Discussion and Development of Local Image, Video, and Music ModelsPrevious: >>109130257https://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
>inb4 n*gbo
First for fuck the spamming schizo and blessing the thread
first for nigga lives matter
>>109133307>she gets up>big ole pussy ass print*schlop schlop schlop*
If you can't get good outputs from Raw, your opinion means little.
>>109133256disgusted at non coom-worthy OP collage
nooooo saar why must I prompt with language noooo I miss my booru words! this is racism saar you benchode
longest dick general
>mfw Resource news06/25/2026>Bernini-R — GGUF (high & low noise experts) https://huggingface.co/neuregex/Bernini-R-GGUF>Physics Question Scene Graph: Fine-grained Evaluation of Physical Plausibility in Text-to-Video Generationhttps://github.com/atinpothiraj/pqsg>VPA-Guard: Defending and Benchmarking Image-to-Video Generation Against Visual Prompt Attackshttps://huggingface.co/datasets/CSU-JPG/VVA-Bench>Minimalist Preprocessing Approach for Image Synthesis Detectionhttps://github.com/vohoaidanh/adof06/24/2026>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>PiD: Plug-and-play diffusion decoder that replaces VAE/RAE decodershttps://github.com/nv-tlabs/PiD
>mfw Research news06/25/2026>DomainShuttle: Freeform Open Domain Subject-driven Text-to-video Generationhttps://arxiv.org/abs/2606.26058>Causal-rCM: A Unified Teacher-Forcing and Self-Forcing Open Recipe for Autoregressive Diffusion Distillation in Streaming Video Generation and Interactive World Modelshttps://arxiv.org/abs/2606.25473>Chorus II: Cross-Request Sparsity Reuse for Efficient Image-to-Video Generationhttps://arxiv.org/abs/2606.25040>EchoStyle: Unlocking High-Fidelity Video Stylization with Reverse Data Synthesishttps://arxiv.org/abs/2606.25465>Concept Removal for Frontier Image Generative Modelshttps://arxiv.org/abs/2606.25548>Structuring Sparsity: Block-Sparse Featurizers Capture Visual Concept Manifoldshttps://arxiv.org/abs/2606.25234>MIMFlow: Integrating Masked Image Modeling with Normalizing Flows for End-to-End Image Generationhttps://arxiv.org/abs/2606.26016>FreeStory: Training-Free Character Consistency for Free-Form Visual Storytellinghttps://arxiv.org/abs/2606.25079>TryOnCrafter: Unleashing Camera Trajectories for Realistic Video Virtual Try-on via a Renderable 4D Try-on Proxyhttps://sunhao242.github.io/TryOnCrafter_web.github.io>In-context Region-based Drag: Drag Any Region to Any Shapehttps://arxiv.org/abs/2606.25907>Wan-Streamer v0.1: End-to-end Real-time Interactive Foundation Modelshttps://wan-streamer.com>Steering Vision-Language Models with Joint Sparse Autoencodershttps://arxiv.org/abs/2606.25657>Brevity is the Soul of Inference Efficiency: Inducing Concision in VLMs via Data Curationhttps://arxiv.org/abs/2606.25432>Do vision-language models search like humans? Reasoning tokens as a reaction-time analog in classic visual-search paradigmshttps://arxiv.org/abs/2606.25066
>>109133342this but unironically, tags + a sentence here and there if needed is superior.
what is the best distro for local diffusion?
>>109133358>>109133362reminder new friends red the first rentry link in OP to see that this poster has and will distribute malware and will laugh about it after.This is considered spam and stems from his need to post the same thing every thread, he used to do mfw every thread and got punished for it
>>109133365steam os
>>109133365Mac OS X Big Sur
>>109133365kubuntu
>>109133365Windows IoT
>>109133358>>109133362Fuck off debo
>>109133411He's going to shit himself, he's been having a rough week
anything new about stable audio 3?>>109133358>>109133362thanks!
>>109133422You know your obsession with music makes it obvious you're samefagging. Just wheel your ass back to your containment thread dent
>>109133358>>109133362Why do you spam here? Go back into your containment general thread schizo
>>109133432you know your obsession with debo and paranoia make it obvious you're having mental health problemsget some help
>>109133365Nix because I can pin deps, trivially separate installs, and not worry about my venv exploding at random.
>>109133422my pleasure :)
>>109133458you're the only one praising a poster that spams malware, your low IQ never ceases to amaze
>>109133482>t. enjoys rust and haskell
>>109133482found the tranny
Can i request some animated ffaze's? Maybe make him kiss trani
>>109133492I don't use either desu. >>109133499This isn't the thread for that discussion but I'm not a troon. All I can say is it's hard to see other distros as worth it after using a declarative one. Everything else feels antiquated IMHO.
>>109133489> malwarewhereshow me just one link
>>109133532>Maintain Thread QualityFirst link read it retard, why do you keep doing this every week only the backpedal when this is shown?go to the section that readsPosts malware in his news posts for weeks and tries to shift the blame onto others for calling him out for it, under a changed filename but forgets to change his style
>>109133365Depends on your hardware.
>>109133551> show me just one link> malware in his news posts
Debo really needs at least a single reallife friend
>>109133562I'm not the one having daily meltdowns in the chat
>>109133517I don't use either desu. didn't say you didn't enjoy them tho...
>>109133578That was not the point deboI feel sorry for you, it's really bad if someone has zero social life outside of 4chanMost people at least have a job to have some people around, yet you...
>krea>censored>no tags>only knows hatsune mikuin exchange for>better backgrounds>can look like a video gamedo i have that right? i'm not being rhetorical or bad faith, is there any point in using this right now?
>>109133578What's sad is that you're still unable to tell when multiple anons are talking to you which is one of the many reasons why you can't keep a thread alive.
>>109133613why are you brown
>>109133613Isn't krea capable of making porn out of the box?Also, does it support inpainting?
>>109133578Fuck off
Anima status? is tdrussell here? I got a few questions for him.
>>109133625>Isn't krea capable of making porn out of the box?nta but yeah if naked girls are considered porn, needs a lora/finetune for the good stuff but it's got a great base and it can do swastikas and if you prompt for a nigger it will give you a black person. the model is far from censored.
>>109133648>zero counter arguments as usualConcession accepted.
>>109133651He's just here because the alternative is his caretaker ignoring him and telling him to stop talking
>>109133642rent free.
>>10913364Have you ever touched a load lora node in your life?
>>109133625>>109133649There is already a LoRA that solves that>https://huggingface.co/Beinsezii/Krea-2-Turbo-Projector-Scale-LoRA-Diffusers/tree/main
>>109133598based
>>109133598Wait for real?
So what are the specs for krea 2?
Left or Right. Which looks more natural?
>>109133699L
>>109133699>western whoresNeither.
>>109133699Left looks more natural, right could looks like cinematic shot with grain removed
>>109133692Slightly better than Z Image Turbo. People are simping for it just like they did with Z Image and Qwen last year. Krea still doesn't fit into real workflows the way Klein sometimes does.
>>109133616by my reckoning it's around 3 or so individuals that probably got together on trooncord to do a little twitter metoo cancel on some fag, and you're all extremely proud of this because it's the only thing you've actually done in your covid mask antilives, and because of you and only you, people have to suffer the fact that 60+% of these threads is posts made by you retarded faggots trying to epicly cyberbully some other faggot, which leads me to conclude that one of you is also a janny or a janny kitten because you all should have been banned by now because this isn't fucking technology
>>109133699krea vs slopdeogram? left looks better
holy meltie
>>109133699Remember when you could genuinely find a girl that looked like this at a con, she wasn't an ewhore peddling her OF, and you genuinely had a chance with her?I miss the 00s.
Wasn't there some really good int8 quants for ZImageTurbo? I can't find them, just remember anon linking them here some time ago.
>>10913371499% of posters hate himA full general has died because of himYet somehow after all these years the goal post was moved from one anon to three.Pathetic
>>109133710It's a good replacement for Z, although it would have been nice if it could do image editing.
>>109133598If you don't like children you are likely a psychopath and need mental help.
uh oh meltie
brutal
>>109133763boob mogging
>>109133716Yes. This was the prompt, obviously reformatted for the ideogram gen>A Full body portrait of a young American woman. She has very large, massive breasts. Cosplaying as Tifa Lockhart from Final Fantasy. Wearing her iconic costume. Red high-top shoes, black thigh-high socks. She is stretching her arms high above her head, fingers interlinked. Eyes closed, head titled slightly back. Her skin is moist with a sheen of sweat. Illuminated by a camera flash.>Background is a a busy dark gaming convention center, with electronic screens displaying upcoming games and attendees walking around. >Digital photography, amateur photography, Camera flash, dark, dimly lit, high contrast, harsh shadows>>109133704>>109133709I think I agree Krea looks more natural and followed the style portion of the prompt better but completely ignored the breasts and skin part. Not to mention the mangled fingers. More cosplay slut testing is needed
Okay so people are glazing up Krea 2. I'm up for it to download it, your shilling is working on this old and jaded man.But what are its weak spots? Be honest and give me the negatives because the positives already convinced me.
>>109133745you dedicate two thirds of every single one of these threads to posting and namefagging him, let's keep the goalposts right where the fuck they are if this thread was filled with malware links instead of posts made by you, it would be a better thread than
>>109133774The negatives are you will be betraying anima and letting the realismchuds win.
>>109133774has a hard time making ugly people, it's a bit sensitive to realism so only try to use it once, likes to add a lot of freckles to certain celebs for some reason, by using krea2 you are taking food out of big russes mouth, remember use natural language not booru tags
>>109133774not the best model at textnot an actually good nsfw model (close to nudes only)doesn't know too many anime waifusshallow depth of field on every photothere was more but w/eanyhow, it's decent
>>109133777You seem really upset and invested for a third party observer.
>>109133767More than a mouthful is a waste.
>>109133804this is what milk deprivation does to a niggafuck outta here with that 2%
>>109133794of course i'm upset, i have to shovel through more than one hundred troon posts every time i look at one of these threads, did i make my intense revulsion a secret? was i too subtle?
>>109133711pretty good
>>109133809Just stay in /sdg/ and stop spamming, why do you always chimp out when This is almost as pathetic as the cope rentry spammed in threads.
>>109133818The slopiest slop I have ever seen
>>109133831you first, faggot
>>109133837i am hoping for more sloppier slop models in the future then
>>109133842You're the one that post here for up to 20 hours a day with little to no breaks.Are you upset that you're being denied your self soothing rituals?Wheel your ass to the park and look at nature.Also what are your thoughts on Krea2?It's a great model wouldn't you agree?
I cant imagine arguing in/bottin the thread of autistic retards 24/7/365 instead of typing down prompts, ideas, tagging images and researching training parameters, talk about low IQ zoo animals lol
>>109133867Larper detected
>>109133870
im mad that ur postingstop posting!nooo! why do you keep replying to me!aaaahhh you are making the thread worsewhy do you keep replying to my replysarrrrfg im so mad i could reply to you all day!
>>109133878>/thread
>>109133837>The slopiest slop I have ever seenYou haven't seen the stuff I gened for the civitai Valentines day contest.
>>109133893
>>109133852>You're the one that post here for up to 20 hours a day with little to no breaks.no i don't>Also what are your thoughts on Krea2?it looks like qwen image got melanoma and then crushed up and snorted someone's photo album from the 90s
reminder this meltdown is taking place because anons keep reminding new friends the poster spreads malware.
>>109133898
your queen, sirs(don't download this image it contains malware)
>>109133905
>>109133924Looks special needsHow badly did you burn this image?
>>109133949Is this krea 2?
>>109133962it is
Here is a test prompt that shows issues with some samplers and loras for krea2:>A photo of a pure white sheet of paper hanged on a gray wall.Results:The er_sde sampler can't make a clean sheet of paper. It adds unnecessary noise.Euler seems to be the cleanest scheduler.The simple scheduler is a little cleaner than others, but beta is pretty close.3-vector filter bypass lora introduces lots of noise (tested with euler/simple).
>>109133977Did they really just train on all of pop culture IPs with no fucks givens? Can it do little Clem?
>>109133996Probably scraped a ton of wiki sites, and there's a wiki for practically every piece of media nowadays.
>>109133981>Euler seems to be the cleanest schedulerthen you use it with people and it makes everyone made out of wax
Raw krea2 seems to be complete dogshit both in terms of creativity and aesthetic value compared to turbo, do i need to make extra verbose prompts or something?
>>109134089kyuuuu~~~
>>109134089Stop spamming
>>109134102stop seething
>>109134105hi nigbo
>>109134105anons hate you for good reason
>>109134053Gee I wonder why
>>109134089>>109134094>>109134102>>109134105>>109134121>>109134122(you) for (you)
>>109134150.......
I can't believe how much my art skills have improved since I started using diffusion models. It seems like using "prompt enhance" will actually go and censor your images for you though.
>>109134150extremely embarrassing...
>>109134164>>109134159>they think that's what I'm pointing outhaha you lot need to rent a hotel room and butt fuck each other already
>>109134177I'm sorry we're not disabled so we can't related to your delusions.
>>109134188Glad you are doing wellness today, Saar
>>109134197again only you find this funny which is why /sdg/ is dead. You're just a bitter seething goblin that needs stronger meds
>>109134159>>109134164why everyone falls for this?
>>109134207I am the big debo, saar we are very much related with wellness of good thoughts and prayers
>do something retarded>fails>back pedalGo back to your short bus general
>>109134053>do i need to make extra verbose prompts or something?Yes>>109134137They only say that so noobs don't declare the model DOA after using a shitty 5 word prompt
>McCree gives more accurate result than Cassidykek
>>109134227
>>109134053Also you need to increase step count as turbo is step distilled
Could ya'll help me troubleshooting training a Qwen 2512 LoRA of myself? Why does my (facial) hair look texturized like it does for my sample images? This was my sample prompt:OHWX, a man, smiling outdoors, natural daylight.This is the config I used:```[model]type = 'qwen_image'diffusers_path = '/models/Qwen-Image'dtype = 'bfloat16'transformer_dtype = 'float8'timestep_sample_method = 'logit_normal'[adapter]type = "lora"rank = 32dtype = "bfloat16"[optimizer]type = 'adamw_optimi'lr = 2e-4betas = [0.9, 0.99]weight_decay = 0.01eps = 1e-8```80 epochs
>>109134215>we are very much related with wellness of good thoughts and prayersbased debo positivity
>>109134248train for z / zturbo
>>109134255There is nothing positive about your life, I can only imagine the shame your parents feel especially your mother after carrying you for 9 months to basically be a waste of eggs and her beauty. I notice you avoid krea prompts, not enough vram?
>>109134248https://www.youtube.com/watch?v=MUint0drzPktest your lora with default qwen image template in comfyui
I wish we had style transfer with an open sourced Krea version. It's such a powerful feature that basically make style Loras obsolete.
>>109134255There is only positives about your life, I can only imagine the pride your parents feel especially your mother after carrying you for 9 months to basically be a the best genner in /ldg/. I notice you avoid krea prompts, enjoying anima?
>>109133711what would someone even prompt to get a gen like that?
>>109134274:D>I notice you avoid krea prompts, enjoying anima?I'll prob find some time to play with krea this weekend. just haven't had the energy to set up a new workflowanima has been great through. the community merges have been interesting too
>>109134289'gibbon, close-up' and 5 random artistic terms from a wildcard
>>109134291wheelchair has a stiff wheel?You don't need to roll anywhere to copy paste a wf disabo
>>109134053by its very nature it is more expressive and less "average looking" than turbo. thats how distillation works. you just need to bake each gen longer.
>>109134291>just haven't had the energy to set up a new workflowCrazy how the simplest things are always a burden for neetbux people
its been a year or so since i done any sort of ai image genning, is there like QRD or guide i can read to catch myself up on what models and frontends are used nowadays? i have a 5090 and a 3080 both in the same computer i can use locally.
>>109134331you scrolled past it
>>109134339ah you're right. normally i dont pay attention to the rentry links posted in generals since they are outdated as fuck, but this one was updated earlier this month. i apologize for being a tard.
>>109134365slopdeogram vs kreakino, same result as last
Seems like Krea 2 is just so good for both photographic and Illustration that it's the only model you'll need.It also knows all the memes and people so in reality it's the true successor Stable Diffusion.
>>109134330He rather spend his energy being a pest, looking at his gens it's quite clear even turning on the computer is a hard task for our special needs demon. He's going to wait for someone to give him a wf and then he'll spam wildcards posting every miscarriage his mother wish she had after seeing what he grew up to be.
>>109134365Are you doing that RL training or something? Also, right.
I was expecting to stick to ideogram for a while longer but churning my usual test prompts through krea2... it's not too bad, actually.Some fuck-ups on smaller details from time to time and 'alright out of 10' skin but it does seem like a competent model.Not sure if I like it more than old qwen/zit but excited to get the 1girl machine up and running and find out.Fun model.
>>109134379>it's the true successor Stable Diffusion.The VRAMLets committee doesn't approve your post.
>>109134367Starting to feel that way. I love the control you have with Ideogram though, and I still think it has it's place for really complex stuff>>109134398Nah just testing Ideogram vs. Krea 2
>>109134411It cant do freckles, zbase is the gingermuff goat
I just realized all the power puff girls are white, and so I'm not going to be involved in promoting that kind of content.
>>109134421>that pictureMy penis twitched.
>>109134421I think that looks cute, I want to visit the zoo again lmao
>>109134440>he wants the Power Poo Girls
>>109134450delicious, i'd squirt my alfredo sauce on that
>>109134450me in the back
>>109127440probably-not-crea box onegai
>>109134440>>109134448>there's no Blisstina lora for Anima
>>109134444
>>109134513??
>>109134417https://huggingface.co/vantagewithai/Krea-2-Turbo-GGUFmaybe they should check out the GGUF versions
Hennesey, spice and everything icedThese were the ingredients chosenTo create the darkest little girlsBut Professor Nigtonium accidentallyAdded an extra ingredient to the concoctionCrack CocaineThus, The Powerpoo Girls were bornUsing their ultra-uppity powersThese girlsHave dedicated their lives to destroying societyAnd the forces of whitey
>>109134541>I think it's not krea but I'd like a catbox please
1girl
>>109134535My waifu...
>>109134567krea knows boobs?
>>109134367Beyond that, Ideogram seems to have better intelligence, perhaps this could be optimized with an aesthetic finetune, the issue is that bringing it down to the realistic plane would involve a lot of money and in terms of probability it's more likely that a madman like Lodestone would finetune Krea in terms of cost - goon benefit ratio.
>>109134584it knows a lot more than boobs
>>109134513it's krea2, i'll post prompt later when i can
Well kreia2 can do some pretty impressive compositions. Chroma and z-image both failed with this one and even ideogram needed tard wrangling. Kreia did it right just with a simple prompt.Shame kreia is terrible for anime if you want booru styles or nsfw though.
>>109134685His face looks awful and completely out of place however
>>109134695weak bait
>>109134685>Kreia>>109134695as does all recent AI models, aesthetic tuning completely ruins their capacity to make anything that looks natural
>>109039049A couple weeks later. Local is genning less slopped keyboard and computer. Though, text remains slopped.I captioned the original image with LLM and feds the caption to Krea.
>>109134704that being said someone did post a gen of an oil painting where the face seemed in place, alas, its finnicky
>>109133895keep it up man
>>109134714apifaganon here, i'm lurking and i'm very impressed! i think ideogram could already deliver, but krea is perhaps even better, although it gives less control. it's very possible that krea2 is the gpt-image2 killer.
>>109134753how does krea handle the wheels on skateboards? roller skates have always been a high error rate for me, picrelated f2k>side-view photo of a busty young ginger woman with long, wavy, hair sitting on asphalt pavement, leaning against a retro pink vintage travel trailer. She has fair skin, striking blue eyes, and a confident yet relaxed expression, looking off to the side. She’s wearing a white ribbed tank top with bold red text that reads “A LITTLE BIT OF DRAMA”, light blue denim shorts, tall bright hot-pink knee-high socks with two white stripes, and classic pink roller skates with pink wheels, vibrant orange stoppers, and brown heels. Her legs are stretched out in front of her, one arm resting on the ground for support. Golden hour lighting, soft warm sunlight, cinematic composition, highly detailed, photorealistic, vibrant colors, sharp focus, 8k quality. Retro 70s-80s aesthetic with modern flair, pastel pink tones dominating the scene.
krea2 may i have a background thats not blurry
>>109134805That's an old photo of my wife. Here is 9 months later.
>>109134862i'm curious about this as well
>>109134862>>109134862yes
>>109134886>impregnating used goodseww
>>109134886>>109134940
>>109134940she was a virgin
Ask Krea2 to show pregnant belly without clothes... it even changes how the navel looks. They really used a dataset like no others.
>>109134861i genned like 6 images and they all turned out fine?some of the prompt over cooks, though so I deleted stuff like "highly detailed"
Boring 1girl slop coming through.
local could neverkeep in mind I had to cut the resolution fully in half and remove the audio to fit it into 4Chin upload size
>>109134813> no edit capabilities of any kind> fairly mid prompt adherence> qwensloppa vae> gpt-2 killer
>>109134736Instead fatality he just makes it so
>>109135015If it can't edit then what do you call this?
>>109135033Extremely slopped img2img
I cannot fucking believe that Krea2 can actually generate vagina and anus out of the box without needing a LORA. What about the safety filtering bullshit? Have they fucking finally realized we don't wanna feel safe when generating deranged shit on our machines?
>>109134950Where did you get the pics I took in private? But since you already got them, I'll share another pic 9 months after that offkai.
>>109135033should've been zimage and ideogram on the right
>>109134813Nah, still a long way to go
>>109135083Those hoes look so painfully average I want to be friends and have sex with each and every single one of them.
>>109135115Even the fat dude on the right?
>>109135161That's a slightly below average German girl.
Blessed thread of friendship
>>109135081How are you doing this? I'm currently having a hard time generating a succulent female asshole.
>>109135104what are you talking about? i think yours came out better. faces come out cleaner, even poses might be more realistic. it's amazing how well it did the bike even if it didn't get the model right, but neither did gpt. this is what it genned before i gave references for the bike. also references for style, and for mathilda, she still comes out wrong and the style too.
>>109135104this is what i gave gpt as the reference for the style, aesthetic, camera, location, etc. gens came out very off. if the edit model is good it might be a gpt-image2 killer. legit
even while giving references things come out wrong
>>109135104>>109134813Thought I'd gen one with Ideogram for the hell of it. Model doesn't really know young Natalie Portman (or Mathilda, apparently). Here's Hagthilda.Trying with some other prompts.
>>109135230>>109135262I didn't know you used references. I'm not really familiar with API models>>109135301Nice, what upscaler are you using?
>>109135301it just needs a lora>>109135321this is what it gens without references.
>>109135362>child body>adult headwtf
not the kind of bunny girl outfit I wanted but okay lol
>>109135372maybe it's the dress?
>>109135411thats a child with natalie portmans adult head
>>109133763Box or what's the style?
>>109135430hmmm, curious
>>109133256WHERE IS CATJACK!!?!?Krea released and he hasn't blessed us with his high IQ artist tag comparison yet.I will sit here with my untested model until Catjack reviews it first! >:^(
>>109135462https://files.catbox.moe/ezx0dv.png
>>109135542she was only 16 in 2007, you sick fuck
>>109135550thats her grandma
>>109135321None.Tried to wrangle a bit more but that model is so stiff that it's sometimes really annoying to get what you want and I'm too lazy to colorgrade.Oh well, back to trying sefi.
>>109132685I have a twitter I have followers - but those are bots and schizos too. I mean to say - like when you dont have someone to share personal thoughts with that you trust, I don't have someone to share these images with who *gets* them.
>>109135571>Ideogram 4 natively supports any resolution where both height and width are multiples of 16, within the range 256–2048 (aspect ratios up to 6:1 or 1:6).Seems to be doing fine at 4k though, cool.
>>109135219Obvious trolling
>>109135495Thank you.
>>109135578I see, well, so is the life of people into niche stuff, there probably are some communities of ai effortposting though
>>109135599>ANY resolution>with these restrictions and limitations
Anima> not chinaIdeogram 4> not chinaKrea 2> not chinaSeems like chinks chink cultured themselves.
>>109135081Krea was trained for API use. Cloud-only models are trained on everything besides outright porn. It was clear since Dall-e 3 if you could trick the filter. And just like with all cloud models, Krea's outputs are meant to be filtered to prevent serving vagina shots to users.But unlike other labs, Krea authors didn't go too deep into lobotomizing their model before open-source release and their censorship got stripped down in a matter of hours. The reason why they failed with censorship might be either attributed to them being new to the field or they did it intentionally.
>>109135636I was over when they cucked us with Wan 2.5
neat, updated comfy supports the convrot modelshatsune miku in a watercolor style.
>>109135636They're not excluded from 1girl posting with these and they're surely also training stuff still?I'm sure the chinese will have their fun too eh.
>>109135636Anima>qwen image vae, qwen 0.6BIdeogram 4>qwen 3 VL 8Bkrea 2>qwen image vae, qwen 3 VL 4Bhuh, interesting
>>109135657> 2024 tech
>>109135660>>109135665aren't these children?so wouldn't that make these images csam?curious...
>>109135688nah, they are 1000+ yogrannies
>>109135669> CHINESE 2024 techftfy I accept your concession
>>109135688Aqua is canonically an immortal goddess. Also, those are adult cosplayers.
>>109135655hatsune miku in a crayon style.so int8 is closer to fp16? how about vs Q8?
>>109135657holy shit no wonder they're all so bad. does flux 2 vae have a noncommercial license or something? why is local still using this outdated shit?
>>109135735all the Anima VAE copers got real quiet when Krea2 OSS dropped
>>109135735Training takes months, retard. Flux 2 VAE is too new to get adopted by labs who started their training runs before Flux 2 was released.
krea seems cool can it do big booty teens
>>109135756>Training takes months,the length of time training takes directly scales with how poor you are. maybe that's why china switched to api
>stylized crack rock the size of a basketball in one hand and an oversized glass pipe shaped like a chili dog in the otherWell, I should have seen that coming.
>>109135643>>109135636China was all Alibaba. And now Alibaba has gone all in on API and taken out the open source guys bar a few remnants of what they used to be. It has never been more over.
>>109135899And for those wondering, China/Alibaba does in fact have T2I models, and editing models on par with Nana Banana Pro. They've had them for a while now, especially when they teased Qwen Image 2 as a 7B model, but it was never released. They probably have since iterated and have a model in their labs superior to Krea.
>>109135915Wait for Indian super power modelIt will blow all other models out of water
>>109135871that's a lot of colored pencils for a black and red illustration
>>109135923he hasn't posted the after photo yet
hatsune miku on the cover of a japanese manga, on display in an anime store in Akihabara, Tokyo.
To any (anima) lora bakers here using sd-scripts:Do you enable bucket_no_upscale? It seems like an easy way to save on training time and my intuition tells me that it's better to train with mixed resolution images than with blurry upscales. I'd imagine it might make less sense with smaller datasets where you might want to force more diversity at a given training resolution.
>>109135960her face when I put it in the wrong spot
>>109135952
>>109135957>save on training timewont change training time, if anything it should increase because there will be more granularity in the data>and my intuition tells me that it's better to train with mixed resolution images than with blurry upscalesTrue, that being said on the kind of thing you are training can you notice the degradation from 64 (or is it 32?)px upscale? some styles are sensitive to that but other aren't (ando so aren't characters/concepts)>I'd imagine it might make less sense with smaller datasets where you might want to force more diversity at a given training resolutionIt makes more sense with a smaller dataset, since different resolutions = more variation = less overfitting
>>109135485I do appreciate his impeccable attention to detail.
>>109135638>Cloud-only models are trained on everything besides outright porn.This is massively untrue.> The reason why they failed with censorship might be either attributed to them being new to the field or they did it intentionally.Probably the latter. They like to include easter eggs, and the community is already getting pretty close to figuring it out.It would be insanely easy to erase concepts from the model. There's far too much research in this area for it to be difficult.Also in their safety readme they wrote like they expected the community to uncensor it if you read between the lines.Their team is like us given how it trained, but they gotta stay in business.
>>109136092Thanks for the response.>wont change training time, if anything it should increase because there will be more granularity in the dataIf the training res is set to 1536 and half of the images are 1MP, shouldn't the time be lower since it's training at a lower resolution for half the images? Am I misunderstanding something?
>>109135899ByteDance has a gorillion models and most of them are basically SOTA. Seedream 4.5 is the best Chinese T2I model by a lot, and Seedance 2.0 / 2.5 is the best video model there is period.
>>109136140>If the training res is set to 1536 and half of the images are 1MP, shouldn't the time be lower since it's training at a lower resolution for half the images?in that case yes since the images are below the target resolution
Krea can't do porn. Everybody who claims otherwise and without proof is trolling.
>>109135542this looks like ass, it's like syrup or something kek
>>109136156she's in the precum pool you dolt
>>109136146ty
>>109136151
>>109136151It can't do porn. But it can do nudity. I hope we'll get proper porn finetunes.
is 10GB VRAM enough for whatever the SOTA is for t2i/i2i for anime? last i tried it comfy would randomly (like every tenth image) start using too much VRAM and tank my entire system for a few minutes
>>109136228Anima is SOTA for anime and it runs in 4gb vram with with current config (int8 weights, qwen on cpu).
>>109136178The majority cares. No porn, no users. Simple as.
>>109136151damn, well. guess i'll stick with anima
>>109136151damn, well. guess i'll stick with pony
>>109136246>Anima is SOTA for animeLMAO
>>109136246I like Anima but it isn't SOTA in any real regards. It's the best model for vramlets.
>>109136299You're not a vramlet? Show your 6000 Pro.
>>109136151>>109136211we're already getting very closeit's not super great but I imagine in a week or less we'll have some really good lorashttps://files.catbox.moe/d0hu0n.pnghttps://files.catbox.moe/jyi0wo.png>>109136310you sound like an average xitter poster
>>109136257Cloud image and video models are some of the most used entertainment mediums on the planet right now and yet you can't make porn with them.curious...
>>109136352Your sources for that claim?
>>109133411>>109133370>>109133437imagine watching these anons die brutal painful deathsimagine if they had to watch their loved ones diemh....... just the thought makes me rock hard....... mh.........
>>109136289>>109136299Go on. Tell us what is better for anime. Naturally, it needs has to do hentai well, otherwise it's not better.
Dumb idea.Training set is every subtitled frame from one studio. The labels are the subtitles themselves.I wonder how the output would look like.
>>109136352Only autists entertain themselves with cloud image gen models. Normies try one meme gen and move on. Grifters use them for grifting.
>>109136151its the least censored model weve had since sd1.5 or so, i unironically cant think of anything that comes close
>>109136299porn (arguably not just hentai too)character knowledgestyle knowledgeyes krea is great but lets be serious here anon
>>109135485Miss him UuU
>>109136366>Tell us what is better for anime.Krea. Anima is old. Get with the times boomer.>yes krea is great but lets be serious here anonIf we're being serious than Krea is a superb base model and further training it will eventually make it surpass anima and illustrious.
>>109133907The thing that really stands out to me here is colonel sanders. Look at him. His expression is... off putting. He's not giving his usually toothy smile. He's just smirking at me, knowingly.
>>109136365Sorry schizo you have no one which is why you're here 24/7. Crazy how I can come back hours later and still see you shitting your pants.Also you're too disabled to do shit, a small animal could 1v1 you
>>109136429Krea doesn't have danbooru like Anima
>>109136445ok retard, cosmos didn't have danbooru either.
>>109134270we can't have shit!
>>109136447So wake me when krea has danbooru. Only then will it surpass Anima for anime
>New model releases>WAAH LICENSE>WAAAH IT CAN'T DO GIANT COCKS PENETRATING MY SPECIFIC TASTE IN WOMENWhy do these posters annoy me so much?
>>109136450I won't wake you up ever, you're a moron now go back to watching your chinese little girl cartoons, tranny.
>>109136452Because you are very autistic and care too much about what others think for some reason >>109136453Concession accepted
>>109136457>Concession acceptedThis is what retards say when they lose.
>>109136452>HURRRRRR STOP COMPLAINING ABOUT LICENSE HURRRRRRRRlicense has killed countless good model releases before retard, nobody with money will touch a model if it boils down to you making a five to six figure donation to some random chinese or europoor backwater companythat being said i have seen very little complaints about krea2 which seems totally fine
>>109136461You will continue to reply to my posts
>>109136462>implying anima isn't proof that there is no money in making ai models at allkind of defeats your whole argument
>>109136464>You will continue to reply to my posts
>>109136462Point out a fine tuned model that has succeed because the license was good that isn't SDXL
>>109136470Thank you for continuing to reply to my posts
seed: 71steps: 8width: 1280height: 1040prompt: a young woman covered in body paint. she is standing in a park with her hands behind her back. her breasts are ample sized. she is smiling at the viewer. her body paint depicts a cocktail dress with a long slit down the side. a black censor bar blur is placed over her nipples.Ultra HD, 4K, cinematic composition.using the uncensor/rebalance lora and full weights. black censor bar added for blue board purposes.
So are you using RAW or Turbo for Krea 2? I'm downloading turbo now to give it a try.
>>109136471z-image
>>109136479May I see the very successful fine tune that we are all using and praising due to Z-images permissive license?
>>109136471SD1.5
Except nobody uses z-image except bots claiming to be using z-image
>>109136473same as above but without the "Ultra HD, 4K, cinematic composition" bit. this model does a lot and it doesn't feel like pulling teeth or having to do gymnastics figuring out how to prompt it.
>>109136483True but defeats the spirit of my request.
>>109136478Raw. I've never felt the need to use distilled models unless it's the only version available for the model family desu.
>>109136471youre asking kind of the inverse therewe havent had any meaningful finetunes since sdxl before anima came out because before z-image we have gotten only shit license models or shit models in general for like two yearsthe exception is chroma which is based on the flux 1 apache model, explicitly because its apache despite being worse than the other releases
>comfyui steals int8 implementation. >use previous int8 quant now natively>ValueError: Unknown quantization format for layer blocks.0.attn.wqsasuga!!!
>>109136478just use turbo there is a reason there is a large warning telling you it is not for inference.or you can listen to this retard: >>109136496
>>109136498The point I'm making is that there is no point crying about a theoretical legal issue due to a license when we see so few finetunes of models that actually have a permissive license. You're screeching over a premise that has never been tested.
>>109136509>when we see so few finetunes of models that actually have a permissive licenseyes anon, because people dont want to burn 10,000 dollars on something they dont ownboth lodestone and lax have quite literally said this, i believe astraliteheart as well
>>109136512>implying you're ever getting another modelno money to be made
>>109136512evidently they don't want to burn money on things they will own so like I said. You're getting mad about a bridge nobody has ever even bothered to cross
>>109136506>>109134222>They only say that so noobs don't declare the model DOA after using a shitty 5 word promptOr noobs trying to use turbo settings which is not a good idea. No need to start calling people names, anon.
are the horsefuckers even doing anything anymore or was it a one time hit?
>>109136533shut up retard you're all noobs and you should assume that CORRECTLY, SAAR
>>109136535he tried to start his own novelai but that probably flopped looking at the garbage that ponyv7 was
>>109136535>horsefuckerswho? the qwen team? https://qwen.ai/blog?id=qwen-image-2.0#:~:text=%E5%A4%8F%E6%97%A5%E6%A3%AE%E6%9E%97%E7%A7%98%E5%A2%83-,%E3%80%82,-Qwen%2DImage%2D2.0
>>109136544newfag
>>109136539If you'd like I could expand upon the differences between Turbo and Base models - I'm happy to do it. But I have a feeling that you're not interested in that.
>>109136546I'd be interested if you tongued my anus.
>>109136471there were some lumina and auraflow finetunes, they just never succeeded because it turned out to be shit and undercooked
>>109136560>>109136560
