Discussion and Development of Local Image, Video, and Audio ModelsPrevious: >>110207956https://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
Can you please stop fucking spamming
>mfw Research news10/31/2026>Hierarchical Diffusion for Camera-controlled Autoregressive Video Generationhttps://kaihua-chen.github.io/wana_fixars>Self-Consistency Geometry Injection for Multi-view Consistent Image Generationhttps://arxiv.org/abs/2610.385>Aligning Misaligned Benchmarks for Single-View Novel View Synthesishttps://arxiv.org/abs/2610.383>V-CAPE: Visual Consistency Assessment for Product Image Editinghttps://arxiv.org/abs/2610.386>Detecting Fine-Grained Differences between Image Datasetshttps://arxiv.org/abs/2610.385>Evaluating Visual Realism of AI-Generated Videos with Eye Trackinghttps://arxiv.org/abs/2610.388>Automatic Iconographic Annotation of Medieval Illuminations: Comparing Generative Vision-Language Models and Supervised Discriminative Classifiershttps://arxiv.org/abs/2610.384>Residual Motion Splatting for Continuous Space-Time Video Super-Resolutionhttps://arxiv.org/abs/2610.384>ConvRoute-ViT: Convolutional Token Routing for Efficient Vision Transformershttps://arxiv.org/abs/2610.382>Intersectional Invariant Learning for Fair Deepfake Detectionhttps://arxiv.org/abs/2610.378>WeVisCut: The Whole Editing Room in One Agent From Narration to Long-Form Videohttps://arxiv.org/abs/2610.383>MintFlow: Minimal Trajectory Intervention for Constrained Flow Matchinghttps://arxiv.org/abs/2610.022
>>110212431>>110212441Please stop shoving these shitty ones trick pony vibe shit apps and nodes nobody uses into the news. Add sdcpp releases to the news
Blessed thread of frenship
>>110212796>>110212800please stop spamming
>>110212820Kill ani
>mfw Resource news10/31/2026>HairDeck: Animation-Ready Stylized Hair Cards from a Single Imagehttps://hyzcluster.github.io/HairDeck>MiniMax H3 X2 Detail VAE https://huggingface.co/speach1sdef178/MiniMax-H3-X2-Detail-VAE>Pika H3 Flex Turbo LoRAhttps://huggingface.co/akhaliq/Pika-H3-Flex-Turbo-LoRA>Primal VAEhttps://huggingface.co/ostris/primal_vae>Tessera: Production video upscaling for ComfyUI, built on MiniMax H3 — 544p to 4K/8K on one consumer GPUhttps://github.com/hashu786/ComfyUI-Tessera>Unlocking Any-Order Generation in Pretrained Autoregressive Image Modelshttps://github.com/Ordered-AR/unlockedadaptation>Intrinsic Distribution Matchinghttps://github.com/inclusionAI/IDM>Video Generation Meets Agent Harness: Agentic Video Generation, Agentic World Modeling and Recursive Self-Improvementhttps://agentic-videogen.github.io>CAD-WAM: Anticipating Geometry for Text-to-CAD Generationhttps://github.com/Lzy-1037/CAD-WAM>FastSDCPU Halloween release - Fibo 2.0 Edit Turbo image editinghttps://github.com/rupeshs/fastsdcpu/releases/tag/v1.0.0-beta.620>Koboldcpp v1.124https://github.com/LostRuins/koboldcpp/releases/tag/v1.124>MOSS-Image-IDM-2-Stepshttps://huggingface.co/akhaliq/MOSS-Image-IDM-2-Steps10/30/2026>Pika H3 Flex: Built for professional iterationhttps://huggingface.co/Pika-Labs/Pika-H3-Flex>H3 Motion: Lift a subject out of a photo and drag it into motionhttps://github.com/PxTicks/h3-motion>Idol: A single image to a 3D Gaussian splathttps://huggingface.co/speridlabs/idolhttps://github.com/Nynxz/ComfyUI-Idol>Don't Ask the LLM: Visual Token Pruning with Spectral Structure and Semantic Relevancehttps://github.com/sejong-rcv/ST-Pruner>MEV: A Multi-Event Video Dataset for Long-Take Generationhttps://mev-dataset.github.io>IntReal: A Real-World Dataset and Benchmark for Multimodal Interleaved Generationhttps://yushaohan.github.io/IntReal
>mfw Research news10/31/2026>Efficient Covariance-Aware Vicinal Latent Diffusion for Continuous Conditional ImGenhttps://arxiv.org/abs/2610.39277>AdMuse: Skill-Guided Creative Advertising ImGenhttps://arxiv.org/abs/2610.40190>Read, Allocate, Route: Role-Coupled Tokenization for Pixel-Space Generative Transformershttps://arxiv.org/abs/2610.40647>Edited Endpoints as Partial Goals for I2V Generationhttps://wannagetacat.github.io/Edited-Endpoints-I2V>FutureWorld: A Plug-and-Play Causal Next-State Predictor for Interactive Video World Explorationhttps://GuangYuanKK.github.io/futureworld>MorphSIG: Subject-Driven ImGen via Decoupled Anchoring and Feature Transporthttps://arxiv.org/abs/2610.39530>TokenRepel: Generating Diverse Image Sets Without Compromising Qualityhttps://arxiv.org/abs/2610.39913>CLaW: Codec-Guided Adaptive Latent Watermarking for Traceable Diffusion ImGenhttps://arxiv.org/abs/2610.39160>AB-Attention: Accurate Block Attention for Accelerating Video DiTshttps://arxiv.org/abs/2610.39663>SynthFaces: Balanced Large Scale Human Datasethttps://arxiv.org/abs/2610.40119>SonoWorld4D: From One Video to a 4D Audio-Visual Scene via Diffusion Synchronizationhttps://humathe.github.io/sonoworld4d>L3G-World: Real-Time Infinite World Generation with Latent 3D Gaussian Memoryhttps://cvlab-kaist.github.io/L3G-World>The Search for Statistical Indistinguishability Between Real and Fake Imageshttps://arxiv.org/abs/2610.39014>ROAD: Modern Adversarial Training for Simple One-Step Distillation at Scalehttps://arxiv.org/abs/2610.39539>sDMD: Sinkhorn Distribution Matching Distillationhttps://sinkhorn-dmd.github.io>Fight World Model: Customizable Combat through Visual Interaction Proxieshttps://fight-world-model.github.io>Micro-Edits: Computational Support for Fine-Scale Edits in Filmhttps://microedits.github.io>VEvo-Harness: Causally-Guarded Self-Evolving Harness for Agentic Image Generationhttps://arxiv.org/abs/2610.39158
Niggerfield is here?
>>110212431>>110212441Thank you so much for the news! I need them to get hard and dandy, ready to gen.
>>110212431>>110212441All 404 don't bother.
>>110212856>MiniMax H3 X2 Detail VAEhttps://huggingface.co/speach1sdef178/MiniMax-H3-X2-Detail-VAEanyone tried this? looks useful
>>110213031Nobody trust news spam slop because not only can he not vet it, he's running it off of a low tier LLM because his shit tier gpu can't run a half decent model
>>110213051Was there ever a debate?
FUCKING TRANNY JANNYS ON CIVIATI BANNED ONE OF MY MODELS.Aside from HF, where else can i post models/smut?
>>110213079bittorrent ?
>>110213079You probably offered a concept for free that a jeet wants to charge buzz for
>>110213102Fucking jeets.Its just a big titty redhead. If they don't resolve this shit, i'm just done. Maybe i'll post them in /b/ lol.
>>110213202>Maybe i'll post them in /b/ lol.you can butt you'll get no buzz for it
What should I prompt?
>>110213233i don't give a shit about buzz when i can locally gen or use comfy in runpod. Their image generator is fucking trash anyway.
Ani is right about everything
>>110213244BBC in ur mom butthole lole
>>110213253the most important stuff at least, for sure
>>110213253>>110213263not ani btw
finally uploaded luchs(saber marionette j) krea2 lora. have fun with it. https://civitai.red/models/3030077/luchs-saber-marionette-j-j-krea-2-lora?modelVersionId=3442059Going to lime or cherry next. Tsukasa Kotobuki's character designs are soo fucking overly stylish and annoying to caption accurately. Not even sure i can pull off doing panther or bloodberry lol. gemini keeps giving me mixed results with panther's hairstyle. Might just take a break and go back to the ikkitousen girls if gets too frustrating.
It seems MOSS's superiority has lead to some controversy
>>110213334>controversyWhich is?
>>110213077debate is still ongoing, but there's a clear trend
>>110213344Let me know when they start discussing the "How?"
>>110213263No, even that futa are superior to women
>>110213344To answer the question, grifter faggot Jews like comfy should be killed. Ani's business model is fair American exchange. Stop protecting Jews you fake nazi
*yawn*
>>110213334I use both. Why are people simping over models again? Autism?
He's escaped the loony bin, boys! It's only a matter of time before his natural affinity for schizos brings him our way.
>>110213358might take a while, some of the participants got distracted
why are is all moss gen blury?! youre should using seedvr upsacle workflow for detailing. redeem my patreon for specil workflow.
>>110213487
>>110213079>Aside from HFWhy do you need anything else?
cozy breas
>>110212431>>110212441Thank you bro
>he spends all day every day repeating the same shitposts again and again
>>110213548what does he gain from it
>>110213313Thank you. As a fellow auti... ehm, perfectionist. I appreciate the effort you put on the small details.
>>110213582cutie
>>110213636you welcome. Only a very few people are willing to spend a lot of time and effort into truly baking lora with decent to high accuracy of the represented character and their design aesthetics. The few people that cook their krea2 lora very well are the one i personal donate tips to there kofi or sub to their patreon just to motivate them keep working hard. lora baking is not as easy as some of the anons or redditors make it sound.
>>110213561sd1.5?
it can really nail scan artifacts
>>110213497is there anything that fix muted color and contrastI can add 3d lut but I wonder if there is quick fix
>>110213719You can prompt vibrant colors, it's not like the model can't do it.Most muted gens is not because the model defaults to it, it's because we're all prompting for it.
>>110213767nice
>>110213434We decided to kill (You)
>>110213697That krea skin always gives me the heebiegeebies
>/pdg/ - Porn Diffusion GeneralSharing and discussion of realistic local AI nsfw images and videos>>>/trash/86206507>>>/trash/86206507>>>/trash/86206507
Please look after your 1girls tonight. None of them are safe.
>>110213813Bakers keep forgetting to add this thread to OP
>>110213820nice.
>>110213820kino
>>110213823Implying the current "Baker" gives a single fuck about the quality of the OP.
>>110213820cute perky little tits on her >>110213840very true
Guys, I'm looking for a video clip interrogator that can run on CPU and supports NSFW content. The description quality doesn't have to be particularly accurate; even 50% accuracy would be good enough for me. any suggestions?
>>110213868>video clip interrogator clip as in CLIP?
>>110213876think he means video captioner
>>110213876Yeah, anon. I currently use this onehttps://huggingface.co/spaces/pharmapsychotic/CLIP-InterrogatorBut I'd like something similar that I can run locally on cpu. Sorry, I'm not familiar with all the AI jargon. Basically, I want to be able to input an image of any kind and get a rough description of what's in it.
>>110213868I use a Q4 of LiquidAI LFM2.5-2.6B on four threads for prompt rewriting when I have an image model loaded.
>>110213906I don't think anything exists that can run on the CPU (quickly).I'd look into using gemma 12B since she supports videos. but you'd need to run her on a GPU. Pretty sure everyone uses LLMs with vision for captioning now.
Oh, I see. deepl has failed me once again. Sorry for the misunderstanding.>>110213934I will check this out>>110213943Speed isn't a concern. Even 10 minutes per image would be acceptable for my purposes. Being able to run it on CPU is what matters to me.
boutta add job queue support to my front end
https://civitai.red/models/573152/lustify-nsfw-checkpointkrea2keks... i have treated u too harshly.t. ZITGOD
>>110213943yea it won't be that bad. i have for example a security camera setup on a 2013 haslel machine with no dedicated graphics, it can't even use vulkan yet i have real-time object detection going just on its' cpu
>>110213031> anyone tried this?I might have tried this, but decided to try https://huggingface.co/akhaliq/Pika-H3-Flex-Turbo-LoRA first of all, then https://huggingface.co/akhaliq/MOSS-Image-IDM-2-Steps
>>110213624I remember when ads had girls like that to sell me soap and shampoo
>>110213031snake oilThe real comparison is vs. base h3 vae but they hid it
>celebrating the devil's holidayshiggy diggy
Man fuck Krea2/Kroma, this shit's a pain in the fucking ass to set up and always gives errors at text encoder or ksampler
yo its chris, owner of ebumsworld
Whats with this moss shilling for the past few weeks?
fudnon doesn't even take breaks anymore
>>110214279He's upset that anons know how to dispel his lies with little effort
Moss is life
>>110213989qwen3 vl 8b is what aitoolkit uses to autocaption images with something like>Caption this image as if you were going to try to generate it with an image generator. Be thorough and describe everything in the image. Be decisive by stating things as they are. Do not say things like "It appears that" Or "possibly". Start out with things like "A person on the beach" or "A black dragon". No preamble. Just get to the point.as the prompt and results aren't too bad usually. i assume running that model on cpu would just be up to what you use to run it like open webui or some raw command line shit or anything the LMG general could give better info about
>>110213697Consider making a detailed tutorial for it, or even just a general guide that points you in the right direction, please.
I really would like more data on moss loras, I haven't had a issue with them but I don't see much discussion outside of AI toolkit configs.
>>110214439
the /ldg/ halloween special is great ngl(and fuck you debo you deserve your dead general)
>>110214491Oh fug O:But looks pretty cool.
moss is so good bros
>>110213624midget legs as usual
>>110214506what did I do?
today is the last day before no nut november. are you ready?
>>110214648only incels do that weird ass shit
>>110214628asking yourself the same question since literal yearsask yourself why you need to ask this question since literal years
>>110214628Take that, mudblood!
>>110214681lmao, that turned out great
>>110214662>he says in the incel general
>>110214648I'm too old to care for that bullshit
>>110214648That's why you fucked the turkey, Apu? >>110212895>>110214666He just posted an image, don't start another 40 posts of gay drama.
>>110214694>Apuapu and pepe are different, tourist
>>110214648I"m ready to beat my shit into submission every day in november. I don't give a fuck about a incel meme.
>>110214539Care to comment on her humerus?
>>110214745good goy
>>110214648I'm timing to blow a load the second it turns midnight.
>>110214775excellent work, goy
>debo is crying
>>110214775based
>nigbo is lonely again
>>110212856>>110212867thanks!poopjack kys
>>110213719Don't use the base model.
>>110214861>>110214798Your are the one who is samefagging to be noticed by him. Or maybe your are him... you never know this schizos.
NAD VAE Decoding: 85%| | 22/26 [01:12<00:12, 3.17s/it]Killed
>>110214487It works fine on sd-scripts.
>>110214750
>>110215023Looks disabled as always dweebs
>>110215055what does that even mean
What do you find most scary?
>>110215076i have a fear of deep water
>>110215076them
>>110215154I see the rape man but I don't see the raping.
which is the best 4step h3 lora?
>>110215177don't worry he'll be gentle
>>110215397>Brings a gun to a knife fightsmdh
>>110215519>knife
>>110215519Nooooo, no the animu cyberpunk girl :O
>>110213934>>110214377Thanks dudes both models are working great under 2 minute for a 700x700 40 KiB image
cozy
i dunno i like krea2 better than moss
>>110216101good for you anon
>>110216005From the chaotic maelstrom of hate that constituted Myers mind a single articulable thought bubbled to the surface... "Have I just been baited?"
>>110216116ty anon, good edit
>>110216131Do gens reflect the state of their users ITT?
>>110216143no
>>110216143nevermind yes
>>110216143I am Female (F), a clown (F), and also busty (F)
>>110216159nice, back to sdxl?
>>110216211I keep forgetting my hands have always been good so it's hard to peg my era
>>110216222i put this into deepl and it couldnt figure out what language this is
>>110216237I know you're slow and upset
>>110216222yeah your gens barely changed since sd 1.5, you mastered this craft very early.
>>110216246क्या अब तुम मुझे बेहतर समझते हो?
>>110216179I like how shes jacked
For me, it's krea2.
>>110216290this is my political ideology
>>110216453once the dolphinussy's got you, it's got you!!!
>>110216351this looks so much better than anything moss can do it's not even funny. i do admit moss has better prompt adherence, but that's it.
i just got the most kino idea ever
>>110216535>moss has better prompt adherenceIf you weren't such a retard you would know that krea has in fact better prompt adherence.
>>110216577nah some things it simply fails to do while moss does it effortlessly, especially with bbox support. you have no argument.
>>110216600>heart monitor shows a signal even though 00 bpm
>>110216938kek
i made a rape prompt but i will have to wait till no nut november is over to use it
>>110217132I hate how moss often fucks up the symmetry
>starship, Star Trek, port nacelle, bulkhead, intrepid class, warp coils, deflector, phasers, warp core, stars, nebula, planet,
>>110217150>i will have to wait till no nut november is overgood
>>110217207i wont fail you, goose
>>110217150>i made a rape promptI don't believe you
>>110217235why?
What are good moss lora training settings?
>>110217297lokr learning rate 0.0003factor 8 dim 256 alpha 128
>>110212431>Idol: A single image to a 3D Gaussian splat>https://huggingface.co/speridlabs/idol>Get started>1. Get access to the image encoders. Idol reads its input through two gated models on Hugging Face. Accept their terms with your Hugging Face account, then log in once with hf auth login (or set HF_TOKEN):> facebook/dinov3-vith16plus-pretrain-lvd1689m> black-forest-labs/FLUX.2-dev (only its VAE is downloaded)not local
>>110217348flux 2 is not local?
>>110217343>dim 256Isn't that gonna deepfry it to shit?
>>110217443Not with those settings.
>ai toolkit crashes on lokrnevermind...
>>110212796>>110212800>>110212828Mods=godsCan we assume that schizo links are forbidden now?
how do you get moss to draw at a low angle/looking upwards?
>>110217739have you triedpov from below
>>110217735
>>110217747i'll try it but i tend to avoid "pov" at least from previous models since that often causes it to draw parts of a "viewer" character, like a shirt or hand near the edge of the frame
>>110217735always has been
>>110217739try something like "Extreme low-angle shot from directly below the subject, camera pointing steeply upward."
>>110217779Could you stop spamming, please?
>>110217765in those cases, just lock the seed and try prompting it out
>>110217735they never were allowed to begin with (off-topic). it's just that mods don't have the time to deal with ran's constant spam
guess he started proxyreport abuse again kek
thanks mods
>>110217878stop ban evading and spamming please, let us discuss diffusion in peace.
>>110217867>gets banned>reposted banned text>gets banned again>oy vey its the proxies
>banned text
>>110217880Maybe we should escalate this to IRC? Clearly the schizo won't stop spamming, so maybe we could ask them to add this bullshit to the filters? It's getting too annoying to deal with, threads get derailed constantly by this mentally ill freak.
i was wondering why my files were not showing up, turns out daylight savings just hit and screwed up my file order
talking to xirself again, huh?
>>110217985australian?
>>110217996united states
>>110218050could you please stop spamming and ban evading? thanks
>>110218050You should learn your lesson, or else there will be more lessons.
>110218056>110218072hi proxy report abuser
unfortunately you are banning the wrong schizo
please behave yourselves
>>110218139thanks bro
>>110218139based janny
