Discussion and Development of Local Image and Video ModelsPrevious: >>108875508https://rentry.org/ldg-lazy-getting-started-guide>UIComfyUI: https://github.com/comfyanonymous/ComfyUISwarmUI: https://github.com/mcmonkeyprojects/SwarmUIre/Forge/Classic/Neo: https://rentry.org/ldg-lazy-getting-started-guide#reforgeclassicneoSD.Next: https://github.com/vladmandic/sdnextWan2GP: https://github.com/deepbeepmeep/Wan2GP>Checkpoints, LoRAs, & Upscalershttps://civitai.comhttps://civitaiarchive.com/https://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>Zhttps://huggingface.co/Tongyi-MAI/Z-Image>Animahttps://huggingface.co/circlestone-labs/Animahttps://tagexplorer.github.io/>Qwenhttps://huggingface.co/collections/Qwen/qwen-image>Kleinhttps://huggingface.co/collections/black-forest-labs/flux2>Wanhttps://github.com/Wan-Video/Wan2.2>LTX-2.3https://huggingface.co/collections/Lightricks/ltx-23>Chromahttps://huggingface.co/lodestones/Chroma1-Basehttps://rentry.org/mvu52t46>Illustrioushttps://rentry.org/comfyui_guide_1girl>MiscLocal Model Meta: https://rentry.org/localmodelsmetaShare 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/ldgcollage>Neighbors>>>/aco/csdg>>>/b/degen>>>/r/realistic+parody>>>/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
>inb4 n*gbo
first for vae-less models
first for indian generation rights
>multi threaded model loading Models like anima and z already load nearly instantly for me tho
>change absolutely nothing>every gen now takes twice as long suddenlytime to reinstall comfy again
>>108881897>pickled
>mfw Resource news05/22/2026>[real] Lens: Rethinking Training Efficiency for Foundational Text-to-Image Modelshttps://github.com/microsoft/Lens>L2P: Unlocking Latent Potential for Pixel Generationhttps://nju-pcalab.github.io/projects/L2P>GenEvolve: Self-Evolving Image Generation Agents via Tool-Orchestrated Visual Experience Distillationhttps://ephemeral182.github.io/GenEvolve>EasyVFX: Frequency-Driven Decoupling for Resource-Efficient VFX Generationhttps://easy-vfx.github.io>FashionLens: Toward Versatile Fashion Image Retrieval via Task-Adaptive Learninghttps://github.com/haokunwen/FashionLens>PALLAIDIUM Refactoredhttps://github.com/tin2tin/pallaidium_refactor05/21/2026>Follow the Mean: controlling flow-matching generative models by shifting endpoint means with reference exampleshttps://github.com/pedrocurvo/follow-the-mean>LiTo: Surface Light Field Tokenizationhttps://github.com/apple/ml-lito>Q-ARVD: Quantizing Autoregressive Video Diffusion Modelshttps://github.com/tsa18/Q-ARVD>StreamGVE: Training-Free Video Editing via Few-Step Streaming Video Generationhttps://dsl-lab.github.io/StreamGVE>PGC: Peak-Guided Calibration for Generalizable AI-Generated Image Detectionhttps://github.com/xiaoyu6868/PGC>OcclusionFormer: Arranging Z-Order for Layout-Grounded Image Generationhttps://henghuiding.com/OcclusionFormer>DrawMotion: Generating 3D Human Motions by Freehand Drawinghttps://github.com/InvertedForest/DrawMotion>Uni-Edit: Intelligent Editing Is A General Task For Unified Model Tuninghttps://zhengdian1.github.io/Uni-Edit-proj>Manga109-v2026: Revisiting Manga109 Annotations for Modern Manga Understandinghttps://manga109.github.io/manga109-project-website/en>RISE: Reliable Improvement in Self-Evolving Vision-Language Modelshttps://github.com/AMAP-ML/RISE>SANA-WM (Bidirectional): Efficient open-source world model trained natively for 1-minute generationhttps://huggingface.co/Efficient-Large-Model/SANA-WM_bidirectional
>>108881943--disable-dynamic-vram
>mfw Research news05/22/2026>SEGA: Spectral-Energy Guided Attention for Resolution Extrapolation in Diffusion Transformershttps://rajabi2001.github.io/sega>Bernini: Latent Semantic Planning for Video Diffusionhttps://bernini-ai.github.io>ORBIS: Output-Guided Token Reduction with Distribution-Aware Matching for Video Diffusion Accelerationhttps://arxiv.org/abs/2605.22015>Rethinking Token Reduction for Diffusion Models via Output-Similarity-Awarenesshttps://arxiv.org/abs/2605.22011>Attend Locally, Remember Linearly: Linear Attention as Cross-Frame Memory for Autoregressive Video Diffusionhttps://arxiv.org/abs/2605.16579>MotiMotion: Motion-Controlled Video Generation with Visual Reasoninghttps://motimotion.github.io>UniVL: Unified Vision-Language Embedding for Spatially Grounded Contextual Image Generationhttps://arxiv.org/abs/2605.21611>Broken Memories: Detecting and Mitigating Memorization in Diffusion Models with Degraded Generationshttps://arxiv.org/abs/2605.22050>Guided Trajectory Optimization with Sparse Scaling for Test-Time Diffusionhttps://arxiv.org/abs/2605.21907>AesFormer: Transform Everyday Photos into Beautiful Memorieshttps://arxiv.org/abs/2605.22126>MaSC: A Masked Similarity Metric for Evaluating Concept-Driven Generationhttps://arxiv.org/abs/2605.22469>DecQ: Detail-Condensing Queries for Enhanced Reconstruction and Generation in Representation Autoencodershttps://arxiv.org/abs/2605.22777>Hierarchical Variational Policies for Reward-Guided Diffusionhttps://arxiv.org/abs/2605.21661>SDGBiasBench: Benchmarking and Mitigating Vision--Language Models' Biases in Sustainable Development Goalshttps://arxiv.org/abs/2605.21919>BEiTScore: Reference-free Image Captioning Evaluation with an Efficient Cross-Encoder Modelhttps://arxiv.org/abs/2605.21728>RobuQ: Pushing DiTs to W1.58A2 via Robust Activation Quantizationhttps://arxiv.org/abs/2509.23582
>>108881982>--disable-dynamic-vramwhat is this?
>>108882005it disables dynamic vram
>>108881956salad time
>>108881890>>108881956>>108882005you have my attention. mind passing a box for these?
>>108882022what exactly does dynamic vram do? unload the model every time?
1girl, {tifa lockhart, medium breasts|korra, dark skinned female, hair tubes, brown hair, medium breasts, ponytail|laura kinney, long hair, black hair, small breasts, petite, choker|azula, sidelocks, black hair, small breasts, single hair bun, petite, dragon print, (single hair bun:0.6)}, slender, head out of frame, (sweat:1.15), glistening, fingerless gloves, navel piercing, panties, sport pants down, sports bra, (toned:0.6), holding smartphone, string panties, {by kiriyama taichi, elegant|realistic, 3d,(namespace:0.8),(pantsu-ripper)}, , selfie, {side view, from side, {ass|groin}|dynamic pose}, seductive smile, (covered nipples:0.7), {hand on hip, contrapposto|hand on own stomach|adjusting panties|adjusting bra|adjusting hair|waving hand, goodbye|victory pose|erotic pose|pinup pose|bra lift, underboob|bra lift, flashing, nipples}
>>108881978>>108881985Fuck off nigbo
>>108881897>>108882052prompt?
>>108882059I think it unloads models after generating to make room for other models. And then it needs to reload from disk every time. It should be similar to the --gpu-only or ---high-vram setting on A1111
>>108881978>>[real] Lens: Rethinking Training Efficiency for Foundational Text-to-Image Models>https://github.com/microsoft/Lenswhos gonna try it
>>108882076>amateur photo of a beautiful pale-skinned Japanese goth girl, voluptuous and very busty, standing in a kitchen. She holds a large green cucumber in the foreground with a yellow measuring tape wrapped tightly around its girth multiple times. She looks at the camera with an embarrassed yet aroused expression: mouth open, tongue sticking out teasingly, one eyebrow raised. Soft kitchen lighting, blurry background, shallow depth of field, highly suggestive and erotic atmosphere
>>108882056sure, nothing too complicated, I'm using a custom Lora though, but you can still get good results (sometimes even better) without it.https://files.catbox.moe/1lh03k.pnghttps://files.catbox.moe/lm886n.png
>>108882071?
>>108881865>>>>/r/realistic+parodyThey deleted the entire board. Reason foids
>>108882159wtf
>>108882159lolI was running an advert on that board to nudify girlshow fucked am I?
>>108882128i like bitches in bikinis with guns. lanky slim figure also helps check a few boxes too. thanks anon. i would return the favor but i am on turbo autist overdrive. ive been up over 24h just gambling the ltx 2.3 prompts until it behaves the way i expect
>>108882159probably because it's a legal gray area that's likely to tip over into being completely illegal at least for nudity.
>>108882154Go be lonely somewhere elseFor example in /s*g/, you can spam slop all day with the debo-esque nigbogurl
>>108882159Keep it in OP as a memorial and a warning to all foids of anons powers
>>108882189>making local models illegallol
>>108882178np, good luck with that. but get some sleep maybe. there's always tomorrow.
>>108882205Not what I said. Distributing images of celebrities or real people in the nude is the problem not the model itself unless it's literally geared towards CSAM and I'm pretty sure that's only for distribution of such a model.
>>108882191You sound hateful. I'm sorry but I'm new here and was just wondering why two threads, what caused this split?
>>108882234Fuck off fag, no one likes you
>>108882231>of such a modelWhat model
>>108882191you're embarrassing yourself again
>>108882251I don't know nigga I'm not a pedo I just know what the law says about it at least in the united states.
>>108882159anyone has the /r/ sticky pic saved?
kill all debos
>>108882278
>>108882278for the archive?
>>108882234the namefag known as debo is the single reason for the whole situationhe provoked everyone around him until everyone lefthe was then very smug about it "lol, you will all come back", fast forward and he spams slop with another unemployed garbage dumper in his containment generalhence why everyone moved to /ldg/, to get away from debo specifically
>>108882287poor cpu-tan
>>108881865I got ComfyUI today. Does anybody know how to get regional prompting to work? Gemini tells me to draw Masks and shit. But I get vastly different results with every generation, no consistency, hardly following the prompts at all. Is there some kind of template I can just copy? I just want multiple anime girls on the same image. NovelAI did it perfectly but I don't wanna pay for that anymore
>>108882159Every day these ghouls take one more joy from my worthless and painful life.God fucking damn it I am too much of a schizoid for telegram shit, or worse a trannycord channel, I need the fucking imageboard format.Sole reason I am still in this dying tranny website and it just got a lot shittier.I want to do extremely fiery but mostly peaceful things subhuman journo filth.Fuck this gigafaggot.
>>108879454>it's an autist who actually put together his own vibecoded DONUT steal scriptIt's not finished and nobody wants it. Why am I supposed to have shared it already
>>108882341laura kinney, 1girl, green eyes, eyelashes, long hair, black hair, small breasts , choker, stockings, full body, hands on stripper pole, stripper pose, black lace bra, black lace panties;
>>108882373You right. I could probably vibecode a better script.
>>108882384You should. Every baker should have his own collage script tuned to his own taste.
>>108882262tf are you talking about
>>108882341grim times arise
>>108882418Your mother, retard.
>>108882435you lack a consistent concept I see.
>>108882159Why would they delete the entire board? Nudify threads will just reappear on /b/.
>>108882454who even are (((they))). I sometimes get the feeling we're posting on a CIA/Mossad server.
>>108882451tf are you talking about
>>108882470But then it would make sense leave the board running
/r/ip
Did some compiled pytorch stuff on wsl and it was *a lot* faster... To those of you who have done both are comfyUI gen times significantly faster on WSL? Should I make the switch?
>>108882544mostly same for me, it saves a very small amount of vram so sometimes if you are cutting it close it can help
>>108882310Seems like a very complicated situation. This general doesn't seem too bad, maybe little quiet or something.
>>108882488perhaps. and perhaps they enjoy ruining anon's day. just because they can.
>>108882485(You)
>>108882600Looks like shit fag
>>108882563no 4chan general can go a few months without schizo splitting over some retarded reason, always hold splitting threads in contempt. Jannies on other boards like /vg/ will kill splitters trying to start dupe generals but /g/ doesn't care
>>108882605artist?
>>108882556>>108882588(You)
holy shit it looks like there is a mentally ill faggot here
Begone shartyfags
>holy shit it looks like there is a mentally ill faggot here
>>108882670yeah meI take 500 mg of SSRIs every night
enshittification is inevitable
>>108882677nah, I meant the other guy.
>>108882670>thinly veiled chud transphobia
>>108882688it's ok, you will adapt and overcome
are you still using SD 1.5 or something
>>108882786still using 1.5 would be so based
>nah, I meant the other guy.
>>108882802Can't figure out why but zbase details are bad
>>108882823Error lies between keyboard and chair
>>108882826my pony figure in the cum jar?
>>108882823post your workflow so anon can help
>>108881715>>108881613>>108881517>>108880305we are blessed with so much sexo jebby
>>108882660>(You)(You)
