Discussion and Development of Local Image, Video, and Music ModelsPrevious: >>109660183 >>109657561https://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>Minimax H3https://huggingface.co/Comfy-Org/MiniMax-H3>Krea 2https://huggingface.co/krea/Krea-2-Rawhttps://huggingface.co/krea/Krea-2-Turbohttps://lumenastrum.github.io/clio-style-preview/gallery/>Animahttps://huggingface.co/circlestone-labs/Animahttps://tagexplorer.github.io/https://animadex.net>Kleinhttps://huggingface.co/collections/black-forest-labs/flux2>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/ldgcollage_v2>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
this is the thread
Blessed thread of frenship
is this the thread?
This is the thread.
>>109662901time traveler or something
Minimax Gens + Video Editing
He's trying to false flag in /lmg/ using this thread as the way to troll.Now he's going to pretend he doesn't do shit like this daily and call anons obsessed or schizo for hating him in under 12 hours
>repostingwhat are your fixed operation times with H3? I mean total execution time minus actual inference time, so only>loading/staging models + encoding/decoding timeHaving tested on different sizes and durations it's pretty much always ~120s but i'm a 8gb vramlet so most of it is juggling VRAM
>mfw Resource news08/27/2026>Nvidia agrees to buy Hugging Face for $12.9 billionhttps://www.reuters.com/technology/nvidia-talks-acquire-hugging-face-13-billion-deal-business-insider-reports-2026-08-27>lightx2v/Minimax-h3-Turbo · 8-step 768p V1.0 LoRA releasedhttps://huggingface.co/lightx2v/Minimax-h3-Turbo/discussions/48#6a8fd8bb97c3b91d430a1c86>MiniMax H3 Director Cut Studiohttps://github.com/karuvanan/MiniMax-H3-Director-Cut-Studio>ComfyUI-Raylight-Windows: 2x H3 iteration speed with dual gpuhttps://github.com/9nate-drake/ComfyUI-Raylight-Windows>GGSS: Geodesic-Gated Spherical Steering for Inference-Time Debiasing of Generative Vision-Language Modelshttps://github.com/dukesun99/GGSS>RefVideo-6M: A Reliable Reference-Based Dataset for Instructional Video Editinghttps://huggingface.co/datasets/RefVideo6M/RefVideo6M>VBVR-Pro: A Scalable and Verifiable Suite for Native Visual Reasoninghttps://video-reason.com>When Composition Doesn't Add Up: Humans Identifying Defects in AI-Generated Imageshttps://github.com/Future-IQA/CO-AID>Comfy H3 Sync Sound Community Challengehttps://blog.comfy.org/p/comfy-h3-sync-sound-community-challenge08/26/2026>MiniMax H3 Acc FL2VA & REF2VA LoRAs By Wan Teamhttps://huggingface.co/alibaba-pai/MiniMax-H3-Acc-LoRAs>MiniMax-H3 Omni Prompt Rewriter LoRA https://huggingface.co/lightx2v/MiniMax-H3-Prompt-Rewriter-LoRA-Omni>MiniMax-H3 Acc LoRAs — ComfyUI conversion https://huggingface.co/aptech0081/MiniMax-H3-Acc-LoRAs-ComfyUI>H3 Character Sheet Generator https://huggingface.co/PoopMan333/H3_Character_Sheet_Generator>DiffusionOPSD: On-Policy Self-Distillation in Diffusion Modelshttps://diffusionopsd.github.io>TurboT2VA: Fast Large-Scale Text-to-Video-Audio Generation via Score-Regularized Consistency Distillationhttps://github.com/thu-ml/TurboDiffusion/tree/main/turbot2va>LeFlow: Generative Latent Flow Planning for World Modelshttps://github.com/hsiangwei0903/LeFlow
>>109662949Yeah, it's pretty sad.
>mfw Research news08/27/2026>VGA-BenchV2: An Expanded Unified Benchmark and Multi-Model Framework for Evaluating Video Aesthetics and Generation Qualityhttps://arxiv.org/abs/2608.25452>Efficient Training with Foresight: Multi-Token Auxiliary Supervision for Autoregressive Image Generationhttps://arxiv.org/abs/2608.25386>4DStreamCtrl: Interactive Video Generation with Online 4D Controlhttps://arxiv.org/abs/2608.25479>Plans You Can Check: Verifier-Grounded Learning of an Open-Weight Planner for Executable Video-Editinghttps://arxiv.org/abs/2608.25622>Towards Purified Multi-Label Test-Time Adaptation of Vision-Language Modelshttps://arxiv.org/abs/2608.25653>Uncertainty-Guided Latent Diffusion Models for Faithful Super Resolutionhttps://arxiv.org/abs/2608.25998>FlashNormal: Detailed Surface Normal Estimation from Flash and No-Flash Imageshttps://arxiv.org/abs/2608.25360>MLLMCLIP: Feature-Level Distillation of MLLM for Robust Vision-Language Representationshttps://arxiv.org/abs/2608.25575>On the Separation of Human and AI-Generated Images in CLIP Embedding Spacehttps://arxiv.org/abs/2608.25609>Unsupervised Post-Training of Foundation Models: A Surveyhttps://arxiv.org/abs/2608.24982>Visual General Intelligence: A White Paperhttps://arxiv.org/abs/2608.25924>DeCO: Discriminative Evidence Composition for Fine-Grained Dataset Distillationhttps://arxiv.org/abs/2608.25480>Not All Attention Heads Contribute to Critical Visual Token Selection: Head-Aware Pruning Matters Morehttps://arxiv.org/abs/2608.25332
>>109662949>>109662958>Be me, thread>People are posting gens>Schizo starts spazzing about nothing related to the thread for no reason, not even a triggerCan you retards not?
>>109662949This guy?https://desuarchive.org/a/post/290482330
>>109662908yes post some cuties pls :3
first for fuck unsloth.
>>109662954>>109662962fuck off unemployed loser
>>109662971No he was spamming the new /lmg/ thread with this thread he does this now. He spams other generals with the link to the real thread to try to get it deleted.>>109662969Nobody likes you and you wake up every day to be a burden on everyone
>>109662988Yep, that's right.>>109662929I know you have NSFW gens like these, can you catbox? For... research.
>>109662939this is nsfw>>>/e/
Could you fucking spastics maybe stop splitting threads and just agree on one from the get-go?
>>109663004We're not it's two bitter faggots seething about the OP for years at this point
>>109663004same guy made the both threads, he has been doing this for 10 years now
>>109662995>Nobody likes you and you wake up every day to be a burden on everyoneIf you could only see how much this applies to you schizo-kun
>>109663000>I know you have NSFW gens like these, can you catbox?He does. Just check the previous ~4+ threads and Ctrl+F for catbox, there's a bunch of links. How do I know? 'Cause I convinced him to share (at least I'd like to think so).Speaking of which, Yon-sensei, if you're still here, why was picrel censored? I'm assuming you didn't prompt it to be? So likely an artifact from its training data or something?
>>109663042Who has a rentry again?
>>109663019>>109663037Someone should convince him/them to an hero then.Every fucking thread with this shit.
>>109663046I'm convinced he's part of some secret government psyop program to get more people into femboys.
>>109663048>Who has a rentry again?I DON'T UNDERSTAND YOUR SCHIZO BABBLE, I DONT GIVE A FUCK ABOUT THE OP OR THE LINKS IN IT, I'M NOT ONE OF YOUR DISCORD BUDDIES I JUST WANT TO TALK ABOUT AIMods please rangeban his id, nothing of value will be lost
uh oh julien melty
>>109663066Look how wounded he gets when exposed>>109663060They have been doing this for almost 5 fucking years now. It used to be a solo operation but the dev lost his mind and joined him
>>109662954>>>ComfyUI-Raylight-Windows: 2x H3 iteration speed with dual gpu>https://github.com/9nate-drake/ComfyUI-Raylight-WindowsI wonder if this will handle heterogenous gpus well
>>109663073>keeps talking about schizo discord drama itt>hey fuck off with that schizo discord drama>HE IS ONE OF US, HE IS *Insert name of some schizo here*If I could press a button to nuke all schizos I would you know?
Mashu... you were supposed to sit on top of the washing machine>>109663046>censoredI got like 3 censors total from 8400 pics, good enough, I was meaning to re-gen that with different steps or censored as a negative tag since its the most erotic one>>109663065that's handled by porn sites, don't you think?
>>109662939this just needs some hot glue
>>109663084there are gay GPUs?
>>109663084The retard that posted that just throws up links including malware and doesn't read anything. He's also one of the schizos that split bakes constantly
OK, just got to picrel and the subsequent gens, LMAO. So were you experimenting with censorship after all? Or just genning silly stuff to blow off after those unfortunate foreskin-pulling horror gens that didn't pan out?>>109663065Nah, that's retarded, anon. Wanna know why? 'Cause governments aren't this competent, he's too good at that for him to be a fed.
>>109663102I always verify before installing anon, I'm looking into it as a source of news with potentially interesting things, not a source of trusted tools
MiniConstruct anon, I like your thing. It works. Not sure if I prefer it or the H3 Prompt Writer extension but I'll tinker with both for a bit.
>>109663119Most anons won't offer any discussion due to him posting it just a fyi
>>109663115>censorshipno the face or a giraffe face replacing the dick is because of the "foreskin pull" tag, its a cursed tag
>>109663099Are you sure?
>>109663046Yo, too lazy to read through past threads, what's the artist the lora you are using was trained on?
>>109663048you dohttps://rentry.org/ranfaggotand it actually is full of proofs unlike the schizobabble in the op rentries>>109663121kill yourself wanschizo
>>109663060For no discernable reason too. I'd obviously prefer if the new thread always had a proper collage, but who actually interested in talking about local generation cares for the drama rentrys to the point that we have to have regular splits of the thread?Just be quicker than the other party if you want to have them in the OP or not, and accept if you've not been quicker once or twice.
>>109663141>Self own's himself again posting thatMust like the punishment I guess
>>109663142>Least obvious julien post
>>109663153you using the RAW+TURBO workflow?
>>109663153I genuinely an actually autoregressive generation would offer a better mirror reflection, even if I enjoy that skirt/ass.
>>109663142>but who actually interested in talking about local generation cares for the drama rentrys to the point that we have to have regular splits of the thread?oh i don't knowmaybe we just don't want to use threads created by the guy who got exposed spamming literally 90 posts in single threads trying to manipulate public opinionmaybe we want to talk about local diffusion without the guy that makes 90 posts per thread samefagging?
I have the $100 Pro sub, according to my Codex stats I spend thousands of dollars in tokens every week, how this makes any economic sense for OpenAI? Will the subsidizing end at some point?
>>109663141why am I being called a random namefag, i'm just trying out prompt writer tools
>>109663115does this look japanese enough?
>>109663173for every user actually using the full value of their subscription you have 30 who barely use it.
>>109663097>Mashu... you were supposed to sit on top of the washing machineHeh, seems like she's willful like that. Cute (and sexy). Speaking of cute (and funny, in this case), were the lolis in that latest one just for fun? 'Cause they came out damn fine.>>109663097>I got like 3 censors total from 8400 pics, good enoughYeah, that's a pretty great ratio. 0.036%? Did I get that right? Sub-1000th (8.4) so I think so at least.>that's handled by porn sites, don't you think?Mainstream ones? Those have been pushing trannies pretty hard, sure, but femboys? Not in my experience though of course your mileage may differ.
>>109663167krea 2 turbo + zit pass
>>109663173Don't forget that $1000 worth of tokens aren't actually worth that much and it's just the pricing.You can calculate how much a token is actually worth by doing wattage/token/s math, and trust me it's not even close to what they charge
>>109663211+ZIT !!!!I'm not patient enough for that.
>>109663197>lolis in that latest oneAI mistake, not intentional
>>109663175If you read the rentry link you can see how low IQ they are. The failed dev tried posting this in multiple places and got laughed at and called mentally ill. He has to hide in hug boxes and plan raids be it models made by people he's jealous of or this very general.
>>109663152Go back you're not welcome here.Tired of posting with the chroma gurl wordlist spammer? Tough luck.
>>109663217Electricity is not even the biggest cost though, you need to account the amortized cost of the GPUs and all the rest necessary to run the thing, they are not making profit still afaik
>>109663129Wild. I have no clue how any of this works technically even at a high level but can the model be told in natural language to do something that was never present in the tags? In order to circumvent that issue, I mean. So instead of "foreskin pull" (assuming that's an actual tag for a second) writing something more indirect and verbose à la "tugging at the skin that covers the tip of the penis". Or do they just not work that way and you really are pretty much locked in to things that have specifically been tagged and trained on?
>>109663170*think
>gens have either godlike music or godlike visuals but never both at the same timeWhy is this so common? Can't even edit this shit because the beats don't match
>>109663173As long as you actually use most of these 100 bucks, you are heavily subsidized.
>>109663172Understandable, but how does splitting the thread or having the drama rentrys in the OP prevent any of that?
>>109663252generate music and use it as ref
anime turba 1.1 released
>>109663238>They're not making a profitYeah but they also give out tons of ai shit for free and invest more than they actually need, they have a massive surplus in hardware that they use to train shit, ofc they don't make a profit.But by selling those tokens/plans they are 100% making a profit on them. Even if you guesstimate that the cards only last 3 years (they last longer) they will have made a massive profit on them if they just sold the token.Why do you think so many people buy gpu's and make pod sites?
>>109663261They should pass some kind of law that you aren't allowed to use the internet if you have a mental illness.
>>109663286Thread would be pretty slow, but probably more enjoyable, too.
>>109663131>Yo, too lazy to read through past threadsSucks to be you then, I guess, if a quick Ctrl+F for each one is too much to ask.>>109663131First off, I'm not the one crafting these gemmies. Secondly, he won't tell for whatever reason. Others asked before (>>109648913), myself included though I just did so 'cause the style seems familiar and I wanted to see if I knew whoever it was based on.
>>109662614Link me up the lora later. Good luck!
>>109663142>and accept if you've not been quicker once or twice.LMAO, "I dunno why these schizos aren't just reasonable". Their obsession/mental illness is that "no discernible reason" (who the fuck decided to spell that with an "i" by the way). A *reasonable* person wouldn't care about this shit in the first place so when someone does they're obviously not just gonna admit defeat. And I mean that all around.
>>109663241>never present in the tags?my posts have custom gens like pink garter straps on silk, ribbed fabric shirt with a delta shape cutout with shiny gold thread trim, all custom, the natural language section is quite goodforeskin pull is a real gelbooru tagI could describe "he's grabbing his foreskin gently with/between his index finger and thumb*there's one really japanese face but it has exposed pussy baka I set the prompt to sensitive and it still does porn
>>109663152Hi, you *are* welcome here. Asked you a question late last thread you might have not seen anymore: >>109662857
>>109663314>he won't tell for whatever reasonIt's ok, he doesn't have to share all his secrets.
>>109663358>he doesn't have to share all his secrets.as if I would ever admit to sabotaging canadian nuclear power research in 50s
>>109663347>that facei-is he farting? not complaining!
>>109663407that's a mature woman with small tits why would I make that into a dudeanyways no she's smirking lightly
>>109663355you can hang out with nigbo all day, there's even a dedicated thread just for him (into which he should fuck off for good) :]>>>/g/sdg
smug japanese mug (female)
>>109663308First the paralympics now the clankerlympics, what's next, women in sports?
>>109663445para-clanker-foidlympicsfemale bots with curves not allowed
>>109663314Probably solipsist if I had to guess. Unless it's a combination of loras.
>>109663186Heh, you tell me, it was your idea (though I'll remind you that you spoke of a "mature lady", not this lil' nymph). But yeah, I get (albeit idealized) Nip vibes from her alright.>>109662862Well, when you said meme face I was expecting outright goofy shit, you know? Like an unintentional ahegao or extreme expressions like that. Not just whatever these mildly ... I-don't-even-know-what are. Had you thrown these in with a bunch of others and asked me to spot the ones with the "meme faces" I doubt I would've guessed correctly. >>109662636>the zoi character looks really good, I should try to make pictures of her somehowHappy to hear that you appreciate her. Again, the manga itself is phenomenal as well. Her "loli in the body of a grown-ass woman" character is actually very well developed, too. Bet you'd also love the slut in picrel. MILFy single mom with a tragic backstory who single-handedly butchered thousands in close combat over decades.>somehowWell, I doubt anyone else made a LoRA for her yet sooooo ...>is the red hair fever spreading?Let's hope so.By the way, today I'm gonna try to take a nap again. Now in fact. Fingers crossed that it works this time. At least you didn't drown me in lewds again ITT (though they're now on my SSD in even greater number ...but at least there I can exert portion control) so I'm not that horny for what it's worth. Cya./blogpost
>>109663468>MILFy single mom with a tragic backstory who single-handedly butchered thousands in close combat over decades.this shit sounds so fucking dumbhow do adults watch this and not die of cringe
>>109663476fuck off wanschizo.
EMERGENCY! EMERGENCY! (take 2)>>>/v/746282459>how does minimax compare to wan 2.2 high/low?>I was planning to upgrade to LTX from w2.2 but I haven't gotten around to it yet/v/ is in dire need for the H3 pill. Guy's deadass talking about migrating from LTX to wan2.2
>>109663468oh so you want medium tits and wide hips japanese, what I'm genning is billboard travel agency japanese mom, smooth face and all
>>109663492>from LTX to wan2.2based retard reading comprehension
>>109663498wide hips medium tits
>>109663498Oh, yeah. With these feet, it's trained on solipsist, 100%.
>>109663525the blush, maybewhere's the toned femboy tummy is coming from?
>>109663492>>109663487
>>109663498she's got fucking flippers
I might go back to my thicc ebony lynx soon
>>109663566fukushima nuclear power plant disaster or something
>>109663355>you *are* welcome here.thanks!>Sick effect. Something you prompted or a nice lil' surprise?the earlier versions of this workflow had "two-tone color palette" which was cool for making some nice gradient/narrow-palette effects. I swap in "rich color" eventually for more depth of color expression
>>109663575this utter waste of fucking life is spamming on /a/ againwanschizo, nobody likes you.
>>109663599meds now
>>109663593I was being sarcastic dumbass
>>109663593Unable to cope with your empty thread?
>>109663358It is increeeeedibly faggy and very much like the real artists who you claim are secretive and elitist. Like just tell us what style it is already for fuck's sake it's not like it's yours
So what triggered ani's chimpout today? He's 'avin a meltdown over on /a/ now
>>109663612you know what I said I would dump the entire folder with metadata in two months, but nevermind
>>109663628schizo anon really broke him
>>109663637Yep, no different from faggot diva artists. Go ahead, admit that you're thinking of charging for your slop.
>>109663659the price for my gens is your soul, no printed fake money is valid here, son
>prompt h3 for a complete 360 orbit>it does a complete 360 orbit
>>109663643He's been mind broken, if he's sperging out on other boards perhaps we can convince him to stay there....He already got kicked out of /h/ and /d/
slacker
So the comfyui team added autorization to their trooncord channel before doing so for their actual official software that many access outside their pc?
why this goofy ahh unc talking about himself like that? nga thinks he slick keeeeeeeeeeeeeeeeeeeeeeeeeek
>steal witch casting a spell and disappearing her own clothes prompt>use it for t2v>for some reason it always gens some kind of harry potter costume with Slytherin colorsit's so easy to suss out what they trained this shit on lmao
>>109663628Are you referring to the off-topic AI thread with wanschizo dumping his slop to little fanfare?
no easier way to spot ani than when he namedrops an imaginary adversary
i love this ani vs wanschizo monkey show loool
>>109663719Who isn't he fighting with?His ego is so fragile he's fighting with schizos that would actually take heat off of him
>>109663686proper auth comes *before* reaching your software / machine anon
ani doesn't post here and if you think he does, you're a fool
>https://huggingface.co/Kijai/MiniMax-H3-experimental/tree/main/lorasHow do Kijai's loras differ from the lightx2v ones?
>>109663777I'm thinking the off-topic spam is just one guy
>>109663719Sure, it's just trani noooticing you spamming the same 4 webms across the entire fucking site
>>109663733the only person who ever mentions someone called "wanschizo" is ani. guess who you just replied to.
>>109663777Like how you don't anon post right?
>>109663748Adding a basic bitch browser prompt for auth like sillytavern does is alien tech for comfytards, although i agree, its better for them not to add it since their vibejeeted software will not actually be secure while giving the sense of security to people.
>>109662871When it comes to Anime generation and inpainting what has better tools, NoobAI or Illustrious.Should I gen with Anima and then inpaint with these and the Krita extension thing?
>>109663794>>109663793>>109663777>>109663719>>109663704>>109663692>>109663628>>109663599
>>109663777>ani doesn't post heremaybe you should follow his example thread schizoalso crazy how you always defend him while he throws you under the bus, sad that you're this lonely
writing "40" as her age was a mistake, forty it is then
>>109663777i hope you know that while you cover for his schizoposting here he goes on discord to accuse you of being the one doing it
>>109663854It still amazes me how sloppy his online footprint is and how rent free I am in his mind at all times
>>109663785is that hiramedousa?
better call Sayori>>109663872no, but I should do something with that artist too I know himlook up loomiuus, might give you a clue
>>109663872He's an utter faggot who thinks he has some claim to the styles he's ripping off, so he won't say. Hiramedousa is a good guess but so are most artists that draw aegyosal with semi-realistic artstyle
>>109663854I'm not covering for him. I'm pointing out that you're a fool if you think every (or any) anon post is a particular guy you dislike, especially when there's no evidence that he actually posts here>inb4 "if there's no evidence, then how do you explain my schizophrenic hallucinations??"
Will Nvidia buying HuggingFace mean the lewd models get nuked?
>>109663897>He's an utter faggot who thinks he has some claim to the styles he's ripping off,Why do you think you're entitled to him telling you his prompt?
