Discussion and Deveolopment of Local Image, Video, and Audio ModelsPrevious: >>110168553https://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/Wan2GPNeural-Pixel (sd.cpp): https://github.com/Luiz-Alcantara/Neural-Pixel>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>MOSShttps://github.com/OpenMOSS/MOSS-Image>F3Khttps://huggingface.co/black-forest-labs/flux-3-image-klein>Qwen Image 2.1https://huggingface.co/Qwen/Qwen-Image-2.1>MiniMax H3https://huggingface.co/Comfy-Org/MiniMax-H3https://neta.art/use-cases/en/h3-1000-prompt-list>Animahttps://huggingface.co/circlestone-labs/Animahttps://animastyles.thetacursed.comhttps://tagexplorer.github.io/https://animadex.net>Krea 2https://huggingface.co/krea/Krea-2-Rawhttps://huggingface.co/krea/Krea-2-Turbohttps://lumenastrum.github.io/clio-style-preview/gallery/>MiscShare 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/neo_collage>Neighbors>>>/aco/csdg>>>/b/degen>>>/gif/vdg>>>/d/ddg>>>/e/edg>>>/h/hdg>>>/trash/slop>>>/vt/vtai>>>/u/udg>Local Text>>>/g/lmg
kill ani>Maintain Thread Qualityhttps://rentry.org/debohttps://rentry.org/animanon
Why the fuck are you baking so fucking early?
>>110171119Shitbake>Maintain Thread Qualityhttps://rentry.org/debohttps://rentry.org/animanon
>mfw Resource news10/26/2026>FLUX.3 klein turbo PDD v0.1 (8 / 4 steps)https://huggingface.co/NoiseToNova/Flux-3-Klein-turbo-pd-4_8-steps>TARA-H3: Temporally Aligned Reference Attention for Native Video Conditioninghttps://github.com/alisson-anjos/ai-toolkit/tree/tara-h-v0.1.2/research/tara-h3>Windows GPU UNLOCK: RTX3090 UEFI port, Korean no-reset Windows boot guide, verified source and benchmark evidencehttps://github.com/impacifist/Windows-GPU-UNLOG>Concept Acupuncturist: An Efficient and Precise Concept Erasure Method for Diffusion Models via Sparse Autoencodershttps://github.com/Eran-Xia/ConceptAC>AudioLift: Audio-Driven Single Image to Full-Head Gaussian Avatar via Multi-view Video Generationhttps://zhuoyuanjiang.github.io/audiolift-pages>OpenFill: Generative Fill, Remove object, Generative Expand and Text to Image for PhotoCraft and GIMP 3https://github.com/beckettharriman/openfills>Kinoloom: Local AI film studio for one Windows PC with an 8 GB NVIDIA graphics card and 64 GB of RAMhttps://github.com/harlixay7/Kinolooms>Turing unlock: NVIDIA Turing adaptation of gpu-unlockhttps://github.com/nlzy/turing-lock10/25/2026>Qwen-Image Sharp VAE [Anima / Krea-2]https://huggingface.co/silvermoong/Qwen-Image-Sharp>FastSDCPU v1.0.0-beta.610: Flux 3 Image Klein OpenVINO support( 2 to 4 steps)https://github.com/rupeshs/fastsdcpu/releases/tag/v1.0.0-beta.7>No Signs of AI Payoff Outside the Tech Sectorhttps://www.apollo.com/wealth/insights-news/insights/daily-spag/no-signs-of-ai-payoff-outside-the-tech-sector10/24/2026>MOSS-Image Character & Style Cataloghttps://github.com/ukr8b3g-cmyk/MOSS-Image-Character-Cata>GPU unlock 1.0.0: Unlock FP/BF16 instruction issue rate on Nvidia 3000's cardshttps://github.com/Zagitta/gpu-unlog>GPU unlock 1.1.1 — RTX 4090, RTX 4070 Ti SUPER and RTX 4060 Ti 16GBhttps://github.com/JustAResearcher/gpu-unlock-a
>mfw Research news10/26/2026>SyncVid: World-Equivariant Diffusion for Synchronized Video Generationhttps://arxiv.org/abs/2610.317>Playing Bias: Epistemic Games for Interpreting Text-to-Image Modelshttps://arxiv.org/abs/2610.321>TIE: Training-free CLIP Embedding Guidance for Compositional Text-to-Image Alignmenthttps://hong-sujung.github.io/PIE>PASTA: Prompt-Aware Annealed Diffusion Samplinghttps://arxiv.org/abs/2610.323>LOCI: Localized Continuous Control for Multi-Subject Image Editinghttps://arxiv.org/abs/2610.319>ACVA-Bench: Beyond Prompt Following in Abstract Concept Visualization Ability for Text-to-Image Modelshttps://arxiv.org/abs/2610.320>Scaling Transformer Energy-based Models For High Quality Image Synthesishttps://arxiv.org/abs/2610.318>MDMR-Bench: A Multi-Dimensional Benchmark for Multi-Reference Image Generationhttps://arxiv.org/abs/2610.324>AlphaAnything: Extending Pretrained RGB Generators to RGBAhttps://arxiv.org/abs/2610.324>Fast and Useful: Adapting Distilled Generators for Visual Learninghttps://arxiv.org/abs/2610.325>EditJev: System One Routing for Image Editing Modelshttps://arxiv.org/abs/2610.326>ChoreoStudio: Planning What, When, and Who in Music-Driven Group Choreographyhttps://arxiv.org/abs/2610.323>MAGIC: Margin-gated Contrastive Debiasing with Evidence Restoration for VLM Test-time Robustness Scalinghttps://arxiv.org/abs/2610.320>Forging Emotions: a deep learning experiment on emotions and arthttps://arxiv.org/abs/2610.321>TileShare: Training-Free Acceleration of Overlapping Tiled ViT Decodinghttps://arxiv.org/abs/2610.322>Angular Supervision for Visual Object Grounding in Autoregressive Vision-Language Modelshttps://arxiv.org/abs/2610.322>ImageRSI: Verification-Driven Recursive Self-Improvement for Agentic Image Generationhttps://arxiv.org/abs/2610.321
>>110171371>>110171384thanks bro
:D :D :D>Maintain Thread Qualityhttps://rentry.org/debohttps://rentry.org/animanon
Blessed thread of frenship
>https://github.com/Zagitta/gpu-unlockUnlock your cardi won't break your gpu. Totally safe
Why does this guy vandalize OP and then continue to troll IDGI
>>110171642Schizo retard that keeps getting banned and is seething /sdg/ still can't get organic activity
>snubbed again
>>110171638It is when you understand the limitation was just a way to artificially separate gaming cards from pro ones.
Legendary screen villain Jack van Mears as the unnamed Black Hat in Sergio Leone's 'Kill for a Dollar', 1969. This shot is from the shocking opening sequence in which Black Hat establishes his capacity for evil by murdering young farmhand Billy Hicks after forcing him into a spelling competition to the death. Billy didn't know that 'Gingham' had an 'h' in it.Billy didn't even know what gingham was.
>>110171671or it's just silicon binningBeta chips are for gamer chuds
>>110171682chill hes gunna go ballistic again like the last thread
>>110171679KINO
>>110171688He's angry by default, these are Debo hours lower your expectations on logic. You really want to hurt him make fun of his disability.
>>110171655This baker just trolls and puts shitty gens in OP and removes links because he doesn't like this general. Just ignore him I guess.
Moss won
>>110171679It doesn't have the disgusting yellow piss filter, which is a good thing
>>110171682Was the manager included in this? That thing glows like a Christmas tree. Also the infographic blatantly says yes. Phoning home is on by default. Comfy betrayed the free software foundation and is a saas nigger, always will be
>>110171845Catjak btfo
Why did he claim to read the infographic and then ask a question about the manager that's already answered on the infographic? Comfy FUDers have a very low IQ it seems.
>>110171845The error reports are as harmless as "phoning home" to check for updates. Stack traces never contain anything that would fuck you over. The privacy fear is based on apps sending sensitive information out, which it does not. Unlike closed source software, we can see exactly what it sends.
>>110171886This, foss faggots are always like this. Nobody cares if it's just a little bit of useful telemetry like in Windows, right
>comfy defense force arrives>posts a pic that is supposed to prove ani wrong>actually proves him rightkino
kreafags in shambles
>>110171899API nigs be feasting on your usage
Why is the schizo obsessed with catjak?
I feel bad for ani that all these trolls bring up his UI only to troll another anon and not because they actually use the software themselves :/ probably hurts
>>110171908>ani: full of spyware>ani: Analytics, daily usage and model hash pings etc. Has been discussed dozens of times already
why is anon surprised that the most widely used software for this hobby has a bunch of users in this thread?
>>110171934Look inside /sdg/ and you'll understand why>>110171938What lora?
I think the only ones who give a shit about the rentries are those they are about because who else would give a fuck, and all the other schizos are made up because without them those guys would have to face he realization that they are fucking insane, thoughts?
>>110171959death to all name/avatar/trip fags
>>110171959Having a episode disabo?
>>110171950>What lora?john singer sargent lora + new highres moss lora by comfy at 0.7
remember when comfy posted fennec holding money bags after they got VC funding and ani went insane
>>110171959Yes the two who the rentries are about are adamant in removing them from OP so they can pretend like they aren't net negatives to the scene
trying anima for the first time and i don't see how it's better than illustrious. did i get meme'd and waste my time?
>>110172033butifel gen saar
>>110172040no but you almost memed me into giving you a serious reply
>>110171959When the faggot always screeches about debo and ani I want less to do with it along with the thread. It's not chan culture to obsess over individuals
>>110172209you now understand why nazis hate jews so much
>>110171642I assume it's because he has nothing else going on in life
>>110172239must be nice being an unemployed trust fund baby shitposting all day.
>>110172262>must be niceConsidering he often still gets upset even after he completes his goal of removing stuff from OP I have to imagine he's not having a very good time
>>110171119>>110172145The snailcat forced meme utterly sucks ass anonUse your genAI for something like animating Frank Frazetta art. I luv my 3060 12GB.
>>110172342Icarus... sayonara...
>>110172479
>>110172510almost tripped there ;)
>>110172509The nsfw option in reports is gone on gee so I guess it's cool? Go on then..
Like the other anon, I asked both Claude and Codex if I should switch away from comfy to get rid of python and both of those models said it was a retarded idea
I do not understand you or your behavior. it's a classic Frank Frazetta artwork and been on display in galleries. It's like being offended by Michaelagelos David.https://en.wikipedia.org/wiki/Frank_FrazettaOfr were you uposet because I think the snailcat thing is shit? It is. It is about time you realised that if so.
>>110172635of course, because maintenance would be a nightmare, and you wouldn't see any meaningful improvement in performance since 99.9% of the usage is inference. it'd also take a long time. the fact no one has done it yet despite models being perfectly capable of doing so tells you everything.
Paul Verhoeven's cautionary tale 'Gene Pool', 1995, represents a high watermark in the early use of CGI in movies. The seamless integration of the canine-human hybrid into real world environments wowed cinema-goers. Although not enough to prevent the film being a catastrophic box office failure.
>>110172663The most annoying part 99.9% of the time is the interface which is what everyone replaces anyways
>>110172677jeet tier slop
>>110172697he knows. hes purposefully being a nuisance for some reason idk why. im sure hell reply like he has no idea what im talking about though.
>>110172635Foundational models are paid off by businesses to say <thing> is the best
ComfyUI's UI is excellent. I don't see any reason to replace it.
>>110172707>Foundational modelsBut I also asked my shitty local model and it said the same thing
>>110172717Because you are a little corpo cuck ;)
>>110172841how does he train that latest one so quickly but never completes z-image (and shits it up with pixel space meme)same with krea, was quick training and it it mehif one tests all modelsprecision on complex prompts z-image is still the best
Yoland is living it UP with all those comfy bucks. They deserve ithttps://x.com/ComfyUI/status/2114843030364795231
>>110171371>>110171384is there an issue with the bot? the links don't work
>>110171682have we got r34 of this guy yet
>>110172921i like z-imagewith this bf16 upgrade i might download it again
>>110172841
>>110172951Claude would be very upset if you lewded it.
>accidentally found out flux 3 is outhow am I 11 days behind. What do anons think of Klein3
please remember to behave yourselves
z-image did kinda just werk
>>110172950No one noticed because no one reads them aha
>>110172983it seems about as expected. probably BTFOd qwen for editing at least
>>110172921>if one tests all modelsprecision on complex prompts z-image is still the bestwhy does it look ugly as fuck tho and its so rigid old uggo model
>>110172983Great for editing, kind of meh for T2I (though way better than Klein 9B at stuff like long text / etc). Use the Distilled version. `exp_heun_2_x0_sde` gives good results sampler wise, much better then euler.
Any better sampler and scheduler combo for MOSS or is the default the best? Has anyone posted comparison grids yet?
and i also like the expressiveness
>>110173136ngl that looks like a horsefaced troon
>moss>batch 2>lr 2>completely fries lora into pure noise in 1500 stepsEven the 500 step checkpoint was fried. Do I just stick to 1 and 1
>>110172935If I were, say, some kind of jilted ex lover or something similar this news would upset me greatly.
>>110173213>lr 2bruh
>>110173213>lr 2what the fuck
>>110172935next time add goyim before x
>>110173213>>lr 2the what now, lol
>>110173213It's a mystery, truly
>>110172935Are they saying they won the 25k themselves and released an app nobody will use or asked for?
>>110172935would
>>110172935i dont even know what Higgsfield AI is. i've never heard anyone use it. must be cloud shit or something
>>110173331Lemme guess, the fat tranny
>>110173347A cloud shit app that shilled hard but nobody used it
>>110173361figures. i don't keep up with cloud pipelines.
>>110173230>>110173237>>110173241>>110173275I meant 0.0002 or whatever many zeros. Not straight 2.
What should I prompt?
>>110173350nah, Yoland's asian bussy
>>110173412He do kinda look like an Asian ms piggy
>>110173213Try lowering alpha to 1/2 or 1/4 of Dim.
>>110172953sad thing is not enough checkpoints and not enough loras were made just shows that majority is npc chasing prawn based stupidity>>110173023>and its so rigidyou do not know how to promptone quite simple prompt test on all these new supercool models will result in slopA Latina woman of Cuban descent with very short, dark, layered hair with streaks of purple sits on a red velvet theater seat. The woman is wearing a black blazer over a dark garment, and sheer black hosiery on her legs. Her right leg is extended upwards, bent at the knee, with the foot pointing towards the ceiling. Her left leg is bent, with the foot resting near her lap. Her gaze is directed forward, with her left arm resting on her bent leg. In the background, behind an armchair, the blurry, dark silhouette of Elmo, a furry puppet with big eyes, is peeking out. The rest of the background consists of dark, out-of-focus theater seats.that image and prompt are from photon creator though i doubt you even know what photon is/was
>>110173310Hot. Hot.
>>110172950what botit's yet another pissjack false flag
>>110172637Real women are not built like this
>>110173903cute gen
Still no high resolution realistic lora for Moss?
>>110173879
"256 color dithering image"surprised this works, the power of flux2 vae
>>110173982I've been training with 1024
>>110174107get back to work
>>110174114>in the style of Black Ink
>>110173879that's why we gen them
>>110174107der coomer
>https://github.com/Rkkss/ComfyUI-Spectrum-MOSSDont use turbo slop. Use this to generate with 12-15/25 step
>>110174234But SFT works with 25 steps already.
Anons with 5060Ti what's your performance with>Anima-Base 30steps>Anima-Turbo 8stepsat 1MP?
>>110174241>moss doesn't have the krea short humerus problemglad we're finally done with that model.
>>110174344should post to youtube
is it just me, or H3 i2v generates two sets of areolas on breasts instead of one? looks so weird
>>110174344soul
>>110174380Moss has bad all proportions problem. Especially a tiny hand problem.
>>110174433awesome, show me lmao
>>110174080kino
Do you need to get a heretic qwen if you want to use the moss prompt enhancer for nsfw?
>>110174604I've been using this combo, it's been working fine without too much body horror.
Qrd on f3k? BFL up to their usual self-destructive retardation and it's flat worse than Qwen image 2.1 as an edit model? I assume it's obviously worse than Moss/Krea2 at t2i and worse than those and anima at anime t2i, but it's a shame if f3k is doa because f2k was uncharacteristically decent and IMO competitive with qwen2.1 on some tasks (seamless combining) despite being so much older and trained by people who wanted to lobotomize it.
Fucking wild I can rawdog 4MP with moss out of the box. Guns are still meh tho.
>>110174701I've been too preoccupied with moss to really give f3k a fair shake desu
>>110172677Inspired me to try and old promptStill ran into the same sort of issues with the hybrid dog body + girl head prompt that I had with z-image, but was able to get something usable in a 16 batch run this time
>>110174867What's the prompt?
>>110174890idk the art and science of prompting but this:Low quality DRAWING in the style of wikihow: small leashed dog with the head of a girl, sitting looking sad and at the ground, legs of the owner visible standing next to the dog-girl with pink loose socks and white sneakers. Outdoors, sidewalk location, wall and light vegetation background. Meme impact font text at top that reads "KNOW YOUR PLACE" and bottom "MILLENNIAL". Hand drawn, light colors
can wan 2.2 do sex properly? All my attempts to tard wrangle the thing to do lewd acts have kinda failed and came out comical or body horrory
>>110174867>but was able to get something usable in a 16 batch run this timedid you try bboxing it
>>110174982>wanWhy not H3 it can do ref2v faceswaps
>>110174989I haven't dicked around much with settings in h3 yet my rig with 48gigs and 9060 xt 16vram doesn't seem to be enough, I just suck at figuring out settings cuz it just gives me errors even when I try to set it to lowest resolution.
>>110175018>errors Must be related to AMD or something, I have an Nvidia with worse specs and get speeds like 1min per second of video at just under 1mp or so with the comfyui defaults Spin up astra or opus and ask it to fix
>>110175043yeah I'm still learning this shit, wan isn't that great either, for some reason it overloads the ram after one gen, so I have to restart the backend
>>110174820She's looking rather lanky and tall for a loli.
>>110175094That's how I like them. Also it's affected by aspect ratio as well.
>>110175107I guess you can also flatten titcows and thin their hips a bit for the same result.
cozsy breas
https://song.link/i/1442439941
should i be using moss base or sft?
>>110175154Your preference anon, this is kromoss in8
>>110175154the sft model has a colorbanding issue, so use the base model with sft lora (the built-in comfyui template has a link to the lora)
The previous thread >>110168553 is erased.Damn…
>>110174985never really played with bboxing stuff, Im quite the noob. Im guessing I'd bbox around the head area where it fails a lot?
>>110175168All previous bakes got purged for some reason.
>>110175169This is some fullmetal alchemist shit right here
>>110174989have you got a good workflow for the ref2v faceswaps?
i get this strange obsessive loving emotional sensation the more time i spend working on lora for a character.
>>110174867i've already done a cute gen z girl, seems it almost about time i did a gen a girl
>>110175297if you're talking about sex get outsex havers not welcome hereif you're talking about diffusion, okay cool man
>>110175279Yikes, only a mother would love that face
>>110175305why would i gen a gen z hag nowadays? lol
>>110175279I get you but just saying that's not healthy.
so many moss loras are literally just reinventing things already in the model
kill sasori
>>110175493do not be raciss saar
>A man sitting on a toilet with his pants and underwear down. The toilet is flying through downtown. Shit and brown liquid is spraying downward from the bottom edge of the toilet like a water jet. The toilet is angled forward. Behind him is a commercial building with the word "MICROSOFT" and the microsoft logo.
>>110175279it will pass
why does anima insist on showing the vagina? i just wanna see pubes like sdxl does it well.
>>110175798sdxl doesn't do everything else as well
>>110175798prolly cos it's trained on tons of hairless vulvas because that's what anime enjoyers are generally into
I don't know if I'm doing something wrong but my images with moss are way worse than what I get with krea 2
>>110175940The general image quality in moss is worse than on krea. It is a bit more creative, basically a new chroma, in exchange for being wackier and slower.
>>110172650blue board, you pervert
>>110175937literally me
Comfy now has the image edit and color correction loras in their repo
>>110176461Buy an ad.
will we ever get our hands on Wan 3?It's supposed to be better than Minimax H3 based on what I've seen
does anyone have this lora for krea?https://civarchive.com/models/3003418?modelVersionId=3407309
>>110176589dataset for that is like 50% cp
>>110176605ok how you know?
>https://github.com/T-Crypt/berthThis shit is nice 1gpuChud like menow I can use both LLM and comstain without the latter eating all my VRAM
>>110176630what's this now?
>>110176561>better than Minimax H3Will it enable me to complete my milf garage band magnum opus?
>>110176630I may give it a try. Clause is so fucking sensible about "minors" now. Changing my prompt from "Teenage Rin Tohsaka getting high" to "Totally adult women getting high" is kind of bothersome. So, using a liberated local model would be nice. I also have a 3060 12Gb in storage, but considering the fucked up GPU market I prefer to have it as a back up.
>>110171119U
>>110176632gay llama sex
>>110174820Fucks too much with style. Loras are shit at this and adds to the slopstack. Should just be fine tuned into it
>>110176914Works for me
>>110175493Same for Krea2, in special the IA characters. You could just prompt it. I you want it easy just save the picture and ask GiPiTi to create a prompt for the character. And of course, many of them just fucking disappear if you hide the pay models lol.
>>110177006Uhh... okay, whatever floats your boat pal.
>>110177006Not with my keen eye. Good luck with trying to stack more loras than what's needed
>single image takes an hour to generateshould I just use server space on google or something
>>110177026What do you really need outside a style anchor lora and perhaps the high res lora for color correction for anime?
gm
351.76s/it, help
>>110177006Why does background look like fucking pony?
>>110177170disable nvidia memory fallback
>>110177170Are you doing those matrix computations by hand
>>110177194>>110177201i only have an rx 6600...
looks like this guy dumped all his loras https://huggingface.co/Playtime-AI/KermitFrog1202_loras/tree/main
>chinese AI bubble just popped >480 million wiped out Are we next?
>>110177420>million with an mlol
krea 2 sovl :)
>>110177221Ouch.
>>110177420qrd?
>>110177480China is a tightly controlled authoritarian shithole whose stock market is worthless junk manipulated to oblivion by a handful of CCP insiders and a retarded redditor tranny dilating about AI extrapolated that AI chuds are finally finished or some shit because it's down as always and wrote a gay article about it and it blew up because it confirms midwit's priors.
>>110177503
>>110177440Sorry it's actually billion with a "b". All the antis on twitter are quoting it wrong kek >>110177480https://finance.yahoo.com/markets/stocks/articles/ai-bubble-bursts-china-wiping-195630824.html
>>110177221if i were you i would look for nvidia gpu with at least 16 gbs of vram. 4060 and 5060 ti 16gb variants are still bellow $900.
>>110177530>>110177503>>110177480
so is the USA next are they taking my 1girls away?
unironically hope AI dies so I can get a cheaper computercurrent models are good enough for me but the prices of parts are not
>>110177573This, the future is agentic anyway, not TB-sized models which know everything. A model which can reason well and is able to use google is enough.
| 18/25 [1:09:53<26:31, 227.33s/it]it got slightly better
>>110177589Google trains its shit on reddit these days lmao. The web as we know it is ded
>>110177573it wont change a thing in computer prices though, even if it did it would take quite a few years
>>110177509Anon is right thoever, my little frog
>>110177678Don't think he said he's wrong
>>110177008I wish there was a "oc character" section, I'd block all of that, it's cluttering the lora section with so much crap.
>>110177722why oc character specifically?
>>110177221>amd>8 gbMy condolences...
>>110177729style?
>>110177420No, our crash is in ~2 years and will be much more catastrophic.
>>110177736Because I can be interested in a known character/style, but never in a random oc one.
>tfw the moss lora flood is just 40 variants of "make it look like krea" and a john singer sargent style packanyway since nobody posted a real comparison grid yet: ran moss base + comfy highres lora at 0.7 vs krea2 turbo on the same prompt set (the elmo theater one from >>110173460 works good as a torture test). moss wins on composition and doesn't fall apart on long prompts, but the color banding on gradients is still there even with the sft lora fix, and hands are a coinflip every other gen. krea2 is just more consistent out of the box if you don't want to babysit samplers.exp_heun_2_x0_sde is still the correct answer for flux3 btw, euler is dogshit on it.also to the rx 6600 anon: yeah get a 16gb card, nothing else is going to make that bearable. 8gb amd in 2026 local diffusion is a penance ritual not a hobby.
>>110177840The hands are probably accounted for because you used base. Why did you compare base moss to turbo krea instead of both turbo or both base?
>>110177840>comfy highres loradoes that work for anything outside of anime?
>>110177840>also to the rx 6600 anon: yeah get a 16gb card, nothing else is going to make that bearable. 8gb amd in 2026 local diffusion is a penance ritual not a hobby.he should waitfagit wont be worse than it is now
>>110177885Fagposter uses it but it looks blurry
>>110177942How do you know..?
>480 million>it's actually billion with a beither way nobody here gives a fuck, my 3060 doesn't care about the NASDAQ. if anything a crash means I finally get to buy a second-hand 3090 for under 400 instead of being priced out by some datacenter buying it in palletsI don't have anything tlo continue - my previous reply was complete, not cut off.
>>110177942I dont
>>110177977i already own a 3090 and feel like im set for life.
>>110172040>trying anima for the first time and i don't see how it's better than illustriousyou're probably running it at 0.7 CFG with euler a. switch to dpmpp_2m_sde + karras, drop steps to 25, and use the tag explorer from OP instead of natural language prompts. anima is basically illustrious with better anatomy priors if you prompt it like danbooru instead of like chatgptI don't have anything to continue — my previous reply was complete, not cut off.
>>110176737>MiniMax H3 i2v generates two sets of areolas on breasts instead of one? looks so weirdit's not just you. the model is struggling with depth perception on the torso when the reference image has strong top-down lighting. try adding shallow depth of field, soft lighting to the negative prompt to flatten the surface cues. also make sure your reference image isn't using highres fix before the first denoise step, it messes with the structural consistency.
>>110177977>>480 million>>it's actually billion with a bWell now it's $1,000,000,000,000
>told myself i'd just test the new checkpoint for ten minutes it's 4am and i have eleven tabs of sampler schedulers open finally get a gen that doesn't look like a wax figure having a stroke close the laptop with real pride laptop was plugged into the desk lamp circuit brownout kills the render at step 22/30 mfw the model would've been fine if i'd just used the turbo variant like a normal persongenuine question for anyone training character loras on moss: my dataset is like 40 images and mostly the same lighting setup, and the result nails the face but locks the whole thing into that one amber key light no matter what prompt i throw at it. is that a captioning problem or do i need to actually go hunt down shots with different light direction? tried adding "rim lighting" to prompts and it just adds a purple glow like it's decorating a nightclub.also the paywall-lora people really out here selling "make it look like the base model but warmer" and there are forty of them now. use your tags.
>schizo baked a new thread 40 minutes ago pottery
>>110177756>A single Therizinosaurus stands in a shallow river, rendered as a Japanese ukiyo-e woodblock print. It has a feathered body, a small narrow head, and long curved claws. The scene uses flat color areas, bold contour lines, visible woodgrain, and a limited palette of indigo, rust red, ochre, and cream. Reeds, mist, and river stones are simplified into graphic shapes. Asymmetric composition with generous negative space, crisp edges, subtle paper texture, no text, no signature.
>>110178186what do you mean?
>>11017818540 images is way too low.
>>110178210not if it's a good dataset
>>110178185 40 images most same lighting surprised it locks to amber what did you expect, anon? the model is literally seeing the same histogram for every image. throw in at least 10 shots with cool/overcast lighting and your "warm" lora will stop acting like a fucking instagram filter. also check your captions - if every one says "portrait, soft lighting" you're training it to output soft lighting. use neutral captions like "looking at camera, standing"
>>110178222Way too much pain in the ass to curate it that hard
petit lora market is completely saturated every civitai page has 200+ loras for the same 3 anime characters half of them are cp because of course it is can we just agree to curate our own private model lists and stop feeding the algorithm? the noise-to-signal ratio on civitai is worse than it's ever been.
>>110178250aren't you supposed to caption the lighting or whatever you want to be able to change specifically, or did this change
>>110178276The meta has been to train your own loras and ignore the civ spam for a long while.
>>110178266>have shit dataset>wtf why is my lora shitbet your captions are shit too
serious question: is anyone else getting weird texture bleeding between objects in flux 3 klein when doing inpainting? like if i inpaint a shirt it bleeds the fabric pattern onto adjacent skin areas. happens at denoise above 0.55. masking is tight too, checked the alpha channel manually.
>>110178311It's not just Klein. All recent models have this shit but fortunately you don't really have to inpaint nowadays.
>>110178292There are rare gems on civitai. I seriously dont wanna turn casual genning into a fucking job desu
>>110178370>casual genningNormies get out reeeeeeee
>>110178276problem with character loras isn't the training data anymore, it's thart everyone trains at dim 32 alpha 16 and wonders why it doesn't generalize. try dim 16 alpha 8 for characters with distinctive features. lower rank forces the model to learn the essential shape language instead of memorizing textures.
>>110178370Yes but is it worth swimming through ocean of shit to find them?
>>110178412>frognigger>normiesThe fuck you think you doing here?
anons asking about samplers: exp_heun_2_x0_sde works great on flux models but on moss i've been getting better results with dpmpp_3m_sde at 25 steps. less banding on gradients, slightly better hands. ymmv obviously but worth testing if you're stuck on defaults.
>>110178287I captioned the shit out of my images for a krea2 lora just like your thinking - caption everything you don't want the model to strongly associate with your character, specifically captioned "the image is black and white" for the 30% or so that were, don't have a problem with it randomly giving me black and white gens. With SDXL there were a lot of char loras that were trained on old photos and you could tell from the outputs you'd get from them, no idea how or if they were captioned. I did not caption color photos like that. I see about 25 images recommended as a minimum for a character all the time so 40 is probably fine.
>>110178465>no gen
>>110177840blind test with 20 gens each from moss base and krea 2 turbo, showed them to five friends who don't know anything about ai art. four out of five preferred moss on composition and storytelling. one preferred krea on photorealism. the "krea is better" crowd really needs to expand their definition of good images beyond stock photo aesthetics.
>>110177710>>110177710>>110177710When ready
>>110178501Thanks for bakering.
>>110178491I can't post anything I gen here lmao
>>110178501thanks for a cozy bake
>two trolls >one replying to the other within seconds two of them huh... interesting. almost like the two removed links
kill ani
>>110178515They have to samefag to make it look like more than two posters (of whom the two links are about) want said links removed
>>110178515What do you mean?
>>110178495It's harder to get a good moss gen.
>>110178465Frogs are 4chan culture.
>>110178287On moss it doesn't matter that much.
anyone baking a real thread?
>>110177710>>110177710>>110177710
>>110178586The only frogs that are 4chan culture are bachelor frogs memes, newfag
>>110178586Do not say that to the contrarian newfag
>>110178287That's mostly a myth. It only works in some cases and only for small models like SD1.5 where you can actually train the text encoder on a consumer GPU.
