Discussion and Development of Local Image, Video, and Music ModelsPrevious: >>109200742https://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/Wan2GP>Checkpoints, LoRAs, & Upscalershttps://huggingface.co/modelshttps://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>Krea 2https://huggingface.co/krea/Krea-2-Rawhttps://huggingface.co/krea/Krea-2-Turbo>Zhttps://huggingface.co/Tongyi-MAI/Z-Image>Animahttps://huggingface.co/circlestone-labs/Animahttps://tagexplorer.github.io/https://animadex.net>Qwenhttps://huggingface.co/collections/Qwen/qwen-image>Kleinhttps://huggingface.co/collections/black-forest-labs/flux2>LTX-2.3https://huggingface.co/collections/Lightricks/ltx-23>Wanhttps://github.com/Wan-Video/Wan2.2>Chromahttps://huggingface.co/lodestones/Chroma1-Basehttps://rentry.org/mvu52t46>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>>>/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 news07/04/2026>Ambit: Local-first desktop manager for AI image libraries https://github.com/AsuraAce/ambit>Orion4D MetaPrompt Custom Nodes for ComfyUIhttps://github.com/orion4d/Orion4D_MetaPrompt>Qwen3.5 INT8 ConvRot Text Encoders for ComfyUI https://huggingface.co/Winnougan/Qwen-3.5-INT8-Convrot-Comfy07/03/2026>Krea-2 Depth ControlNet-LoRA https://huggingface.co/Patil/Krea-2-depth-controlnet>Multi-Resolution Flow Matching: Training-Free Diffusion Acceleration via Staged Samplinghttps://github.com/Xingyu-Zheng/MrFlow>DiffRGD: An Inference-Time Diffusion Guidance Through Riemannian Gradient Descenthttps://diffrgd.github.io>Representation Distribution Matching for One-Step Visual Generationhttps://alan-lanfeng.github.io/rdm>SAB-LVLM: Significance-Aware Binarization for Large Vision-Language Modelshttps://github.com/LyuQi127/SAB_LVLM>Style-CCL: Content-Preserving Style Transfer via Curriculum Continual Learninghttps://github.com/witcherofresearch/Qwen-Image-Style-Transferhttps://github.com/Tele-AI/TeleStyle>ByteDance-Seed / PARhttps://huggingface.co/ByteDance-Seed/PAR07/02/2026>PAPA: Online Personalized Active Preference Alignmenthttps://github.com/NasikNafi/papa>Condensing Large-Scale Datasets Directly with Minimal Information Losshttps://github.com/LINs-lab/CIM>VisReason: A Large-Scale Dataset for Visual Chain-of-Thought Reasoninghttps://y-research-sbu.github.io/VisReason>Asset Generator for 2D & 3D: Blender add-on that generates assets from text prompts https://github.com/tin2tin/Asset_Generator-2D-3D>ComfyUI-TrixLoader: All-in-One Image Loader, Editor, and Resizer node for ComfyUIhttps://github.com/trx7111/ComfyUI-TrixLoader07/01/2026>Elastic Diffusion Transformer: Accelerating SOTA generation modelshttps://github.com/wangjiangshan0725/Elastic-DiT>Boogu-Image-0.1-Edit-Turbohttps://huggingface.co/Boogu/Boogu-Image-0.1-Edit-Turbo
>mfw Research news07/04/2026>Visual Semantic Entropy: Do Vision Language Models Recognize Visual Ambiguity?https://arxiv.org/abs/2606.31407>PhotoQuilt: Training-Free Arbitrary-Resolution Photomosaics via Bootstrapped Tiled Denoisinghttps://kooroshrh.github.io/photo-quilt>MindFlow: Harmonizing Cognitive Semantics and Acoustic Dynamics for Facial Animation Generation in Dyadic Conversationshttps://arxiv.org/abs/2606.27779>Gradient Smoothing: Coupling Layer-wise Updates for Improved Optimizationhttps://arxiv.org/abs/2606.30813>Rank-Aware Hyperbolic Alignment for Vision-Language Dataset Distillationhttps://andyj1.github.io/raha>On Test-Time Scaling for Vision-Language Modelshttps://arxiv.org/abs/2606.28864>Clearer Sight, Fewer Lies: Oriented Pickup Preference Optimization for Multimodal Hallucination Mitigationhttps://arxiv.org/abs/2606.29805>Steal the Patch Size: Adversarially Manipulate Vision-Language Modelshttps://arxiv.org/abs/2607.00174>Spatially Localized Image Degradation Embeddings for Image Quality Assessmenthttps://arxiv.org/abs/2606.29162>NURBS Splatting: A Unified Differentiable Rendering Framework for Vector Graphicshttps://arxiv.org/abs/2606.31764>$μ$Flow: Leveraging Average Images for Improving Generalisation of Deepfake Faces Detectorshttps://opontorno.github.io/MuFlow>SPECSIA: Stylization Dataset for Novel-View Enhancement in Drawing-based 3D Animationhttps://arxiv.org/abs/2607.00525>Resonant Brane Splatting for Arbitrary-Scale Super-Resolutionhttps://arxiv.org/abs/2606.29453>When Sinks Help or Hurt: Unified Framework for Attention Sink in Large Vision-Language Modelshttps://arxiv.org/abs/2604.03316>Stateful Token Reduction for Long-Video Hybrid VLMshttps://arxiv.org/abs/2603.00198>Universal Image Immunization against Diffusion-based Image Editing via Semantic Injectionhttps://arxiv.org/abs/2602.14679
cum
Why does Krea hate the word "CUM"
another night of zitjeet seething over krea? you bet!
This general has become unbearable, I have 1girl photo realism fatigue, especially for girls with asian faces. There were very few gens I was glad to see here, like gibbon gens.
pretty neat that krea knows teto natively and a lot of other stuff. also you can add specifics easily like "teto has 0401 on her arm".
>>109202691I've seen Krea doing a lot of popular characters, but what about lesser known ones?Has anybody found a character Krea doesn't know?
>>109202690/ldg/ lives and dies by the asian 1girl
Blessed thread of frenship
The artifacts work out nicely kek
>>109202690Be the change you want to see anon
>>109202690if you want artistic stuff, use midjourney. local artistry is dead now
>>109202788a grown man made this gen
>>109202763>I suffer from skill issue, the postHow much are they paying you shill?
>>109202696Mortal Kombat characters.
>>109202799Compared to Krea MJ is basically like an SD1.5 tier model. No soul, outputs too basic, and that is especially true when we can use Krea both as an art tool that trumps anything MJ outputs, but also 2nd pass thru other models like Anima to enhance the artistry of 2D gens.
>>109202799I sometimes wonder if you gen using a tablet or something or a really small monitor
https://huggingface.co/RuneXX/LTX-2.3-Workflows/blob/main/Video-2-Video/Extend-Any-Video/LTX-2.3_-_V2V_Extend_Any_Video_Multi-Extend_long_video.jsonltx video extend is still funny to mess with, video source is god of woke by playstationhttps://files.catbox.moe/3t1o5a.mp4
>>109202848>NogenI accept your concession
>>109202799looks like ass, you're legit blind dude
>>109202481>>109199883i put >(illustration:-3), (anime:-4.75), (cartoon:-3.75)in one of the concatenate text boxes in the default krea2 workflow and all it did was turn it into anime... guess it has to be fed directly into the clip text encode just like for wildcards
>>109202688you think about him every moment of your day anon? I think you fall in love with him kek
>>109202686>Why does Krea hate the word "CUM"Censorship Filter, writing no no words is dangerous anon!
thanks to the anon who recommended the Krea-2-Turbo-Projector-Scale-LoRA-Diffusers, I can finally generate the word "CUM" and now my life can go on
>>109202947Nice SD 1.5 image anon, takes me back
its here as i promised :)https://gofile.io/d/ph7bdY
>>109202954Glad that you like it
>>109202947are you using Krea Raw? Because Turbo would never produces such a shit image lol
>>109202977not enough noise for you?
>>109202947nicethats the only one ive been using and 0.2 value is pretty goodat 0.25 you sometimes get a black generation and everything past that becomes black
>>109203018too much plastic and brightness that's for sure, does Krea know what are shadows in the first place?
>>109203018looks like a gen you made at cfg 7 or some shit, I'm not a big fan of Krea but how did you manage to make this so burned? if I was a conspiracy theorist I would believe this is some falseflag to make Krea look worse than it really is
>>109202909t. Stuck at SDXL and Ponyrealism
>>109203043What strength are you using?
>>109202805No way. Those are borderline public domain.
>>109203074what the fuck is that lmao??
>>109203072ironic since your image is SDXL tier
>>109203074god tier gen desu
>>109203082Kek, most you're getting from that trash is mush.
>>109203112>most you're getting from that trash is mushexactly, which is why I don't use Krea 2, I know what to expect
>>109203058Are you my fan or something? you keep replying to all my posts, why you care so much? lol
localkek infighting is so funny. when they fling shit at each-other's gens they always use local models as a baseline. >sdxl tier>zitslop>chroma melt>fluxchinbut never "nano banana slop". it's like they all know how inferior their local toys are, but tried to pick the least-worst ones to form their cope identity around. better luck next year, localkekkies!
>>109203122>I don't get it??? I post an image on a public website to get reactions and I got... reactions??? what is happening???
do something with this pic
>>109203128the reason for that is because api models like nano banana aren't relevant to the discussion. you already know this of course because you skipped over the most recent SOTA model gpt image 2, in favor of an older model because the big api models get progressively worse each release.
>>109203128>but never "nano banana slop".duh? this is a local diffusion thread, why would we talk about API gens in the first place? that's off topic
ironically the cloud image gen thread gens, at least the times i've checked it, have been much worse.
>>109203122>why you care so much?because you're polluting this thread with your garbage images, hard to pretend you don't exist when you spam that shit, you're asking to be bullied lol
>>109203116>>109203128Ah, so you were a cloudkek all along. Cloud has really fallen apart since Dalle 3, since it was censored your spotlight was over, the threads are dead now (though the gens before it was censored were at least close to being as good as Krea, I'll give you that)
>>109203163>close to being as good as Kreawhat is this schizo talking about? Krea is not even close to the best API models, it's not even the best local model retard
>jeeterboard anon woke up
>>109203181>Ideogram is 10th>Krea 2 turbo is 39thKreasissies, I don't feel so good...
>>109203181What good is a model that blocks your request just for mentioning feet? Aside from that, GPT Image is the most slopped and safetymaxxed of all models out there, images will literally never look realistic and will be riddled with slop due to "safety" concerns.
>>109203128jeets and sudacas like to pretend that people don't notice NBP slop but only morons can't tell
>>109203074if been out of the loop on the current meta for achieving solid clean photorealism with krea 2.the strength should be 0.7-1. something is wrong with you settings beyond the lora strength anon.
>>109203210she is absolutely hideous
>>109203207>What good is a model that blocks your request just for mentioning feet?Krea 2 can't even write CUM, it's also safetyslopped>but muhhh 67 jailbreaking custom nodesthey don't work and make the image even more slopped, what now?
>>109203217
>>109203207>model with no real censorship and does nude out of box if you're not a brainlet who can't bbox prompt is worse than model with actual censorship that doesn't tell you when censoringEvery single one of you think censorship you can't see is better than "censorship" that is not even real. I swear all of you are API shills who are poisoning the well to normalize invisible censorship. Ideogram is the real local savior who claims to have a "safety filter" to shake off the feminist journalists who will give bad optics.
>>109203217hard disagree anon.
>>109203074fucking laughed hard at this
this might as well just be called /pag/
>>109203233>Every single one of you think censorship you can't see is better than "censorship" that is not even real. I swear all of you are API shills who are poisoning the well to normalize invisible censorship.this, by supporting Krea 2 you're normalizing this shit
/ldg/ - loser degenerate general
>>109203239Michael Jackson ahh plastic surgery style
>>109203271this shit was normalized years ago, it doesn't matter, sdxl is proof of that.
>>109203280>this shit was normalized years agoabsolutely not, SDXL has no censorship filters, it doesn't know some concepts yes, but it doesn't straight up refuses to follow your prompt
>>109203262>>109203273
>>109203280Have you tried Anima retard?
>>109203280I blame BFL, they're the first ones who released a local model with a safety filter (Flux.1 Kontext)
>>109203298
I don't understand how Krea get's btfoed by a fucking mugshot of miku holding a cum slut sign without looking fried.
Neither is ideal but I'd take a filter over a poisoned dataset like Flux 1 and Klein
>>109203288the censorship was baked into the base model by not training it on nsfw concepts.
>>109203314Bypassable filter*
>>109203315>>109203314I prefer a model that doesn't know concepts (we can put that back with further training) than a model trained to refuse prompts, one is just not knowing things, the other is a poisoned/lobotomized cucked shit
yes, don't use krea2
>>109203290
>>109203320so what do you use, anima and wan?
>>109203348Z-image turbo and some coom finetunes/loras
>>109203320>kekstone will fix it!how is z-image turning out? remember, the new base for finetunes??what about heckin based china? hidream, boogu image, ernie?? so many uncucked BASED local models getting tons of attention from the community, right?krea surpassed all your shit in less than a week.
>>109202956what were your settings for this? the inspector doesnt work for krea loras, or maybe it's aitoolkit
>>109203352shouldn't you stick to models that aren't poisoned/lobotomized? whats the difference between a krea 2 nsfw finetune and a zit nsfw finetune? krea 2 finetunes gen porn slop out of the box the same as zit finetunes.
>>109203354>>109203366Krea won't do shit nigga, its VAE is too ass to portray realism accurately, it'll always scream AI if you don't have shit covering your eyesKlein 9b will win in the long term, it has the highest celling, good luck making a serious finetune of a 12b model that uses Qwen vae though, kekekekekhttps://huggingface.co/fancyfeast/bigasp-3
Hate how you want, I don't think I've seen a model that can handle multiple conflicting character descriptions quite this well before.
