Discussion and Development of Local Image, Video, and Music ModelsPrevious: >>109126713https://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://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>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
one rentry to rule them allhttps://rentry.org/LDG_vital_info
>no porn>no artists>no expressionsI'm just not convinced by kreatwo.
why is the default krea 2 wf so weird i dont get why it has loras and shit why are example wf no longer simple t2i
>>109128506You're still seething about this?Go back to you containment thread instead of bitching crying and sperging out.
>>109128517What thread?
Apparently krea scared themhttps://www.reddit.com/r/StableDiffusion/comments/1ueqaj9/anima_updates_license_to_version_12_clarifies/
>>109128507>weirdly overfit on that meme where apu drops his fries for some reasonlol
>mfw Resource news06/24/2026>Krea-2-Turbo Training Adapter https://huggingface.co/ostris/krea2_turbo_training_adapter>Vera: A Layered Diffusion Model for Content-Preserving Video Editinghttps://vera-layered-diffusion.github.io>Advancing WordArt-Oriented Scene Text Recognition: Datasets and Methodshttps://github.com/YesianRohn/WATER>DramaDirector: Geometry-Guided Short Drama Generationhttps://github.com/iLearn-Lab/DramaDirector>PG-MAP: Joint MAP Optimization for Inference-Time Alignment of Diffusion and Flow-Matching Modelshttps://github.com/sophialanlan/PG-MAP>Safe Few-Step Generation via Velocity Editinghttps://uzn36.github.io/VESFlow>Co-occurring associated retained concepts in Diffusion Unlearninghttps://github.com/damilab/CARE>MeshFlow: Mesh Generation with Equivariant Flow Matchinghttps://qiisun.github.io/MeshFlow>Arbor: Explicit Geometric Conditioning for Controllable 3D Asset Generationhttps://arbor.jdihlmann.com>VideoAgent: All-in-One Framework for Video Understanding and Editinghttps://github.com/HKUDS/VideoAgent>Krea 2 GGUF https://huggingface.co/molbal/krea2-gguf>Anima updates license to version 1.2. Clarifies commercial use restrictionshttps://huggingface.co/circlestone-labs/Anima/commit/8cca6bb7b35f7f6abb2e21616ae44de083dbb8fa>ComfyUI-Krea2T-Enhancerhttps://github.com/capitan01R/ComfyUI-Krea2T-Enhancer>Klein Head Swap: Forge-Neo extension for head/face swapping using Flux.2 Kleinhttps://github.com/Adeliox/klein-head-swap>PiD — Pixel Diffusion Decoder: plug-and-play diffusion decoder that replaces VAE/RAE decodershttps://github.com/nv-tlabs/PiD06/23/2026>Krea 2 Text-to-Image Model Official releasehttps://www.krea.ai/krea-2-open-sourcehttps://huggingface.co/krea/Krea-2-Rawhttps://huggingface.co/krea/Krea-2-Turbohttps://huggingface.co/Winnougan/Krea-2-Base-Turbo-NVFP4-FP8-INT8>ComfyUI-ConditioningKrea2Rebalancehttps://github.com/nova452/ComfyUI-ConditioningKrea2Rebalance
>>109127311 >>109128138lucky that you finally got your teto waifu added. it does seem to miss quite many other anime waifus.
>mfw Research news06/24/2026>ScalingAttention: Discovering Intrinsic Sparse Attention Topology for Video Diffusion Transformershttps://arxiv.org/abs/2606.23019>EPEdit: Redefining Image Editing with Generative AI and User-Centric Designhttps://arxiv.org/abs/2606.24057>InteractiveAvatar: Real-Time Streaming Video Generation for Consistent and Intent-Aware Avatarshttps://arxiv.org/abs/2606.22905>IV-CoT: Implicit Visual Chain-of-Thought for Structure-Aware Text-to-Image Generationhttps://arxiv.org/abs/2606.24849>MythraGen: Two-Stage Retrieval Augmented Art Generation Frameworkhttps://arxiv.org/abs/2606.22924>Controllable Texture Tiling with Transformed RoPE-Enhanced Diffusion Modelshttps://arxiv.org/abs/2606.22945>DiffusionBench: On Holistic Evaluation of Diffusion Transformershttps://arxiv.org/abs/2606.24888>OrbitForge: Text-to-3D Scene Generation via Reconstruction-Anchored Video Synthesishttps://arxiv.org/abs/2606.24799>Dual-Branch Cross-Projection Debiasing through Diffusion-based Disentanglementhttps://arxiv.org/abs/2606.24161>Bridging the Manifold Gap: Riemannian Residual Line Search for One-Step Image Editinghttps://arxiv.org/abs/2606.24844>Cyclic Denoising Reveals Ultrastable Memories in Diffusion Modelshttps://arxiv.org/abs/2606.24000>Keep The Essentials: Efficient Reference Conditioned Generation via Token Droppinghttps://sparsecontext.github.io>BoxCtrl: 3D-Aware Visual Prompting for Geometric Image Editinghttps://arxiv.org/abs/2606.23270>Sol Video Inference Engine: Agent-Native Full-Stack Acceleration Framework for Efficient Video Generationhttps://arxiv.org/abs/2606.23743>Spectral Evolution-Guided Token Pruning in Multimodal Large Language Modelshttps://arxiv.org/abs/2606.24165>TIGER: Taming Identity, Geometry, and Generative Priors for High-Quality Face Video Restorationhttps://yzhoulv.github.io/Tiger
>mfw MORE Research news>FiCA: Feed-forward instant Gaussian Codec Avatars from a Single Portrait Imagehttps://kim-youwang.github.io/FiCA>Are Text-to-Image Models Inductivist Turkeys? A Counterfactual Benchmark for Causal Reasoninghttps://arxiv.org/abs/2606.24548>TooBad: Backdoor Diffusion Models with Ultra-Low Poison Rate and Imperceptible Triggerhttps://arxiv.org/abs/2606.23362>DivRL: Disentangled Self-Similarity Rewards for Diverse Subject-Driven Generationhttps://qianwangx.github.io/DivRL>Semantic Browsing: Controllable Diversity for Image Generationhttps://saradorfman1.github.io/SemanticBrowsing-webpage>Geometry-Instructed Video Editinghttps://geometry-instructed-video-editing.github.io/give>The Professor: Multi-Teacher Unsupervised Prompt Distillation for Vision-Language Modelshttps://arxiv.org/abs/2606.23897>UniRED: Unified RGB-D Video Frame Interpolation with Event Guidancehttps://arxiv.org/abs/2606.24282>Prompting Diffusion Models for Zero-Shot Instance Segmentationhttps://arxiv.org/abs/2606.22660>Trustworthy Image Authentication using Forensic Knowledge Graphshttps://arxiv.org/abs/2606.23917>RS-Gen: A Multi-Stage Agentic Framework for Reasoning and Search-Augmented Image Generationhttps://arxiv.org/abs/2606.23221>TuringViT: Making SOTA Vision Transformers Accessible to Allhttps://arxiv.org/abs/2606.24253>Listening makes Vision Clear for VLMshttps://arxiv.org/abs/2606.23763>Unmasking LAION-5B: Age, Gender, Race, and Emotion Biases in Large-Scale Image Datasetshttps://arxiv.org/abs/2606.23204>Fursee: Hybrid YOLO-DINOv3 Framework for Fursuit Identity Retrieval and Clusteringhttps://arxiv.org/abs/2606.22872
>>109128508I just genned katy perry and justin trudeau having the ole in-n-outno I won't post it. porn capabilities are high with this model we just need some good loras and a nice finetune
>>109128407The best Turdy can do now is to stop training that unnecessary Anima Turbo and train a style transfer or IPA adapter or a good ControlNet if he wants to stay competitive in the field.
>>109128521The license changes were done 8 days ago before Krea was released.
>>109128535>>109128531>>109128525We need to add back the news spam warning in OP, he stayed up late last night to remove it but newfriends please read the rentry in the OP to know that this poster spreads malicious software and finds it funny when people get infected.
different nsfw unlocking loras seem to have specific effects on the model, where the meme node outright crushes quality, the different loras unlock specific levels of safety to full nsfw, but still have side effects.i am confused why these teams continue to release censored and aligned models to this day knowing what they're like but at least this one seems to be extremely trivial to work with.
I noticed that the diminished inclusion of Black individuals in a person's gen, the more uncreative, pornographied, and '1girl' it is.Curious...
>>109128553the newest one is much better. He narrowed it downhttps://civitai.red/models/2728234/krea2filterbypass?modelVersionId=3066812
>>109128555
>>1091284972 NAI gens in the collage thanks baker :^)
>>109128546Does it hurt knowing when anima goes away I'll be enjoying the next model while you have nothing. I can't wait for a krea that can gatekeep you shitters with it's vram requirements
krea seems to know blue archive, only tested arona and asuna so far.
>>109128563>the detailed shit specks under his jeet fingernailsvile>>109128562that one seems completely ineffective for some reason. even with the mxfp8/fp8 comfy models, bf16 TE etc.
anyone master krea raw or is this general full of promptlets
>>109128581I will be using NAI
>>109128606u srs?
>>109128607Thanks for revealing why you're salty. Stay mad
>>109128581
>>109128619I don't think the model fanboys have more than 6gb of vram
>>109128606I wanted to try it to see how well it did more natural looking stuff but can't get the convrot int8mixed model to work
So now that krea 2 has totally and completely shredded the entire market (including cloud cucks and their censored slop) Whats next for /ldg/?
>>109128629Have you tried these GGUFs? https://huggingface.co/vantagewithai/Krea-2-Raw-GGUF/tree/main
a design of hatsune miku on a character sheet
>>109128518Skin is really bad and the whole gen lacks fine detail (hair is ugly), anima + zit > krea
Xi's space plane is maneuvering for attack and you're genning 1girls.
>>109128634Our stocks keep rising, the haters stay in the corner seething and we continue to be the shadow kings of image diffusion.
dio brando from the anime jojothat's very good desu, I wonder if there is a krea character list
i'm deleting all my anima loras they're fucking worthless now
calm down anon
>>109128655jesus christ that's a 1:1 style there too. Try prompting DIO in something, like recreate picrel
jotaro from the anime jojo pointing forward and holding a sign saying "no troons"nice
Best VAE to use with Krea?
>>109128666dio from the anime jojo walking towards jotaro from the anime jojo.almost the same
>>109128670vae-ft-mse-840000-ema-pruned
>>109128525>>109128531>>109128535Fuck off
>>109128681lmao, now I got it sortadio from the anime jojo walking towards hatsune miku drawn in the style of the anime jojo
>>109128681not bad at all, went ahead and put that one through 2048x.
So, krea looks like shit for real people but knows a lot of styles and characters.That's something, I guess.
even closer!hatsune miku walking towards dio from the anime jojo
is it possible to create consistent comics on Krea, or is it still just random poses?
>overfitting
im honestly blown away at how much copyrighted shit krea 2 is trained off. It 100% knows the frozen style down to every individual pixel. Even if my gen results are extremely mixed through my testing, I don't think we've scratched the surface yet.
>>109128571>2 NAI gens in the collagenah
Use Wan2.1 VAE if you want slightly better images in terms of colors and sharpness.Don't listen to this advice if you don't want better image quality.
>>109128712Krea version. It sucks. Neither Anima nor Krea could actually make footprints into text, but Anima at least tried making nice composition.
a 4 panel comic with hatsune miku and kasane teto. in the first panel miku is holding an ice cream cone. in the second panel teto is holding a green leek. in the third panel miku has a "?" speech bubble beside her. in the fourth panel miku has a green leek and smiles.cute, works just fine
i need drawfag slop in my models i just do
>>109128770>asks for something retarded>gets something retardeduser error, I doubt even the SOTA api models will even do that well
>>109128771Who is the jew supposed to be?
>>109128785net and yoohoo, retard
>>109128785netanyahu, for some reason that group shot melted down elon as well when i had him in there
>>109128639>chocolate cake with cherry professional food photographycfg 1.5/2, 39 steps, 4 cfg fries the image
meh lots of text gets it confuzzled
>>109128794cfg is inverted, its 2/1.5, cfg 4 completely fries it
>>109128782
>Dynamic vram disabled with argument. If you have any issues with dynamic vram enabled please give us a detailed reports as this argument will be removed soon. If you use gguf we recommend keeping dynamic vram enabled and using native ComfyUI model formats instead. ComfyUI native formats like fp8 will be faster even if they are larger than your memory.Comfy doesn't know Q_8 is superior to fp8? God help us.
krea 2 has a sense of humor kek
So what am i missing with Krea 2?Stylistically it's extremely limited. It knows like 3 anime art styles and got help you if you want some niche historic art. Composition wise it's not impressive at all.For realism it blows.
>>109128849lol what. It knows the most styles out of the box that I have ever seen. Check the past 5 treads / reddit / discord / civitia
>>109128856it's just lil russ man running defense for anima don't worry about him
screenshot of first person shooter Call of Duty 4, Taylor Swift is the enemy,player is shooting at her with his ak-47,
>>109128849very little censorship out of the boxpretty good licenseamazing general knowledge and anatomy, it knows a fuckton of ips styles and celebritiescompare to>ideogram4cucked license and no proper precision weights>klein 9bshit license, anatomy is horrible>z-image basehas some advantages but overall feels worse, also way less knowledge out of the box
>>109128873The main disadvantage of Krea is its size. I hope someone does a proper finetune, but 12B is too many params for individuals...
>>109128790Well it looks nothing like him.Could have easily been Schumer or whatever in this context.
>>109128831>>109128884kino
>>109128771 >niiger
>>109128896stop bullying poor joe for being confused anon
How does that one guy posting 1.5 gens constantly mog anons using the latest greatest {current_model}?
>>109128885>too many paramshonestly tired of hearing this shit years into the game. Anima would be an even bigger killer with a 4b TE at least. There's countless methods for 8gb vramlets to get by, you don't need to hold the entire scene back because you didn't upgrade in time.
>>109128910I agree with this, this also knocks most of the most annoying shit posters off the tree
>>109128908he was thinkin about that I-cecreamand globs
not 1.5 but its almost as if the model is the paint and the artist matters just as much as with trad art funny isnt it
>>109128535>>Fursee: Hybrid YOLO-DINOv3 Framework for Fursuit Identity Retrieval and Clustering>https://arxiv.org/abs/2606.22872now this is real research
>>109128910I'm not talking about running it. Krea is surprisingly fast for its size. The issue is training. Proper training of 12B requires LOTs of compute. Remember, people struggled to find compute to finetune the puny SDXL.
my lunafreya lora training was a success. liking the results a lot more than zib version. will upload later civitai. trained using the krea2 raw. trigger is lunafreya.https://gofile.io/d/CRsvct
>>109128643>zitany tips? i was thinking about using it for a second pass to make my gens look even gooder. do you use a finetune or just base?
its only about 3x slower than anima for me. guess ill try it out a bit
Why is everyone in this hobby so fucking retarded
>>109128954We just have mentally ill failures that squat here all day looking to spread misinformation to cope with their failures.
>>109128942what res sources/settings did you use? i tried the ai-studio "krea" setting and it was a flop for me but i set it at 1024 only with whatever settings were there (lr 0.0001 i think, adamw)
>>109128942>>109128960how's ram usage? about the same as training turbo and flux klein?
is refining the prompto worth it? sometimes it seems yes and other times it seems no
>>109128954everyone in this hobby or everyone in 4chan?
>>109128954>>109128956We all inherit the original sin from our common ancestor.
>>109128588you are not using it at high enough of a strength then. He even says you can use it up to like 40k strength. It does not work like a normal lora
>>109128997>this hyper specific once in a lifetime lora can be used to stupid high degrees - needs testing>lora author exclusively shows it used at 1.0>calls everyone else retarded but doesn't see this gigantic oversightmany such cases, but not entirely his fault with civitai somehow breaking lora strength displays in image metadata.
>>109128954Everyone except you, of course.>>109128956>We have
>>109129008its not breaking anything. It does not work like a regular lora. Its literally 3 vectors.
a realistic hatsune miku at the beachwan 2.1 vae vs qwen image vae (left/right), some say the 2.1 vae works better but not 100% sure yet.
>>109129008furries gonna fur
>>109129022yea wan vae has slightly better details. Using PID also works but changes the outputs a bit
>>109129017i didn't say it was, learn to read. Civitai broke the ability to see people's lora strengths in the displayed metadata. Even if he was posting more examples it would have to be shown as a value in the image.which he hasn't done anyway since they're all at 1.0 kek
>>109128990>me when the roller coaster says "you must be this tall to ride"
>>109128794its probably your prompt more than anything. like other pretrained models you need to be verbose, even with rewriting enabled methinks. cfg normalizing samplers seem to work well however.
>>109129042>images i can hearhttps://youtu.be/s-UFPhz2nZ0?si=YzVdX-O6MZd-xN7q
>>109128964I wouldn't call him a sin we just need his social security to get cut off
from behind of a realistic hatsune miku at the beach standing in the sand and wearing a teal and white striped bikini.the sand is a nice detail desu
a realistic hatsune miku at the beach stepping on the camera placed at ground level, while wearing a teal and white striped bikini.not a foot guy, but pretty nice, even painted nails.
>3vector bypass just droppedhttps://civitai.red/models/2728234/krea2filterbypass?modelVersionId=3067151
>>109129042I mean, its one thing to make a ugly/unaesthetic image and another to make a completely noisy fucked up one
>>109128606nobody read any of the release notes that said to train loras on raw, ive already seen at least two posts in here showing trainings on turbo...
>>109129022Fix the seed, learn how to experiment properly and maybe I will give a shit about your comment.
>>109129090the fella calling out the entire a.i scene as being inhabited by retards wasn't entirely wrong. its been like this since base to turbo models have been released. i was at my most confused when z-image turbo was being wanked everywhere and, after base, people started exclusively using BASE and not turbo to gen despite what the devs explicitly stated.
>>109129083i havent found the optimal settings yet but here https://files.catbox.moe/7lbp93.pngand dont forget you can use negatives since youre not locked to 1 cfg deewww... dewdewdewdewdew... dewdewdewdewdew dew dewdew...
>>109128960I used the ai toolkit, default 0.0001 learning rate, rank 64, 5000 steps, adamW, and 1024 resolution on a 5090. It took 5-6 hours to train.
>>109129111Is it mathematically sound to increase LR and reduce steps? Cause 5 hours is a bit overkill. I overfitted on 3000 steps already.
>>109129132its all a balance. Higher LR = less ability to learn smaller details / less common aspects. It basically overshoots / skips them.
>>109128873How's the raw versus turbo quality/speed wise?
>>109129132no.>5 hours is a bit overkillanon, i...
>>109129106ok tysm will play around with it with llm prompts to see
>>109128676krea doesnt gen this for me, what are you using for likeness?
>>109129152Raw will take longer but you get more freedom and elasticity with the outputs. Same as other "raw" and turbo models.
>>109129152>>109129173ISHYGDDT
>>109129152like it sounds, its not RL trained on aesthetics so it will look less "good" on average. But it will also look less average cause of it if that makes sense
>>109128204>>109128210More look-a-like tests.
>>109129182why does ideogram make everyone look like a methhead
I'm trying to run krea2 raw but I'm getting these weird artifacts
>>109129182While Ideogram nails the 40+ year old boomers it seems to entirely lack knowledge of zoomer celebrities, makes you wonder what they did to their dataset
>>109129189Use the realism engine lora for krea. It fixes the skin
>>109129189how did you prompt anya? didnt work at all when i tested krea yesterday, it melted into anya forger
>>109129182I want the image that should be in the middle.
>>109129188use ideogram 4 scheduler
>>109129200still garbageI'm downloading fp16 to see if it fixes it
>>109129216std 1, mu 0
pulp fiction reference (krea 2)surprised it knows tarantino, I wonder if there is a list of known krea anime/celebs yet.
>>109129196>Anya Taylor-JoyThe hyphen is important I guess
ryan gosling wearing a white bomber jacket and dark blue jeans, standing beside a door. he is reading a book titled "LITERALLY ME".
krea2 bf16
>>109129242Some stuff really matters. For example. Teen Titans gives you shitty teen titans go, but Teen Titans (2003) gives you the good version.
How are you guys making the convrot and int8 versions of krea to work? I can only make the fp8 version to work, whenever I prompt the others something nsfw it outputs something random. (with the bypass lora)
Nice detail but prompting for nudity makes the clothes go back on. Krea2 bf16.
>>109129152>>109129177the quality floor is lowered and the quality ceiling is raised. youll have to wrangle it more but you have the ability to get better outputs
>>109129260I had codex fix the custom node to allow it to work with it>>109129262use https://civitai.red/models/2728234/krea2filterbypass?modelVersionId=3067151
It seems from my testing, krea 2 caps out at 1536x1536, anything higher WILL royally rape output quality. Anyone wondering why krea2filterbypass may not be working fully, do a more standard resolution for your prompt first.>>109129262try 1536, your resolution is AIDS.>but also prompting skill issue
>>109129081Don't have any kike accounts. Too bad, can't download.
>>109129270So you're using only the node, not the bypass lora? I seen the node made pictures worse.
>>109129282what? No that is the lora I linked. The codex thing was for the int8 to actually apply the lora.
I noticed my prompt checking plug-in borked it and there doesn't seem to be an update or anything to fix it. Anyone have any plug-in besides stealth-pnginfo for checking prompts within SD? I got a browser based one but it doesn't transcribe it into the correct places when I click copy and just block texts all the parameters and shit into a single field.
>>109129242its actually capitalization.i get this with "anya taylor-joy"
Has anon grown tired of the default Krea style yet or are we still in the honeymoon phase
>>109129298and this with Anya Taylor-Joywhich also is still very far from perfect but youre starting to see a resemblence and the model doesnt blend in anya forger anymore going by the hair color
>>109129299that is why I like krea. It has tons of styles instead of being style locked like ideogram / zimage
so is no one else really running into the black image issue with the krea 2 filter bypass used at strengths higher than 20 or so? damn i've narrowed down every single possible factor here and it just shits the bed over 20. it needs the boost to cooperate with more detailed NSFW prompts.
>>1091292711448 × 1448 is too much?
>>109129309i don't know? it just seems the model doesn't like multiples that don't add up to what it's trained forwhich we don't know what it's trained for, because the huggingface page doesn't say.
>>109129308That can be 1 of three things that I know of. 1. Bad quant. 2. Using FP16 accum. 3. Not having up to date cu130+
>>109129270does this replace picrel?
>>109129270What changes it made anon?
>>109129319Have not tried that. Compare I guess
>>109129270>I had codex fix the custom node to allow it to work with itcan you post in a pastebin or something?
>>1091293161. cumfartorg quant 2. no fp16 accum enabled 3. on latest cuda + everything else.i'm TEMPTED to touch my comfyui install for further updates, but, i know that rodeo by now.
>>109129326Maybe try without sage? Ive seen people getting black outputs for some reason with it on all sorts of models. Can use flash attention with KJ's nodes instead
>>109129324https://files.catbox.moe/qcjcat.7zIgnore the audio / video vae. That was to make it work with LTX checkpoints
>>109129314OK that's interesting because I set MP to 2.0 and multiple to 8, so it should have rounded to a proper value. I really don't want to mess with it much, I want to get back to lora training.
>>109129288Are you going to expand on this codex thing? That lora is the one I'm using. You mean fix the int8 model loader node? Just not sure what you mean, sorry.
>>109129335>cumfy was forcing fp16 from my bat file even with it turned off in the kj nodeoh lol oops>>109129345it could be the cause of that fucked bottom strip of the image since i don't see them as prominently in my 1536 gens.
https://www.reddit.com/r/StableDiffusion/comments/1udhaio/this_custom_node_removes_the_builtin_krea_2/this node also works, comically large test:https://files.catbox.moe/hal0di.png
>>109129362that hurts quality / prompt following a lot though.
WHICH CENSORSHIP BYPASS TECHNIQUE IS THE BEST THEY'RE TOO MANY OPTIONS AAAAA
jesus christ Krea cool it with the old lady skin texture
>>1091293693 vector lorahttps://civitai.red/models/2728234/krea2filterbypass?modelVersionId=3067151or https://www.reddit.com/r/StableDiffusion/comments/1uel6gw/comfyuikrea2tenhancer/Not sure which is best
>>109129022Clearly more than the VAE was changed between these gens.
most accurate model to date.
kekA box of cereal called "GOY Slop". Add the tagline "a bit of goy in every bite!" under a bowl of cereal, with a jewish yarmulka beside it.
>>109129397missed opportunity not to have the cereal shaped like little stars of david
>>109129401good idea, and it worked:
>>109129415Silveroxide did it.
>>109129374I've seen that in wan 2.x. I think left in old lady nudity in the dataset to bug nude gens.Anyhow... nixie tubes... god damn.
>>109129415And the old one is worse. Its too strong / effects too much. You think its worse cause the new one needs a higher strength.
>>109129422does tons of model edits, is in lodestone discord. Has reference images working in krea btw.
>>109129425>is in lodestone discord.this should be a point of shame not a point of pride faggot congrats on getting groomed
>>109129415comparisonhttps://files.catbox.moe/9zpoqs.png
>>109129422lodestone's goon-buddy, vice-president of chromacord furfag.Made lots of autistic bizarre experiments, some useful stuff like alternate fp8 versions, I can believe he did.
>>109129432lol, many big brains are in there. Furries are always tech autists or retards, no inbetween
>>109129439He has reference to image working in krea by finding a way to feed images directly to qwenvl
>>109129440>many big brains are in there. im sure everyones diaper is filled too
>>109129442And it works pretty well as a edit model
>>109129442so he just uses the qwen image conditioning node? people have been doing this shortly after the torrent dropped
a book featuring hatsune miku with outlines only. there is no color aside from the black lines.
>Krea2 LoRas needs to cook like 5 hours.>It's fucking summer (hot) and I want to play vidya.Fuck it, I'll rent a gpu.
>>109129440Post workflow I am not joining the fucking furfag trannycord.And if you don't whatever, I am sure one of them will soon post it to plebbit to karmafarm as always.
>>109129476It can put EXACTLY the given image into a scene without changing anything else so its basically a edit model
>>109129487actually he rages whenever people steal his stuff to put on reddit which is funny
Anima complete is objectively a worse model than the preview desu, the lack of mixing kills the model imo
>>109129459please understand the TOP MINDS of image diffusion are in that groomcord
>alibaba cloudlocalkeks are absolutely RAPED it's hillarious
>>109129538happyhorse is shit though. At least show off seedance 2.5 which is amazing.https://files.catbox.moe/oxprnp.mp4
>>109129545I pray LTX3 is half as good.
Here's a bugged gen krea2 shit out when I added a "nipples" to the prompt which otherwise had micro-bikinis in it. You can see the safety slop leak over into the text gen layers. I'm not wasting more time with this, I'd rather deal with the ID4 dog.
>>109129536the social aspect of that gayme intimidated me so much that i couldnt play
we went from>it's only local until it's good to>it's still not local even if it's badcan we get much lower, vidcels??
>>109129561just use the node or lora. Krea does outright group sex scenes with gore and cum everywhere
>>109129561>pedo is too stupid to turn off prompt rewriting and use the safety bypass lora kek
reminder than krea can look good
reminder than krea can look good 2
reminder than krea can look good 3
reminder than krea can look good 4
reminder than krea can look good 5I feel like people have to be reminded that most people just cant prompt worth shit or use dumb samplers / amount of steps or such.
>>109129605>Their selling point is style transfernot for local it isn't!
reminder than krea can look good 6
reminder than krea can look good 7
>>109129587>>109129613CAN but it's very fiddly, definitely needs a proper 'tune. I hope it's seen as worth the trouble in the future, i'm back to Anima in the memetime since it's being actively worked on constantly.the moment the nsfw is fully figured out i'm absolutely switching over to it for realism though.>>109129618>it knows mommy nikki out of the boxmuh dik
reminder than krea can look good 8
bweeeeh I still couldn't make convrot work with the lora, even swapping with the guy's "fixed" node. Is convrot version better than fp8mix?
>>109129633>sloppy and plastic>>109129587>>109129607>>109129626Use more steps and camera / photography quality terms. Treat it like SD1.5, you can use tags.
>>109129638its much better quality and more importantly 2x as fast. It works for me so how odd. Maybe try that node instead then. https://www.reddit.com/r/StableDiffusion/comments/1uel6gw/comfyuikrea2tenhancer/
how do i get it to stop spraying text all over?
>>109129653So your trolling then, got it.
interestingthe cast of the game blue archive standing side by side.
>>109129697
>>109129271>1536is divisible by 16>>109129309> 1448is not>>109129345> multiple of 8i would get odd edge border artifacts when i was doing dimensions being multiples of 8 on older models. i did some reading and eventually found ppl saying dimensions should be multiples of 64 for gens, so i tried that, then 32, then 16, because they all got rid of my issues but 64 and 32 were too inflexible for the different aspect ratios i wanted while staying as close as possible to the ideal megapixel count for a model. dimensions divisible by 16 got rid of my artifacts and i haven't gone back to dimensions divisible by 8 since. this was months ago but i doubt much has changed in this regard
>>109129507i kinda feel like that too. preview was way more creative and it's not like final is better at anatomy or something.
>>109129716I didn't read this. Jesus.
>>109129623>>it knows mommy nikki out of the boxHell yeah brutha
>>109129433thx,
>>109128670https://hf.co/spacepxl/Wan2.1-VAE-upscale2x/blob/main/Wan2.1_VAE_upscale2x_imageonly_real_v1.safetensors
>>109129753Doesn't it make much slower?
>>109129162it's very straight forwardhttps://files.catbox.moe/u3ufm2.png
>>109129744For testing:ZendayaBillie EilishKylie JennerJenna OrtegaOlivia RodrigoSydney SweeneySabrina CarpenterHailey BieberBella HadidChappell RoanMadelyn ClineHailee SteinfeldSimone BilesCamila CabelloRachel ZeglerHalle BaileyChloe BaileyStorm ReidSunisa LeeCoco GauffSadie SinkMaya HawkeCailee SpaenyHunter SchaferIce SpiceLattoGloRillaTate McRaeMadison BeerKiernan ShipkaElle FanningChloë Grace MoretzMaude ApatowLily-Rose DeppAmandla StenbergYara ShahidiMarsai MartinMcKenna GraceAddison RaeCharli D'AmelioDixie D'AmelioLoren GrayJoJo SiwaGracie AbramsReneé RappClairoNoah CyrusBecky GCoi LerayDoechii(cont.)
>>109129780Flo MilliSexyy RedWillow SmithOlivia HoltPeyton ListNessa BarrettAvani GreggLexi RiveraMackenzie ZieglerMaddie ZieglerNia SiouxSky KatzNavia RobinsonIsabella GomezPaulina ChávezXochitl GomezIman VellaniMaitreyi RamakrishnanMegan SuriRamona YoungLee RodriguezAntonia GentryKatie DouglasSara WaisglassChelsea ClarkTaylor HicksonLyric RossEris BakerTrinity BlissBailey BassSophia LillisAnna CathcartLana CondorMadeleine ArthurIsabela MercedCree CicchinoIris ApatowLola TungIsabel MayAriana GreenblattEmma MyersJoey KingKathryn NewtonLili ReinhartBailee MadisonBrec BassingerChina Anne McClainMackenzie FoyRowan BlanchardSkai Jackson(fin)
>>109129780>>109129786it knows Greta Thunburg, Justin Trudeau, Katy Perry, Ariana Grande, Hillary Clinton, Trump, Taylor Swift, Kanye West, and Mia Wasikowska
>>109129791Oh it also knows Amy Winehouse... oh I see you were asking if it supports these people? I ain't testing that shit nigga
>>109129780You forgot Ronald McDonald from the list.
>>109129786>>109129780I'll test the ones I give a shit about.
>>109129791>>109129793olllllddddthis is under 30:>>109129780>>109129786or so the ai said...
mayli krea lora when?
>>109129805I'll test the ones in order that I know. So i'll probably skip A LOT.First up, Zendaya
>>109129799>:( do you want to get an A in this class?!
is krea flux? why does it use qwen vae?
>>109129818Billie Eilish
>>109129822supposedly they started training before the flux2 vae was available, so the qwen vae was the best at the time, that's how they put it
>>109129830Kylie Jenner
Haven't messed around for a while, is Krea the new SOTA for realism? And if so, pros and cons of Turbo vs. Raw? Is it another ZImage situation where the "base", or in this case "Raw" model produces artefact abominations?
My ComfyUI suddenly started to take a very long time to load checkpoints (300 to 400 seconds) when it used to be a minute or so at most.I swear I haven't changed any of my config files, all I did was turn off the PC for the night, as I do almost every night.I've nuked my venv and rebuilt it from scratch but it's a no go.Does anybody have any idea what might be the issue?
so has the entirety of AI agreed to never release a local edit model again? we went from 2025 being the year of edits, with klein finally figuring out how to unify gen+edit into a single model, to 2026 with absolutely nothing. there is no excuse for models to not have edit capabilities build-in
>>109129839Jenna Ortega(why is it adding so many freckles)
i seriously dont get what you guys see in krea. is it for anime genning only? all the photo gens look like some old flux model. flux klein looks better than this.
How do I convert onetrainer lora output to comfy style?
>all these zoomer z tier "idols"
https://huggingface.co/circlestone-labs/Anima/commit/8cca6bb7b35f7f6abb2e21616ae44de083dbb8faAnima license now makes it explicitly allowed for individuals to sell derivatives of the model (finetunes, LoRAs, etc...) and accept donations in exchange for them.Krea made him scared. But what he should be doing is begging noobai team to finetune anima, that's the only thing that will make anima really relevant.
negpip for krea2 when? i wanna try putting (ai-generated:-1.0) in the prompt
>>109129858>Sabrina Carpenteryou sure about that or is it really that far off?
>>109129844>is Krea the new SOTA for realism?No, it's a jack of all trades model. Ideogram 4 and ZIT have it beat for pure realism>And if so, pros and cons of Turbo vs. Raw?Raw training, Turbo genning
>>109129849ignore last post this is Olivia Rodrigo>>109129867shut up
>>109129870Sabrina Carpenter
>>109129854Like I think Comfy needs lora_unet_blocks_0_cross_attn_output_proj.alpha style instead oftransformer.transformer_blocks.0.attn1.to_out.0.alpha style OneTrainer is outputting, isn't there a script somewhere to convert???
So glad some celebs are back on the menu, Ideogram almost made me quit image gen for a month, but we are backkrea2 image edit when? Ive been waiting for a non-anime I2I that does western nsfw. I'll wait 2 months before I vibecode my ownperceptual training for it when?
>>109129875It looks more like Mckenna Grace.
>>109129875Chappell Roan
>>109129883Ideogram can do boomer celebs
>>109129762No. For quality on Krea I've done limited testing, so I can't say if it helps much. It's necessary for QIE 2509 and 2511 to eliminate the halftone pattern, and it improves detail on Qwen 2512 too. But if your image is out of distribution for the VAE finetune it could hurt.
>>109129850it's troonkek seething over ideogram and anima, trying to shill krea as the 'next big thing' when it's objectively worse than both. happens every time
>>109129869>IdeogramWasn't there a massive deal about it being censored to shit though?Also ZIT was alright but it lacked general knowledge of various IPs/characters, hopefully either of the new ones work better in that regard.
>>109129885okay I'm dropping the word vintage it's pissing all over the imagephotograph of <celeb> is all it is nowRachel Zegler
>>109129895>censored to shit though?It's got a safety filter but it's ludicrously easy to bypass. Behind the filter it's quite lewd and does better nips than ZIT or Klein
>>109129901Ice Spice it does not know I tried just now it failed 3 times just looks like generic nigger. Seems to avoid people who look like they have down syndrome like Sydney Sweeney and Ice SpiceMadison Beer>>109129905i'm 40iq now deal with it
>>109129905i'm only obsessed with khazar milkers of abigail shapiro
>>109129932Elle Fanning
https://www.reddit.com/r/StableDiffusion/comments/1ueybt8/some_important_krea_usage_tips_ive_found_not_seen/
>>109128634We just keep winning
>>109129943just post your workflow nigger
We just keep waitingwhen will local actually catch up?? Seedream supports 50+ image references
>>109129905
>>109129961seedream sucks compared to krea and ideogram though.
>>109129942Chloë Grace Moretz>>109129934I tried her a couple times it doesn't understand at all just gives me a pretty brunette woman
>>109129943Is this in general better or low vram (12gb) can also do the raw with turbo lora?
>>109129943Just go back to plebbit.
2b from nier automata is wearing a hatsune miku outfit.not quite, but a cute hybrid
>>109129849Turns out there's Kreaface lol
>>109129983however, cosplay instead of outfit did work
>>109129968failed at Maude Apatow badly not even the right skin colorLily-Rose Depp
>>109129968lmaooo chloe, if she was hot.
>>109129993it leans towards more attractive people it's why Ice Spice and Sydney Sweeney fail to generate
>>109130001What's happening is it's indianizing the faces lmao
try make an updated version of the mikufish
Why is it so good at Nicki
>>109129977far better than just turbo.
https://files.catbox.moe/8cq9eg.pngpoor bigasp chad. as soon as his klein finetune becomes usable, a better base model (krea2) comes out
>>109129942>>109129968clearly omitted teenage skull structure, you can see krea choke to make these girls. Lora's insanely needed.
>>109129989Ohhkay skipping McKenna Grace it's giving me a childskipping Addison Rae it gives me generic white womanskipping Charli D'Amelio she looks just like Addison, genericJoJo Siwa(this one surprised me it got anything at all)>>109130003what? speak English, zoomer
Why is piece of shit ComfyUI not letting me use a GGUF model, what is this shit?
>>109129881>>109129854Gemini slopped this for me, seems to work:jpst DOT it SLASH dnwwv(without space)On the low chance someone else ever needs it.
>>109130045the telemetry found extremist memes on your pc
>>109130045no one uses GGUFs anymore. Offloading exists now. INT8 convrot is the same quality as Q8 but is 2x as fast.
>>109130056I think i;m still using gguf for qwen2512, is there a good int8 for that I can use on 24gb vram
>>109130024Skipping Reneé Rapp she looks super generic although very hotSkipping Clairo she looks generic as fuckSkipping Noah Cyrus same as aboveSkipping Sexyy Red it made her actually attractive thus not looking like her at allWillow Smith the daughter of a cuck faggot (also not really accurate)
>>109130058huggingface. Bert whatever son and silveroxide have good quants of most models. Make sure to use the int8fast node https://github.com/BobJohnson24/ComfyUI-INT8-Fast And have cu130+ (or you wont get the speed up)
Is it too much to expect for Krea to be able to be modified so that it can use Booru tags?
>>109130068It already does pretty well with them so should be easy
>>109129968You need to add 'human fridge'Also you can enhance it further with 'mexican boy named Pedro looks at her with disgust'
>>109130056>INT8 convrot is the same quality as Q8proof?>noneuh huh
>>109130060Skipping the rest of the list because they are all literal who'sSo here is Megan Thee StallionEnding it on a black nigger queen, good night
>>109130068yes.
>>109130007>>109130073Black kween lovers eatin good
>>109130073>I'm into grandmaswe know
>>109130072https://files.catbox.moe/csw9ty.png
>>109130072also you must have been sleeping under a rock. Literally every diffusion discord has done comparisons and convrot has been a giant deal. There is no reason to use anything else now. Its mathematically 99.99% as good as BF16 but 2x as fast
>>109130089>non-human non-detailed non-realistic image where any fuckup can be absordedthanks for confirming you're braindead.
>>109130097retard, its the opposite. organic / rounded things are harder to spot flaws with.
>>109130093q8 isnt 99.99 let alone int8if theres so many good comparisons then post one that isnt >>109130097
the old actresses aren't letting new ones emerge.Fascinating situation. No new stars, frankly no surprise the kids aren't interested in movies anymore.
>>109130097nta, but keep using outdated trash, annoying faggot
>>109130099Your doublet indicates otherwise.
>>109130098nothing more complex to do that realistic humans, nothing easier to do than fucking cartoony styled abstract piece of shit art, try again dumb retard
>>109130099I literally posted the math. >>109130089Either you are trolling or a retard
>>109130105I see you have no idea how these models work. Enjoy your shitty quality / speed
>>109130100It's just that new cinema isn't cinema but shitty soap operas shot on video with some extra vfx and color grade.
I lowkey want to make a public repo with bf16 q8 int8 images with psnr, wmaf etc scores to shut the int8 sucks schizo up but he would probably just accuse me of cherry picking.
>>109130111You wont because you are wrong.
Based lurker chads btfo terminally onliners with their incoherent copemath babblings.
>>109130110Kids don't care about the fx or the look or the 29p jiggle style film projector.They want someone they can identify with - kids that are in their 20's.
>>109130124great snake b8
>my LLM finetune of llama_1_Q3_0.pth reaches gpt 4 pro max level bro loook at the numbers!!!
>>109130111Here, do it yourself. There are tools to do pixel comparisons: https://github.com/silveroxides/convert_to_quant/tree/feature/int8-convrotInt8 convrot is within margin of statistical error compared to bf16
>>109130139Its SVD ad around with convrot hadamard rotations btw
Krea-2 can sort-of almost do 3D out of the box. Maybe a LoRA could finish the job?
is there any meta on making WAN 2.2 faster? I feel like my gens are getting 92% there then stalling out to finish the last bit and taking forever.
>>109130149int8 conrot + sage + compile + 3 + 3 steps with a combo of lightning loras that I can not remember cause I only use LTX now
>>109130149>feel likeyour feelingsx not valid
>>109130147wouldn't a lora just degrade the model for something so finicky?
>>109130021klein can do edit and has a better vae. it's a better base than shitty krea. krea offers quite literally nothing that klein doesn't. you retards are getting hyped for what amounts to flux.1 dreamshaper
>>109130168nuh uh
>>109130124
>>109130168Bleh. Klein has far worse anatomy, knowledge, is censored and does not generalize nearly as well. Krea is the best model at generalizing outside of chroma. Everything else is overcooked
>>109130160Don't be such a negative nelly furtado
>use PiD>images are 7680x4320lmaoi don't think my monitor can see those pixels
>>109130177>muh anatomy, muh celebs, muh stylesany finetune will destroy all of that anyway, it literally doesn't matter in the end. this is like saying SDXL was the perfect base for illustrious because SDXL knows painting styles (despite the finetuning process erasing all of that). you use chroma as an example yet chroma does exactly what i just said. the architecture matters more, which is why klein 9b remains a superior base for finetuning compared to krea. if all you care about is slopped loras, then krea is far superior
>>109130195potential model award
FYI for loras don't waste your time on anything else.> https://github.com/LoganBooker/prodigy-plus-schedule-free
>>109130195krea2 needs less training than SDXL. krea2 base far excels SDXL. while we will probably lose celebs in further fine tuning we will likely still generally improve the model well past anima or illustrious. progress is incremental and that's not a bad thing people get too debby downer on new upgrades look at cosmos that shit was practically ignored before anima
>krea>kleinpsyop garbage to distract from ideogram, objectively the only model with enough prompt comprehension to rival and possibly even surpass API.
>>109130217can't even generate a pussy or cock I can gen both those things right now in krea2
lol lmao
>>109130217ideogram is just another zimage. Overcooked on realism slop
>>109130217Hmmm, literally only like 4 out of my hundreds of ideogram attempts came out good though
>fud arrives just in time to seethe at ideogramrealism engine on ideogram BTFOs krea, it's not even close. https://civitai.red/models/2688234/realism-engine-ideogram-4-krea-2?modelVersionId=3047310but you're poor, so you cope with inferior trash like krea and klein which look like plastic shit
>>109130195>any finetune will destroy all of that anywayYou don't need anything like a full finetune if the base is solid (and it sure seems to be with Krea2) all you need are loras.
>>109130235woah they have a krea2 version now. cool
>>109130235I love how these models are called things like "realism engine" or "real" whatever. But then its just useless pornslop.
>>109130243pornslop is important you fag
>claims model is good>never posts gens from the modelnot a strong pitch desu
>>109130217Ideogram is great when you want the closest thing to full shot control, but for 90% of what people gen they don't want that, actually they want the opposite, as in the model giving them varied results on a given prompt.Ideogram fills a niche need, so it will always be a niche model.
>>109130241lol he quickly moved to the better model. I told you.
>>109130247this has some nice ones>>109129943
>>109130257>>109130257
>>109130217all 3 of these are scraps made to promote API. local really fell off, what an absolutely grim situation
>>109130262god must of made your cock to promote mine
>>109130262we went from nothing to having two incredible models
>>109130100Upcoming actresses were supposed to be vetted on Epstein's island but he's gone now so no more actresses.
>>109130217This is probably the same schizo who wouldn't shut up about Ideogram being censored a week ago.
>>109130173#badfeet
>>109128884prompt?
