Discussion and Development of Local Image, Video, and Music Models and SoftwarePrevious: >>109375477https://rentry.org/ldg-lazy-getting-started-guide>UIComfyUI: https://github.com/comfyanonymous/ComfyUISwarmUI: https://github.com/mcmonkeyprojects/SwarmUISDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineageWan2GP: https://github.com/deepbeepmeep/Wan2GP>Checkpoints, LoRAs, & Upscalershttps://huggingface.co/modelshttps://huggingbay.xyzhttps://civitai.comhttps://civitaiarchive.comhttps://openmodeldb.info>Tuninghttps://github.com/spacepxl/demystifying-sd-finetuninghttps://github.com/ostris/ai-toolkithttps://github.com/Nerogar/OneTrainerhttps://github.com/tdrussell/diffusion-pipehttps://github.com/kohya-ss/sd-scriptshttps://github.com/kohya-ss/musubi-tuner>Krea 2https://huggingface.co/krea/Krea-2-Rawhttps://huggingface.co/krea/Krea-2-Turbo>Animahttps://huggingface.co/circlestone-labs/Animahttps://tagexplorer.github.io/https://animadex.net>Zhttps://huggingface.co/Tongyi-MAI/Z-Image>Qwenhttps://huggingface.co/collections/Qwen/qwen-image>Kleinhttps://huggingface.co/collections/black-forest-labs/flux2>LTX-2.3https://huggingface.co/collections/Lightricks/ltx-23>Wanhttps://github.com/Wan-Video/Wan2.2>Chromahttps://huggingface.co/lodestones/Chroma1-Basehttps://rentry.org/mvu52t46>MiscLocal Model Meta: https://rentry.org/localmodelsmetaShare Metadata: https://catbox.moe | https://litterbox.catbox.moe/Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusionArchive: https://rentry.org/sdg-linkCollage: https://rentry.org/ldgcollage>Neighbors>>>/aco/csdg>>>/b/degen>>>/gif/vdg>>>/d/ddg>>>/e/edg>>>/h/hdg>>>/trash/slop>>>/vt/vtai>>>/u/udg>Local Text>>>/g/lmg>Maintain Thread Qualityhttps://rentry.org/debohttps://rentry.org/animanon
>mfw Resource news07/26/2026>Prompt Architect Pro: Uses local Ollama LLMs to analyze raw texts and imageshttps://github.com/lololerigolo60/Prompt-architect07/25/2026>Aozora Trainer: Memory-efficient fine-tuning toolkit for SDXL and ANIMAhttps://github.com/Hysocs/Aozora_Trainer>Mage-Flow repackaged model files for ComfyUIhttps://huggingface.co/Comfy-Org/Mage-Flow>LoRA Dataset Studio: one-tab workbench for the whole LoRA lifecyclehttps://github.com/perfectgf/lora-dataset-studio#everything-it-does>Open Letter: Open Weights and American AI Leadershiphttps://www.microsoft.com/en-us/corporate-responsibility/topics/open-weight07/24/2026>SANA-Video 2.0: Hybrid Linear Attention with Attention Residuals for Efficient Video Generationhttps://nvlabs.github.io/Sana/Video2>JoyAI-Echo x LTX-2.3 — echoVid + ltxAud surgical mergehttps://huggingface.co/joeygambino/joyai-echo-ltx23-echoVid-ltxAud-surgical>Open Dreamer: Open-source Dreamer world-model implementation in JAXhttps://github.com/next-state/open-dreamer>NVIDIA Qwen-Image-Flashhttps://huggingface.co/nvidia/Qwen-Image-Flash>Inference-Time Scaling of Diffusion Models via Progressive Seed Pruninghttps://www.vision.caltech.edu/psp>Spectral Transformation for Layer-wise Global Rank Discovery in Federated LoRA for Vision Transformershttps://github.com/DASS-Lab-Group/SpecTraL>SlerpFlow: Spherical Trajectory Correction for Rectified Flow Inversionhttps://github.com/0answer0/SlerpFlow>Explainable Deepfake Detection Challengehttps://github.com/Abhijeet8901/XPlainVerse-ACMChallenge07/23/2026>FLUX 3 - Real World Models: Towards Multimodal Flow Modelshttps://bfl.ai/blog/flux-3>AISmith 3D — Local AI 3D Studiohttps://github.com/intisarGIT/AISmith-3D>HeadCast: Casting Attention Heads for Efficient Autoregressive VidGenhttps://github.com/sjlgaga/HeadCast>Self Gradient Forcing: Native Long Video Extrapolationhttps://zhuang2002.github.io/SelfGradientForcing
> >109378768fuck off schizo
>>109378768finally got one
>mfw nigbo malware news spam
This baker sucks.
>>109378802Agreed, last collage was superior in every way.
>>109378802make your own collage and then we can compare
man, I was gonna post this one
>>109378812he would never
>>109378814that's a fail on the hand tho
Usecase usecase?
>nigbo
Why is prompt adherence in ltx 2.3 so terrible?
>>109378812whenever i do it, the thread becomes full of seething and then someone makes a new thread and everyone leaves
>>109378931It's actually good if you know how to prompt it. (you need a PhD)
>>109378934wall smoth ate spaget
>>109378961>zoomers consider this the peak of horror cinema
I wanna see if I can make a MAGA influencer and post on Tiktok or Instagram. Then somehow get money from them. Is it simple enough to create a consistent real life looking character?
>>109378981the problem isn't creating a consistent looking character. the problem is avoiding getting shadowbanned by platforms for posting AI content (they will detect it)
>>109378961BOGGED
It's crazy that normalfags need a corpo to shield them from being tricked by AI
>>109378979Inde Navarrette carried it like a champ. As a movie it's ugly and overhyped
needs moar lindsay ellis
>google linsday ellisno we really don't
>>109378754Found a sample of a Qwen Music song out in the wild, apparently it was teased and demo'd (https://xcancel.com/abc43992899/status/2068033399768699307#m) then taken down. Some user shared a snippet of a generation resulthttps://xcancel.com/Rixhabh__/status/2072986354280271878#mHonestly, it sounds like shit, but that genre of music sucks so it's still to early to say it will suck. The sound quality sounds okay though, and it's still unknown if this will be local. Interesting they demo'd on HF it for a while and for free it seems, that's a sign it could be local since why would they place a proprietary tool on a HF demo?
>>109379183It also seems to be adding a bunch of background shit to the vocals that wasn't included in the lyrics. ACEStep doesn't do that and those are clearly tagged in parentheses.
>>109379183>why would they place a proprietary tool on a HF demoI don't want to get Mogao'd again, but now I have hope and it seems like this model could be a huge deal if it's gonna be local
>>109379350pafu?!
>>109379189I made the drawings.
>>109379189I made the slopings
>>109379183Found another samplehttps://xcancel.com/Damn_coder/status/2068298147424874729#mThat quality is absolutely insane
>>109379350
What a curse to be born before having our own matrix where you're God. What a shit world.
the pokeballs are a subtle analogy for sex
https://github.com/Comfy-Org/ComfyUI/blob/master/AGENTS.md#no-internet-requests>Local-only behavior is allowed when it stays on the user's machine and does not add network access, tracking, persistent identification, or data collection behavior.Based
>>109379842pokeanalballs
trans people?smdh my damn head
Moar Flux 3https://xcancel.com/TheDarkWebDev/status/2081459907203567946#mhttps://xcancel.com/junwatu/status/2081503209596874821#mhttps://xcancel.com/umesh_ai/status/2081376099519644043#m
>>109379915I don't click these links.
>>109379845I locally deployed a Bitcoin miner in the pr
>>109379976every one is some boring Hollywood slop
>>109379915>blueballing around something that wont come out in a month + tip and when it does it will be the nefred version
where jen con
>>109379915Flux.3 confirmed to have more sovl than Seedancehttps://xcancel.com/YouArtStudio/status/2081541470155071979#m
>>109379915>>109380011stop giving them free publicity. flux 3 slop won't be local. we've known about this scam since last year. same shit...
>>109380053>>109379990We've already talked about this anon. The model will be absolutely useless if they censor it to an extent that you can call it shit compared to their API offering.
>>109380126And unless BFL want that kind of reputation, they will likely not neuter it too much.
>>109380126No, they will nerf it so its 5-15% better than LingBot, if that, probably will run at shit speed, and call it a day.
>>109380186Nah, based on this chart the released model will be about as good as Seedance 2, since Flux 3 Pro will be an improved version of the one being tested now (they're still working on improving it). So in other words we will likely get the model we're seeing now, API gets the version that has higher quality and HD perhaps.
>>109380208It was same with Flux.1, the Pro was significantly ahead of Ideogram (its only contender) and Dev was better than all models including Ideogram at text (only CFG distillation brought its photorealism/art styles down).
>>109380208This chart is useless if people were somehow preferring omni to seedance.
>>109380222Took a peek at their website. I've not seen any indications that Omni is bad?
>>109380238It's not that it's bad, but it's still behind seedance in terms of actual output quality. It completely ignoring copyright like the Chinese version of seedance might be why people are rating it so highly.
>>109380222>preferring omni to seedanceyou read the chart wrong
>>109380245Maybe in some select outputs you compared or did not prompt engineer properly for the Omni side, take a look athttps://artificialanalysis.ai/video/leaderboard/text-to-videoThose guys tend to be accurate. Plus Google's own charts show the same thing, overall preference to their model over a wide range of videos. Google's models are no joke anon, they also have a pretty decent music model.
Isn't seedance 2 now editing prompts to censor themselves and make output more ai-like and generic?
Do you guys prefer Krea over illustrious/Noob? Is lora making more resource intensive on Krea than on Anima?
Did any anon try to train a LoRA on only the kinoest images he genned to get the best style/composition/things he wants?
>>109380295No. Krea is not for anime.
>>109380308How are people making those game CG pics? Isn't it with Krea 2? Anima only comes kinda close with a lora.
>>109380316>those game CG picsno idea what you're talking about
>>109380342The Yakuza ones anon made last thread. I saw someone do >>109379754 also which looks pretty good for anime despite it not being Krea's forte.
>>109380351iirc he said forward rendering with ps3 graphics. probably a style lora as well.
Damn, might use Flux.3 to learn to cookhttps://xcancel.com/jerrod_lew/status/2081499840874504501#m
>>109380342CG = Coherence Gens.
>ling ling bot
Flux3 when? 2 more weeks?
>>109380456They need at least a month to censor and lobotomize it properly.
>>109380295Krea's usecase will not cover the entirety of the same area as a "traditional anime model" until it gets an injection from *booru. Despite the fact that it covers some anime art not on *booru. I don't think I've yet seen a giant project showcasing how many anime / drawfag styles it can actually pull off and how elastic it makes them. Unless I'm doing something that requires the extra weight of Krea (and it's not dependent on styles from *booru), I just use Anima. Anon has posted some really nice Krea anime gens thoughever, but I wager everyone who knows will agree that the use case is not the same. In the model meta, there's always been one for anime and one for everything else. Maybe that'll change in the future.
>>109380508>In the model meta, there's always been one for anime and one for everything else. Maybe that'll change in the future.Yeah you're right about this. Okay thanks for your input. I'll see if I can get Krea setup.
I hope, on my advice, everyone deleted krea and ideogram.
Flux 3 vid2vid transferTattoo and shirt are spot on
>>109380523Now why would I ever do that
>>109379189fukin kek at the top one
>>109380706hands are fucked up
Why do people think the slop skin that comes out of krea 2 is acceptable?I've heard people describe it as air brushed but airbrushing hasn't been that way for over a decade to two unless you go to an Indian on fiver
>>109380600which one is the real one?
>>109380727sounds like you need a better workflow and less civitai "realism" loras
>>109380727They have no taste. Thankfully here there are anon that make and use good loras.
>>109379495Can't comment yet on this thing's ability to compose music without trying it myself, but vocals and instruments are at least on par with Udio. Here's a similar prompt from ithttps://www.udio.com/songs/7V1AsaM5Dk13G1gSNwsKVs
>>109380709anime don't need to abide by reality.
>>109380742I don't even gen much I just see shit on my xitter sometimes
>>109380730The one on left obviously kek, though that's what I assumed from the tweet and didn't look too closely. The object is really on fire and it's floating so it wouldn't be the one on the right
>>109380761I mean whats the left video for? seems stupid
>>109380727because they are low iq sois, most normgroid cattle doesnt care to push the model towards creativity, actual candid realism, great compositions etc. they care if the model can vaguely generate mario and sonic without a lora.
>>109380535Nice
>>109380792The left video is the reference video. Similar to img2vid, but instead vid2vid for more accuracy over just images (images wouldn't get as close with tattoos etc...)
>>109380754It's been taken down already
>>109380822I know is just that the result is so stupid, might as well just record the right video and just add the fire, those two videos together just doesnt make any sense, since the right video is just himself sitting outside, at least change more stuff using the model, I think that video is just bs for engagement, the right one is also a real video of himself and he just added the fire.
>>109380821idk man, I don't trust women with short humeri.
Just sharing this because I genned the characters with local, text and background are edited in.
>>109380727>Why do people think the slop skin that comes out of krea 2 is acceptable?As opposed to what, ZIT? All of Krea's alternatives slop the skin even more. Also if you don't prompt at 2K then you have a skill issue.
>>109378961giff nikki lora
>>109380865yeah i don't really get the complaint. skin looked pretty good a couple of weeks ago when anons were doing that tummy challenge.
>>109380886thats horrible, the navel is too big, the upper side looks like the back instead of torax, adonis belt is wrong, huge scar in the lower abdomen, wtf, hair looks copied and pasted
>>109380892looks fine to me
>>109380851Yep, taken down sometime before the paper was released. I'm crossing my fingers Alibaba are just prepping for model weights to be released.
>>109380861why
>>109380885does no one have Nikki/Inde lora?
>>109380995Gonna retrain it, upload later
>>109381020will keep an eye out
i can't stop making i2v of girl giving rimjob
>>109381060proof?
>>109381077oops can't share it
>>109381077Kek
why doesnt moot let me post images sirs. they have blocked my 1girls
>>109380858I don't think you're paying enough attention. The video on the right copied over the exact face, facial hair, shirt, and most importantly, the tattoo from different angles, including on the wrist, arm, forearm, bicep. This is useful for doing any kind of reference video/subject work, if you've got videos of someone and would like to go from there.
>>109380861Better taste than most posters here, are you actually making a game or is this just a one off gen? 4 and 5 are particularly appealing.
https://civitai.red/models/2811213/peldmoro-indian-male-character-sdxl-loraHnnnnng peldmoro brosss
>>109381373
>>109381373jesus fucking christ lmao
https://files.catbox.moe/h8g344.mp4muscle girl lora needed to retain her muscle
>>109381524Excellent quality. I’ll leave it at that.
Is there something in particular I need to do to get Anima controlnets working on ReForge Neo? I have all the right files, but using control net isn't giving me any different results from having it turned off.
>>109380903humerus probably resulting from her mother drinking when she was in the womb.
>>109381332It's completed already, but it's not an actual game, it's a card for AI chat frontends like SillyTavern. https://rentry.org/preternaturalThose take a little time to get set up with if you've never done it before, so if you're curious you can preview what a typical "playthrough" looks like on this site, the scrollbar seems hidden though so you have to use the keyboard Home key to scroll to the start.https://chub.ai/chats/178446998
>>109378768thanks!
>>109381524at least milk him, excellent quality btw.
https://files.catbox.moe/ns9nlg.mp4emiru
>>109382121is this ai
>>109382127no thats actually my ass shes eating
>>109382162anon brooo share nikki lora
so many loras on civ are jew funded
ideo and boogu, completely forgotten kek
>>109382167testing testing
didn't mean to kink shame anyone.
>>109380456Anon, even if they do share the weights, you will not be able to run it. Why bother?
>>109381762Omg! So cute! :33333
>>109382474enough testing sirs
Just don't understand the trick k to make anima not look like shit
>>109382526In comfy select the diffusion model and select Krea 2
anyone else afraid of their gpu going out? i've been using mine at 100% usage for damn near 2 years. if it were to die on me, i wouldnt be able to afford a $5k replacement
>>109380861>>109381762Damn, I almost missed this because it doesn't show up in the anchorhold.You might want to post it again in the /aicg/ anchor with a direct chub or catbox link to the card because I think that's what the scraper looks for.
>>109382696undervolt or limit the power.
>>109382526As with anything else in anime, you need to find the right artist. Make a lora if you have to.
>>109382702Ah, I didn't know that. That's too bad, but I try not to stress over exposure and things like that. I'll keep it in mind next time.
>>109382738I'm already limiting the power to 80% and the temps are in a good range under full load, around 55-60C, but I don't see it lasting another 5 years at my current usage level. RTX 6xxx series being released in 2028 will probably cost a fortune.
>>1093826963090s are not 5k, and honestly it's all you need unless you want to really run massive LLMs
>>109382956Don't you need more to run Krea 2 RAW?
https://files.catbox.moe/662qia.mp4
>>109382977yes, 10gb offloaded to ram if you're using the full model + encoder
>>109382977no, I am running it on 24gb vram and training loras for it.3090 is "slower" (not much) than 4/5 series but you don't get much more actual vram for the more pricy cards
>>109382992>>109382991How long does it take for a pic?
>>109382936Don't be a schizoIf you had a faulty unit, it would had issues alreadyYour temperature paranoia happens because you are a retarded techlet and you are afraid of something you don't clearly understand
>>109382992>you don't get much more actual vram for the more pricy cardsthis is why i have no interest in buying a 5090. 32gb vram isn't worth the nearly triple price tag. rtx 6000 pro feels like the only sane upgrade until the new cardsd are released.
>>109383009I run at 8 seconds per step on a 1024x1536 image
>>109383013I never said my card was faulty. I said I'm fearful of something happening due to higher than normal usage you fucking retard. I mentioned temperature because I've seen screenshots of people running their cards at 80C+ which will absolutely drain life prematurely. If that's the core temperature, then the memory junction temperature is much higher, probably 100C+. Doesn't take a tech genius to know sustained high temperatures aren't good.
my secret top tip is there are so many people desperate to buy, repair and flip broken gpus you can put the price up like $50-100 lower than buying another preowned working one and someone will buy it.So I just work my GPUs to actual death running at 80 degrees for years then sell them on ebay when they finally give out as "not used for crypto mining"
>>109383076listed as not working to be clear"not working, don't know why, not used for crypto"
is there a local model for upscaling that would fit into 8G?how about one for basic clothes swap?
oops, forgot to turn my gpu fans on
realistical fakeor fake realistic?
>dude just repair gpusnigga i rather bot in wow and make the same money effortlessly
>>109383201people still play mmorpgs? holy boomer.
>>109383201did you miss my point, yeah I am saying the repairing gpu market is retarded and you can easily sell your broken gpus and buy fixed ones
ancient eldritch boomers lurk this general
>>109383201poorfag lol
>>109383253If you weren't poor you wouldn't be fixing up broken gpus lol
>>109383237absolvte SOVL
pls shoot officer tenpenny or have him on the ground while someone stomps him
>be me>haven't updated ComfyUI in like 8 months>everything works>update update_comfyui>update_comfyui_and_python_dependencies>restart ComfyUI>red text>lots of red text>importError>ModuleNotFoundError>custom node failed to load>half the nodes missingI'm really tired of this
>>109383498why are you still using a bloatware UI that's barely maintained when better and more actives alternatives already exist?
>>109383516kek
>>109383516pic not related, surelyno one would use an application made by such a hateful mentally unstable person
>>109383516I'll try it out when Ani says it's good to try out
>>109383527This general is maintained by a hateful mentally unstable person so I don't think people actually care who makes it so long as it's not cancer like cumfart
>>109383546>ani admitting to being hateful and mentally unstableI see you still haven't learned from your past self-owns.
>>109383576based Ani was right
>>109383576hate that fact that i have to agree with Ani here
>>109383576>open anima>it's 6 months later>still nothing6 months of huffing and puffing and>WORSHIP ME I'M DOING SO MUCH FOR THIS HOBBYwith nothing to show for itlmao
>>109383576what the fuck is ein?
going for a "hung colombian shemale chaturbate streamer" aesthetic
>>109383576ani is right, comfy obviously doesn't care about competency at all if he still even responds to ani.
>>109383610a cute dog from the anime cowboy bebop
>>109383610employer identification number
>>109383516>>109383534>>109383583>>109383589very subtleit's telling that you try so hard to shill on /ldg/ where you've already antagonized everyone by stealing their gens and spamming the thread, instead of reddit or discord where you can't be anonymousno one organically defends anistudio in those platforms and you just get piled on by people calling your BS
>>109383516Incredible how one person alone puts more dedication into his UI than an ORG.
>>109383701>more dedication into his UI than an ORG>6 months and counting, no anima support>no support for really, anythingKeep it up, someone might think you're being subtle.
>>109383713what are you talking about? he genned an image in anima for /adt/'s bday
>>109383740Yeah, you genned an image in anima, after six months. And not even available to the public yet. Keep trying to sell that's "more dedication than an ORG". Lmao.
>>109383592>Anima doesn't work in AniStudioexplain this image
>60hz panellol that guy is not only insufferable but is a poorfag too kek
With how much, er... anon... posts about it, you'd think that software would have at least one active user not counting the creator... at least one...
>>109383740>>109383831why are you ignoring the 6 months part
>>109383831that's not at all what my post is about, cretinit's about how you pestered everyone tooting your own horn over your "open anima" model that you never made because you have no idea how tokeep samefagging, surely at least one newfag will believe you, so far i haven't seen anyone other than you use anistudio though, and you've been shilling for two years straight
>>109383831api generated image, possibly gemini or chatgpt
>>109383831The last release he made was 5 months ago, so no, anima is not included lolcowVery unprofessional and also one of the weakest devs i have ever seen
>>109384014cute
why is anon so mad at local devs, when maintainer burnout and long waiting times are expected, the project it's a one-man project, not sure what kind of turnaround anon was expecting
So the guy that unironically needed 6 months just to pull a new sd.cpp version into his wrapper is the one that seethes all day about the software of his former friend (which nearly always has day 1 support for new models)?No one needs enemies with such "friends"
>>109384111>The last release he made was 5 months agothat's the standard with which he thinks he'll get people to buy that "more dedication than an ORG" isn't him samefagging. hilarious
>>109384151>not sure what kind of turnaround anon was expectingLet's see, how about>>109383701>person alone puts more dedication into his UI than an ORG.lolz
>>109384152Of course, we already know that though.
hes not a local dev but he is a local lolcow
>>109384151Julien is just a lolcow who never finishes anythingAnd yes it's funny because he doesn't even implement things, the sd.cpp guys do all the heavy liftingSo yeah it's very funny when you look at what he claims and what comes out of it (not to speak of the clearly vibecoded commits, he's a really really bad dev)
>>109384151>ahemmm actually 6 months to pull sdcpp for anima support is normal for local devs, newfags please please stop using cumfart and wait 6 months with me instead
Do lolcows know that they're lolcows?Or is it their lack of awareness that makes them lolcows in the first place?
>why is anon so mad at local devsFraming this as anon being upset at all devs instead of one in particular is a very subtle troll. Neat
>>109383498>update_comfyui_and_python_dependenciesretard. you never touch that.
>>109384219good catch
Anyone here found use cases that are so fun they became their daily hobby? For me it's generating image sets in danbooru models, I made hundreds over the the past year. I pick an artist, make a character that fits that artist, and I just make up a story and gen thousands of images following that story. And then I make another story with another character/artist combo and I try to connect the two stories into overarching meta narrative. Of course it features a lot of sex scenes but a lot of other stuff as well, there's drama and action and everything else. I even manually add dialogue to the images.Can't think of anything else to do with the technology though. Anyone hooked on a use case long term rather than just experimenting in general? Something you keep coming back to month after month?
>>109384349yeah, gooning
https://files.catbox.moe/f9mshp.jpg
>>109384362That's not descriptive enough. Are you just genning random individual realistic images/videos? Seems like that would be boring after a while, you need more to turn it into a hobby, no
>>109384349throw all your stuff in a folder including stories, point codex at it and your rpgmaker install and tell it to make a game
>>109384151>when maintainer burnout and long waiting timesDude the sd.cpp guys did all the implementationsDoing a git pull + very minor changes is not something that should give you burnoutImagine if he worked on a real project>whaa>a second jira ticket today!?>nooo that too much for me i need vacation :(lmao
>>109384379My long term plan is to make videos and games out of my sets but I will be treating that as a hobby too, fiddling with each one. I'll definitely be using local only AIs for that though because non-local is gay. So I can't really do that yet at a decent level, I'm in no rush though, I hope this occupies me for the next decade
the bullying needs to stop
>>109384445What bullying?
>>109384445I only see facts itt desu
>>109384349I like doing character designs>1character, standing, tachi-e, arms at sides, legs apart, looking ahead, white background
>>109383395this is awesome, base model and prompt or lora?
>>109384445stop advertising your shit wrapper in this place and maybe we'll stop talking about you, how about that?
>>109384621glad there's a lora of her in her prime. it's all downhill for her from here. if she ever has a child she's gonna balloon into a chancla throwing aubuela over night.
>>109384621never understood why retards make these, whats the use case? you wont chop them up and actually use them as different assets anywhere, you can just use the same image that was used to generate this as a reference in another edit or video model to actually just directly generate what you want
>>109384646nta but it's useful for generating 3d models and as a reference
>>109384587>>109384445Worst of all is the one schizo who doesn't like Ani doing all this shit. Ani hasn't been posting here for months.
>>109384639She's great>>109384646It's fun benchmark to see if lora captures what I trained
>>109384657all 3d model generators are dogshit unless you just want to generate "cartoony chibi reddit robot.jpg" or 3d print some simple statue/toy where details dont matter that much either
>>109384680>can you report the rentry linkKek, trAni really can't stop being embarrassing.
>>109384689negative nancy crying about nothing... again.
>he has to lie on some groomcord that doesn't know him because everywhere else rejects him top kek
>>109384680>If ani says so it must be true>lying doesn't exist>>109384445Do you realize that this is an anonymous imageboard, which means you can simply stop being a namefag/avatarfag if you can't handle the bantz?
>>109384717I mean, you are a namefag and can't handle ani's aura
>>109384586https://civitai.com/models/2810095/gtasa-renderware-graphics-style
>trani posting and samefagging in /ldg/ be like
>>109384728same thing happened when catjack had meltdowns over people using comfy back in the day. He can't help but pick losing sides
>>109384728Cringe. Keep sucking yourself off like that. Haven't you realized from your lack of any user or any organic support that whenever you do this trash, you just humiliate further in the eye of the thread? If anyone was fooled by your samefagging you'd have at least one user after two years of anonymous shilling. Anyone who's been on 4chan for more than a second that namefags don't have whiteknights (except for their own samefag posts), because, once again, they can just take the name off if they can't take the heat.
>you are a namefagwhy did he say this to an anon post tho
>>109384764shut up, tripfag
>>109384753It's easier for him to blame everyone else than self reflect.
>>109384753>humiliate *yourself further>more than a second *knowsGee, my hands must be literally shaking right now.
>>109384774if he had more time or money he could delve deeper into his projects
>>109384819No shit. Now stop spamming this thread. Why do you think it's going to suddenly start working after 2 years of unsuccessful spamming and getting banned and not gaining a single user? And just so you know, any entity willing to give you money will have to be one that's okay with your /d/ post history. But I'm sure that's no problem since the last time it was shared to one of your contacts you said you were okay with it. https://desuarchive.org/d/search/filename/anistudio%2A/end/2026-07-27/
>train chroma in ai toolkit unquanted with adamw for 7k steps on 100 512x512 images>the model's blur goes away and coherency improves massivelyUhhh?
>>109384684the jews really prop up the ugliest women to become stars
>>109384862Cool but I don't really care about Chroma in 2026
>>109384862>>train chroma ihello 2025!
STOP EVERYTHING YOU'RE DOING RIGHT NOW.HOT NEW LORA JUST DROPPED
>>109384880>>109384885I already created a good dataset of the things I like, training a lora for all unique models gives very varied and creative results while being cheap and fast. Next is SD 1.5
>>109384899and they say krea doesnt have any good loras
>>109384903(I already trained the lora on all the modern models)
>>109384858holy meltdown. you were the one false flagging Ani for years lmao
>>109384903100 images won't amount to much, but have fun experimenting.
>>109384875She isn't bad looking by any metric.
>>109384929bruh...
>>109384918>a-actually my longstanding history of giving anistudio updates on /d/ with degenerate gens attached was someone false flagging, please believe me
>>1093846461 still image can be used to make a reference sheet for loras. works way better than klein9b imo
I don’t know how you guys have the energy for these pointless discussions. You’d better be botting them.>>109384933She isn’t my cup of tea either but she’s still not ugly.
>>109384945What do you do with the sheet after tho? don't you need 50+ images?
>>109384819Shame that his own doings have inhibited him from getting funded.
local VLMs are a meme compared to gemini 3 flash for dataset captioning. im surprised more people aren't talking about it, it's free and infinitely better
>>109385043Because anyone whos not brown already has local sota vlm he uses for captioning.
>>109385025i don't understandsandwich structure is all wrong
>>10938499720 high quality images is all you really need. you crop the sheet into individual pieces, ie, front/back/side/profile views/bust/etc. You can also use the full sheet with krea 2 edit lora so you get more consistent results with the character in various poses you may want to try or edit. reference sheets are great for character consistency. if you just use 1 image, the model has to guess every time on parts it can't see.
>>109384933you are homosexual
Why hasn't anyone made an AI capitoner that actually captions datasets the correct way? It's not supposed to describe every image in high detail. That weakens the lora and causes token bleed.
>>109385088>>109385050
>>109385088there are ways to do this but you just need to think harder lil bro, not holding your hand :)
>>109385060>liking el goblina = being straightnot so fast gaylord
>>109385092How does that change anything? a vlm is still going to describe every single image in full detail. ideally it should take the entire dataset, compare images, and only caption the differences between the images, aka, changes in scenery, expressions or poses.
>>109385056AI generated character loras are always something I never managed to understand how they were created to be consistent.There's always going to be minor differences between each gens that you wouldn't get with photos of real people. Sure there can be differences with makeup or skin look, but the facial structure is always going to be 100% consistent. Maybe it matters less than I think it does.But I guess starting from a character sheet gen and then using that as a reference for genning the other dataset images makes sense.
>>109385050the best local VLM still needs to be wrangled just to produce a somewhat usable caption, and even then a manual review is required. a white man considers having to do manual tasks an error, so i will continue with gemini 3 like many other experts in this field
>>109385122not liking a young attractive woman is homosexualitynothing wrong with that, be your best self
Kreap.mp3https://files.catbox.moe/gjd6e6.mp3
>>109385130>>109385128>t. browns
>>109385098I mean I'll probably just ask my ai agent to build one. Feels like this is the age of building your own tools(and not sharing them because everyone hates ai slop anyway)
>>109385139>>109385146
>>109385122Let’s be honest if you met her in real life you’d try to tap that ass.
>>109384680>guys guys it's one singular schizo everyone else loves me grrr >:(
>>109385042wow that's a short humerus.>>109385139hating monstrosities such as krea is wise and noble.
>>109384680imagine being a discord troon
I don't understand why people find her attractive. maybe I just don't like Yandere.
>>109384819He really can't stop talking about the things he will never finish or even start kek
the seething over 1girls yesterday was extraordinary. can we get a repeat of that today? thanks
>>109385187>maybe I just don't like Yandere.you know that's just the character right?
whats the best way to have musk clouds for photo real? something like "steam coming off penis"?
>>109385192It's just us white people are so highly evolved.You wouldn't understand.
>>109385187she's not mutated or fat and has boobs so that makes her attractive to most people. not that complicated.
>>109385145btw, this is krea 2's song - made in ace step 1.5 xl base.It's very epic and highly recommended.It proves suno is inferior to local.
>>109385211all the best 1girl painters throughout history were white. thoughts?
https://huggingface.co/xixxix-HF/NikkiObsession
put this in the collage >>109378324
>>109385218>or fatshe used to be fatter and you can almost see her fat self wanting to break out even stronger. kinda out
>>109385199She still has the psycho look.
>>109385234>no unibrowits over
>>109384680stop stalking ani you schizo
>durr shes just not attractive>t. fat autistok
>the /ldg/ effect
>>109385234Based xixxix one of the best bakers >>109385268Based
pfff i dunno guys i just dont find her attractive i really dont get it>*shoves chicken nuggets down throat*>spends another 5 hours gen'ing ai goon smut
>>109385231Painting is hard, genning is instant and zero effort.
>>109385025A soulful gen? In /ldg/? Sir you're at the wrong place
>soulful is when foodgreasy burger hours
>>109385025If I ordered a cheese steak and the server gave me this burger-sandwich abomination I would rape them
>>109385235https://files.catbox.moe/a8kwr4.jpg
stop calling each other fat you fat fucks
once again, if you like krea, here's a great song for you:https://files.catbox.moe/gjd6e6.mp3listen to itnow
>>109384680I like how he confirmed that "schizo anon" wonBased schizophrenic anon of frenship
>>109385187You're not white.
>>109385248
>>109385323disgusting pedophile
>>109385316the absolute state of kreaslop uncannyness
>>109384696>>109384717>>109385161>>109385175>>109385251>>109385325samefag
>>109385342literally looks like real life and the subject is indistinguishable from the real oneshut up zitfag
>>109385342we can't all be ideogods
>>109385316please more holy fuck
>>109385323One of those images that the more you look the worse it gets
>>109385323>>109385320this is your gen's theme song.
>>109385234>"a Latina woman" in the captionsdoes that mean you can prompt her as any <nationality> woman?
love seeing nogenners cry about gens purely out of jealousy. shit's mad funny
>>109385342krea is terrorism, and I am calling on the military to do their job.
>>109385316Im assuming on HF there's some lora for this concept? Or did you just use a general NSFW one? I know the odds of getting an actual answer are slim but I will still try.
>>109385382I genned this, it's the best gen to involve krea in world historyhttps://files.catbox.moe/gjd6e6.mp3
>>109385349>"literally looks like real life">slopper colors>slopped details>overcontrasted magazine cover lighting>always the most generic centralized subject composition>unnatural weird expressions>always 90-95% celeb likeness without ever getting out of the uncanny valley to reach near 100%>shit textIt has wide knowledge ootb and can do more complex prompts, but whats the point if its this slopped?
>>109385402I think krea appreciators should be the home for the criminally insane.
>>109385402Just prompting.Two side-by-side GoPro shots of P1. She is wearing the same outfit in both shots.On the left is P1 on the sidewalk in a street in New York City in Summer, a POV male's hand is holding a stack of dollar bills, P1 has her arms crossed and is looking at the money and shaking her head as if saying no.On the right POV shot of P1 on her knees on the ground of an alley sucking the huge cock of a standing man, seen from above, the shaft of the penis disappears inside her mouth, she is looking at the camera with half-lidded eyes. Her lower hand is holding the stack of dollar bills. The penis is slick with saliva.P1 is wildcard for names Krea 2 knows fairly well
fyi, I use grayscale, it helps prevent physical revulsion at krea trash.deformed tier humerus>109385414
>>109385234TY man
>109384696 (You)>109384717 (You)>109385161 (You)>109385175 (You)>109385251 (You)>109385325 (You):3
>>109385431yeah, that's gonna be autistic junk.https://files.catbox.moe/gjd6e6.mp3
>gringos acting like apes over some latinakek
>>109385417name your favorite model
>>109385431If you're telling me base krea with nothing else added can do that prompt then I call bullshit. Desu ty for the prompt tho.
ywnbaw
>>109385417>no genKEEEEEEEEEEEEEEEEEEEK
>imagine knowing models names
I found an easy deportation scheme.>shows krea 1girl gen>do you like this image?if yes, deport.
>>109385457>with nothing else addedTextFusion Refusal lora and Realism Enginethe refusal lora should be enough, possibly not as good penis
>>109385482>TextFusion Refusal lora and Realism Engine Based and thank you i cannot wait to goon
I don't allow penises on my computer screen.
>>109385417>always 90-95% celeb likeness without ever getting out of the uncanny valley to reach near 100%if malcolmrey wasn't such a bitch and actually used names in the captions we could bump hundreds of celebs to much better likeness with just one lora, I'm sure of it
>>109385501(but I'm a white man)
ani is fudding krea now because he found the workflow that uses anima as a first pass lmfao
>schizo blogging on the general
Celebfags need to fuck off to their own thread, this is beyond old at this point. I genuinely want a headcount of how many of you freaks are lurking itt, because if it's just one samefagging autist that's one thing, but if there's a pack of you infesting this thread that's a whole different problem, either way, whether it's 5 of you or 10 of you, you need to gtfo ASAP, nobody asked for this.
>>109385450anime: anima aesthetic 1.1 / noob / illustrealism: zit with custom loras, which also fix variance / chroma v48 and its custom lorasediting: klein
>>109385529cool lets see one of your gens
>>109385529>zit with custom loras, which also fix variancename them
>>109384680Why don't you post like a normal person julienWhy screenshot your own discord messages, act like they must be true and samefag as anon hereDo you understand why you're considered a lolcow at all?
>>109385529only to add that zib can be rather nice as well.and re klein, it's good to try to do the 9b base variant if possible. I can't when editing, with my vram.klein has complex adherence.
>you hecking fine women appreciators need to get off my lawn right now
>>109385542any lora that wasnt trained with novels as captions fixes the seed variance problem, pick literally any top zit lora on civit
>>109385542zit variety is simple, just gen a different image with lcm and pass it i2i.Everyone knows this at this point.like the first one can be "landscape painting of a flying submarine"this process is useful anyway with other models.
>>109385504it's more than just the names but yes. I fucking love that someone else has put a bit more effort into them now>>109385519>nobody asked for this.womp womp
>>109385567>>109385569>no genshut up.
>>109385551zib always came out somewhat melted to me, but i primarily care for 1girls so
>>109385578I genned this, hope you like, it's krea:https://files.catbox.moe/gjd6e6.mp3
>>109385567>any top zit lora on civitokay name one>>109385569I don't like that processI won't explain further
which model is the best at genning a trans person hanging themselves?
>>109385234Pretty spooky lora :D
>>109385604the joke isn't funny enough to post a second time, my guy
>>109385602>>>/mlp/
>>109385575LMAO imagine proving my point by immediately posting AI celebrity bait, you couldn't even go five minutes without turning this thread into another parasocial dump,you are a wothless human being
>>109382162someone made this video of her on some discord. Not sure why you see her as hot candy material anon.https://files.catbox.moe/ykfl9w.mp4
>>109385618gpt-image-2
>>109385618ZIT
>>109385634I would berry my dick so far inside that shapeshifter's ass that whoever pulled it out would be crowned king arthur.
>>109385661how original.
>complaining about originalityhow original
>>109385634out of all the shit you can gen why is this transformation shit so popular? even if its not just 1 but a few degens genning it all the time, seeing it this much makes me think not many people really use these api models
>>109385618ask some anons itt for good training data material
>>109385618basedjak-gpt
someone on 4chan told me to stop genning this thing because they don't like it, and now i suddenly don't feel like genning it anymore. like what the hell? can someone explain this phenomenon?
>>109385728it's called shaming and living in a society and it works
I would post something but better not.
>>109385748what about those who feel no shame, like ani
>>109385776incorrigible
All I will say is I like her.
>>109385728sorry anon, wasn't literal, just venting. keep posting :3
I hope Ani keeps making progress so catjack finally kills herself
>>109385858Wow that was uncalled for
>>109385858preach xister we love avatarfags here in /ldg/get real
>>109385625It's krea, listen to ithttps://files.catbox.moe/gjd6e6.mp3I'm serious, have a listen, if you listen, you will hear "krea"
>>109385681Transformation porn is exclusively consumed by people who are trans but haven't accepted it yet. There was a study linked a few threads back
>>109385858Why would you wish death on someone? Has he hurt you somehow? :(
>>109385858that is not a nice thing to say anon
Anyway go back to arguing.
>>109385728When you post your own gen, AI generated or not, the schizo can tell you're posting a piece of yourself. He knows that attacking it is a shortcut to attacking you.
>>109385898Someone's gotta say it, that horse has really short humeri.
>keeps making progresswhat actual progress tho?
>>109385934little do they know, most experienced genners let an llm handle the entire genning process from start to finish
>>109385973this lol.
schizo sisters, our reply???
where's our baker
>>109385999was ani but you madre fun of him
eurobaker save us
>>109385681i personally see transformations and other metamorphism theme stuff as a true benchmark in a model understanding anatomy and physics.also its just bizarre and dick turning-on concept to watch despite not being pro tranny. https://gofile.io/d/2hY0h8
>>109386008>despite not being pro trannyself-hate does run in their community
>>109386008wouldnt it make more sense to then transform inanimate objects into 1girls then? you get to see actual model creativity in embedding the unique parts of the object into creative clothing and attributes of the completely new 1girl.
>>109386008we need a flaccid to erect penis transformation, no one has been able to achieve this yet
>>109386026it has to be men turning into women... it HAS to be
>>109386035>>109386035
>>109386029have you tried without the HRT lora?
https://files.catbox.moe/nzt36r.mp3I found my new thang with ace step.idk. where it makes up nonsense words - but the music is real.Perfect for reading!!!
>>109386042annnd catbox is busted. so, vocaroohttps://voca.ro/16a5tdhXdigt
>>109385266must be real because it doesnt have the cartoony feet of ai
