT RELEASESTILL COMPETES IN 2026!
>>110099418MOSS? more like MOGGed...
>>110099418prompt btw:"a modern 3D video game screenshot with no HUD or UI of the iconic character Princess Peach from the Super Marios Bros. video game series wearing her iconic pink dress with a completely blue yellow-bordered circular pendant on the chest and completely blue spherical earrings in her ears standing on top of a specifically realistic quadruped Capybara animal which is in turn standing on all fours on top of a wooden stool. Princess Peach is holding a sign that reads "IN THE LAND OF OZ, WHERE THE WOMEN WEAR NO BRAS, / AND THE MEN DON'T CARE, 'CAUSE THEY WEAR NO UNDERWEAR"."
>>110099423I mean it kinda didn't make her stand but also didn't give her plausible sitting legs so point off for that. the overall likeness is best one yeah though.
>>110099204first non-anime one. this model is nuts. it's like a portal to another dimension.
yoink
>>110099366It can do all kinds of photoreal styles without slop>>110099390Added "toes" to the prompt to make them mor prominent, may have backfired
>>110099423MOSSI owns it imo
>>110099204it's just actively trained on porn, very clearly. Which is not the same thing as "uncensored". Anyone who thinks models inherently start as being perfectly good at hardcore NSFW including complex concepts, that are later removed, is a retard. This doesn't happen unintentionally in any context.
>>110099451at first glance, but look at that jumbled mess of a background
>>110099459(am anon who made comparison)MOSS does seem to be like, aggressively aware of Peach in a way that makes it pull in random Mario shit always. In a way that isn't the case with it any most other characters.
Imagine if it accepted and was good with reference images. Holy fuck.
>>110099459you could always define the background better with the prompt. and besides these one shot comparisons hardly ever give a fair or comprehensive idea of what each model is capable of.
>>110099471true, but you forget so many anons are promptlets
>>110099366never understood the hate krea gets, it's fine enough.
>>110099471do people really spend time and tokens describing the fucking backgrounds?
>>110099478Vram poor?
>>110099481trippy
>>110099488wonder if they will actually do a an anime finetune
bboxbboxbboxbboxbboxbbox
>>110099481melancholia vibes
>>110099493did they do an anime finetune for Krea? Flux? Qwen?
>>110099504they are different companies, and afaik none of them said they were going to do anime finetunes.
>>110099083>>110099169Damn as a Stable Diffusion 1.4 fag I really like this, first model I've seen since then that really gets color palettes right for painting/abstract styles, have to try this
>>110099471the point of this was mostly to troll negativity larpers who clearly never used SD 3.0 in the first place
>>110099530SD 3.0 is and will always be dog shit
>>110099400Please don't reply to my posts.
>>110099574Then leave
>>110099573bubonic zionism plague of 2026
>>110099561>IndiansSaar you absolutely have to passing in the left lane saar>White peopleA trannoid mess
>>110099580why are you angry?
cozy breas
wowee we've come a long way, my last time here was when were were using Stable Diffusion and using prompts like, art by Artgerm. And anyone remember when people were trying to sell prompts? good times, but now even better times.
forgot my image
take the sd1.5 pillhttps://files.catbox.moe/gh6kth.png
>>110099627>And anyone remember when people were trying to sell prompts?they still do
