How Do I Get My Gens In The Collage EditionDiscussion and Development of Local Image, Video, and Music Models and SoftwarePrevious: >>109429304https://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
>russians fixed anima and made it api>h3 quality degrading by the hour as it approaches local release>flux 3 is distilled untrainable safetymaxxed crapbad month for local
Seriously though, why some of those videos are Wan 2.1 tierhttps://xcancel.com/whorange__/status/2083572971151786003#mand then sometimes it's Seedance 2.0 tierhttps://xcancel.com/finishfish_ai/status/2083167794426949938#mwhy Minimax is so inconsistent?
I hate the debo forced us into early baking.
breast milk thred for thirsty bois
Blessed thread of frenship
>>109430885how long until the russian model leaks?
Does the cover mode in acestep actually do anything?
>>109430898the better question to ask ishow long will the russians be able to host this model before they get blown up by a drone?
My new favorite lora
is it true that they're draining h3's power as it gets closer to release? what would that even look like?
>>109430887one is done locally with comfyui optimization magic and the other is api
proofs that RusAnima beats Anima?
im draining my balls into anons tight little ass as he gets closer to release
>>109430930aggressive training with a grey video that just says This video was blocked
>>109430936I don't feel anything in my ass, though.
>>109430947Guess it's not that tight then
>>109430958Must not be that big. Too quantized.
>>109430958that's not what your dad said
>>109430958Anon is so gay his farts sound like dog whistle
>>109430930>is it true that they're draining h3's power as it gets closer to release?I wouldn't be surprised if it's true, never relax with the yellows
>>109430930>what would that even look likethat's like asking what divine punishment would look like. we are dealing with forces greater than ourselves. it's only local until it's good, it's only good until it's local. the company themselves doesn't even need to touch the model, it will just quantumly degrade until it's shit as it approaches the local release date
>>109430985>the company themselves doesn't even need to touch the model, it will just quantumly degrade until it's shit as it approaches the local release datelmao
AI is a mirror, truly
>>109430985this is why the best models are the ones that just drop with announcement
>>109430994would be hotter if it was just the one in underwear
>>109430898Are you downscaling?
https://litter.catbox.moe/tv6yko.webm
>>109431062GAS GAS GAS
>>109431031ye
>>109430829The Appearance Miku/あぴミク model is by mamama/ままま/3xma, most of the data is probably rendered by Siva1270, Acacia Grin, Mikkumiku/みっくみく, Rickyman and whoever the hell else uses the model these days.If you just mean what to prompt:>apimiku, hatsune miku, 3d,
>>109431111By how much? It looks quite nice.
>tfw someone finally posted a lucoa krea2 lora :)https://civitai.red/models/2809671/lucoaquetzalcoatl-miss-kobayashis-dragon-maid-krea-2?modelVersionId=3168405
comfy really does some kind of magic with it's VRAM allocation
>>109430885>russians fixed anima and made it apiqrd? because when have russians ever made good AI shit
falling for the obvious ad.
>>109431125meep does it better with wan2gp
What's the reason for this kind of noise? It's in ALL of lodestone's models. Is it just undertraining?
>>109431175>256x256
>>109431125>>109431168what do you mean exactly?
>>109431182next time I'll go 64x64, found another schizo paper that promises gold!
>>109431175he's a failbaker who thinks training at 256x256 is a good idea for a finetune project
>>109431184instead of OOMing it just offloads to ram but the performance impact is extremely minimal.If you tried doing the same thing with llamacpp you'd get an instant minimum 50% perf it as soon as you offload anything.
>>109431194>instead of OOMing it just offloads to rammy issue with automatic memory allocation is that the vram usage is really close to the limit so my computer freezes because it doesn't have enough space to do other stuff
>>109431125Is there still a way to offload to the swapfile or swap partition? If not then why not? And I guess I could vibe code his stupid shit out by not allowing it to cap based on psychical system ram. Do not tell me how to use my fucking hardware faggot, if i want to thrash my ssd i fucking will cunt, that is basically it its there for due to how experience ram fucking is REEEEEEE.
Comfy is a bloated piece of shit and workflows are a meme. Lightweight successor when?
>>109431205You can use --reserve-vram N to tell comfy to always leave N Gb for the system.I run comfy on a dedicated machine so it's not an issue for me.
>>109431210Preferably with a faster language like C++
>>109431207>Is there still a way to offload to the swapfile or swap partition?Your OS takes care of that.
>>109431194until it runs out of physical ram then it just ooms anyway but he is a fucking stupid stubborn cunt that don't allow for flexibility. There are things I use to be able to do with wan or ltx that now i can't, so if hes not gonna solve it then i will get hacking the code and make it fucking work.
>>109431218all the important bits are not written in Python
>>109430927https://huggingface.co/xixxix-HF/AiShinozaki_Krea2
>>109431223its not using the swap like it use to unless maybe when i use gguf instead of that horrible slow int8 shit... When people complained he was like "i'll break gguf so it don't work lol" fuck him hes a dick someone will solve it themselves and fork it.
>>109431231The torch c++ interface still has python cancer in it for no reason
>>109431238>horrible slow int8 shityou're saying it is faster for everyone else but you?
>>109431244who's gonna write an alternative of torch with full C++ though lol
>>109431238>horrible slow int8 shitSounds like a you issue.
>>109431245my problem is i'd have to buy a new board + plus the ram and plus other things which would be really expensive right now. or i could remove his enforced bullshit and stream it from the swap because I only got 16GB ram at the moment.
>>109431253sure images models are faster using convrot but not the video models and i do understand the issues with gguf not being compatible with his "dynamic vram"
>>109431266Stop blaming comfy for something that's clearly just you being incompetent.
>>109431123by 1.5832x1216 -> 1248x1824 -> 832x1216
>cant tell the difference between Momo and Ai Shinozaki it's so over
it might be pinned memory actually, but its got to be something when comfyui is first started its calculating how much vram and how system ram, but that could much larger with fast swap devices. which the system should handle just fucking fine because its all treated as ram, his shit flat out refuses if it would go past the calculated totals "it never needs to touch the swap" he gleefully said when he brought all this in, this is retarded swap is there to be used.
>>109431287stop being a moron and understand how the underlining system kernel actually works.
https://files.catbox.moe/ilwxny.pngSo what's the magic word to get the models to understand what the fuck a centaur is and how the body should be attached?
>>109431232Quality is nuts
>>109431232your loras are good
>>109431318>pony_v7
>>109431339wrong gloves darlin, you want polyester work gloves
>>109431305and it would probably be easy to do, a simple few lines of python to check swap space size and add it to the total pool. then when allocating/offloading it will offload there just like llama.cpp does. the kernel does not care it will just do it and if that happens to be a faster SSD then the HDD it will actually run faster then streaming the weights from the fucking HDD. it will stream from the faster device when it runs out of physical ram to offload onto. I really don't understand his fucking malfunction, i honestly don't... I can offload 11 layers of gemma 4 to my GPU then the rest goes into RAM then into swap space, is it slow? Yes but it fucking still works and don't oom even with 130k context window. The point is it fucking works and that is all that matters.
>>109431374Ted Bundy didn't use any gloves.
>>109431399if he had dainty soft hands he might have wanted to preserve them, I don't know him well enough to comment
krea2 is life.
>>1094308701980's hair band metal. male and femal duo call and response duet. bass lags the beat.sicmy new ace step 1.5 xl prompt. Maybe I'll be able to fullfil anon's dream of a 1980's metal song.btw:^)it doesn't sound very metal to me.
1980's hair band metal. male and femal duo call and response duet. bass lags the beat.
>>109431312I tend to associate buildings with ideogram, not that I would let that nasty shit touch my pristine holy videocard of God and not man.
>>109431427(rotting corpse poser)
>>109431312what does Matthew 7:26 say about building on sand
>>109431295prompt bleed in the back. but very good for a boomer model.hot trash for a gen x-er.
>>109431249Your LLMfu
>>109431454Not really trying, these are just straight gemma gens.
>mfw Resource news08/01/2026>FaceFusionYu: ComfyUI integration of the FaceFusion 3.5.4 processing enginehttps://github.com/thenotrealuser/facefusionuy>Explorative Modeling: Unlocking a Third Pretraining Axis and End-to-End Generationhttps://explorative-modeling.github.io>EU to get power to enforce rules on AI starting todayhttps://www.taipeitimes.com/News/front/archives/2026/08/02/2003861786>FameGrid Auto Color for ComfyUIhttps://github.com/ultramuseart/famegrid-auto-color#famegrid-auto-color-for-comfyui07/31/2026>One-take Creation, Flexible Referencing: Introducing Seedance 2.5https://seed.bytedance.com/en/blog/one-take-creation-flexible-referencing-introducing-seedance-2-5>ReToken: One Token to Improve Vision-Language Models for Visual Retrievalhttps://github.com/avaxiao/ReToken>RefineSVG: Visual Feedback-Driven Reinforcement Learning for Image-to-SVG Generationhttps://github.com/liuxiaobo66/RefineSVG>ROAD: Reciprocal-Objective Alignment of Discriminative Semantics for 3D Shape Generationhttps://github.com/H-EmbodVis/ROAD>PhysOmni: Physics-Grounded Multi-Object Scene Generation from a Single Image with Real-Time Interactionhttps://physomni.github.io>DinoLizer: Separating VAE and Diffusion Artifacts in Generative Inpainting Localizationhttps://github.com/anonyme610/dinolizer>Inline Studio v1.2.6 - Flux 2 & Minimax H3 APIhttps://github.com/inlineresearch/Inline-Studio/releases/tag/v1.2.6>SAM 3.1 Multiplexhttps://huggingface.co/Sparknight/sam3.1-int8-int4-convrot>Suno Loses AI Copyright Lawsuit to German Music Rights Society GEMAhttps://variety.com/2026/digital/news/suno-loses-ai-lawsuit-gema-1236825010>AI labels to be compulsory on authentic-looking content under EU rules https://www.theguardian.com/technology/2026/jul/31/ai-labels-to-be-compulsory-on-authentic-looking-content-under-eu-rules07/30/2026>AnimeGen: AI Models for Anime Video Generationhttps://huggingface.co/collections/aidealab/animegen
>mfw Research news08/01/2026>VIPER: Visual In-Context Physics Reasoning for Physically Plausible Video Generationhttps://arxiv.org/abs/2607.23472>Layering Virtual Try-Onhttps://arxiv.org/abs/2607.22924>What CLIP Knows but Cannot Say: Recovering Negation from Frozen Intermediate Featureshttps://stevencylu.github.io/PeakPatch>S-Avatar: Diffusion-Guided Gaussian Head Avatars from a Single Imagehttps://arxiv.org/abs/2607.28164>Rethinking Classifier-Free Guidance in On-Policy Diffusion Distillationhttps://arxiv.org/abs/2607.24731>FDDWAN: A Frequency-Decoupled Diffusion Network for Watermarking Attackhttps://arxiv.org/abs/2607.27800>UMI3D: Robust 3D Generation on Unconstrained Multi-Image Inputs via Simultaneous Focus Cross-Attention Routinghttps://umi3d-project.github.io>UltraViT: Latency-Optimized On-device Vision Encoder for Large Vision-Language Modelshttps://arxiv.org/abs/2607.23373>Do Unified Multimodal Models Think in One Space? A Lens Through Cross-Branch Steeringhttps://arxiv.org/abs/2607.26411>LaP-Forensics: Latent-Pixel Consistency Guided Multimodal Reasoning for Deepfake Detectionhttps://arxiv.org/abs/2607.25962>MixFrag: Fragility-Guided Mixed-Precision Post-Training Quantization for Vision Transformershttps://arxiv.org/abs/2607.28589>What to Remove, What to Preserve: Dual-Ambiguity Rectification for All-in-One Image Restorationhttps://arxiv.org/abs/2607.28526>Bigger or Cheaper? Scale and Quantization Effects on Uncertainty Signals in Vision-Language Models Under Image Degradationhttps://arxiv.org/abs/2607.24440>Same Predictions, Different Reasons: The Effect of Quantization on Model Explanationshttps://arxiv.org/abs/2607.22872>Unifying Adversarially Robust Model Experts in Vision-Language Modelshttps://arxiv.org/abs/2607.27897
>>109431468>>109431478stop spamming
>>109431445>Just as sand shifts under pressure in ancient Palestine, any foundation other than Christ and His teachings will fail when faced with life's storms
>>109431318Obviously base Krea2 doesn't know about that stuff. Just use some furry porn lora like Lodestone's.
gm debo
bruh gotta give illustrious its flowers
>>109431318Have you tried prompting "centaur?" Maybe your degen lora is shite?
>>109431318GODDAMN horse pussy looks like that?
>>109431318get the kroma lora what ever it is called it will probably be able to do it, all get the "text refusal reduction lora"
>>109431529she looks oddly placed like she was pasted in, what model?
>>109431608it's fucking Pony, not Krea
>>109431622nta but that happens in real photos that get photoshopped/lightroomed. the sky is usually over exposed and they "fix" it causing the subject to look edited in. a recent example I saw this in was Mr Breasts wedding photo.
>>109431529if its Depth of field it looks over done is all I'm gonna say. Otherwise not bad at all anon.
>Mr Breasts wedding photo
>>109431635krea 2 looks decent when prompting for stuff like "overcast lighting"
>>109431635yeah >>109431648i just looks a bit uncanny, probably due to the distance of background.
>>109431651lmfao that was an unintentional typo.
Are we still far from this?Do we have any new decent TTS with voice cloning at least?
>>109431467gemma? I thought gemma was mostly an llm.also lol @ the betty crocker spoon being in the latent on the right.
>>109431657Sure but I'm also sure that pretty much every model has real life images that look like this in their dataset so I imagine it's bound to happen from time to time due to amateur photographs with high end cameras being in the datasets.
Alright anons, flex your shit.How many poorfags do we actually have in here?
Remember when Comfy said H3 would work on a 3060, he was talking about the 8gb vram version kek
>>109431746good news for the 1050 Ti 4GB folks
>>109431746uhhhhh basado>>109431740shut up richfag. go suckle your silver spoon mommy gave you bitch ass NIGGA
>>109431746hard to believe the model is that small, what?
>>109431746>H3what's h3?
>>109431776minimax H3https://modelscope.cn/models/MiniMax/MiniMax-H3
>>109431746>>109431740don't worry anons i'll vibe code a solution if it does not work on my 12GB and crappy 16GB ram system, i will find a way to offload it all into the swapfile and stream it from there. because I am tired of all this memory management bullshit, i'll make it fucking work on my machine and anyone's even a 4GB vram setup. I'll get kimi to help me with that.
HL3 will run on a 3060
>>109431789First it has to be good.
>>109431789it would probably actually work on a 4GB card if its not doing all frames at once like wan unfortunately does and instead streams a context window. It depends on the model obviously and how its running its inference. meaning if it can be chunked then it could probably run on much power and if they are saying an 8GB card can do it when its a 30B model then maybe it will work.
>>109431740I only have 64GB of DDR4 RAM and a 4090. please dont laugh about my Hobo tier setup.
>>109431810>powerlower
>>10943174064gb ddr5 ram, 48gb vram with 2 3090s 3090s bought 2nd hand at £500 ea
>>109431867jesus my setup would cost double overall compared to when I built it in 2024 I just checked, 3090s are now all 900+
>>109431887the chinese are our only hope
>>109431867bloody hell that is cheap for what you got mate ddr5 also lucky steal desu, when did you buy it? the card i have now a 3060 12GB cost me £265 ish and 1 year later its going for that price second had, its been selling for almost £600 as recent as a few month ago brand new online...
>>109431901>3060 12GBseems its going lower again around £265 lowest but i saw a few in the second hand shops last week going for that price, so i donno. i also saw a lot of higher cards so perhaps its people off loading to buy higher cards causing the price to drop back to where it should be. i saw this info posted in /ldg/ a few week backhttps://zenodo.org/records/20916112
>>1094319313090s are the cheapest way to get 24gb vram still, and the 40/50 series have not been giving significantly more vram either because they are greedy as fuck and only let you have more on the 10k+ enterprise cards
I'm happy with my 5070 ti. I've only been using Krea 2 and Klein and it is sufficient. Imagination > VRAM
>>109431939sure but i was recently looking at this cardhttps://www.ebay.de/itm/176063109423would it be able to actually do the job if hacked with https://zenodo.org/records/20916112the price of this card has been increasing because it can be patched to unlock the full 80GB and i think also unlocking its to be "PCIe link (Gen1 instead of Gen4)"Could be an easy steal still if it works.
>>109431746please god be at least semi-decent, at least a step up from ltx 2.3. fuck i can't take the STAGNATION
Krea 2 certainly produces giga accurate loras. Shame about the VAE though
>>109431961basically its an A100 but restricted, though they found a way to bypass the stack protection it seems to unlock it.
>>109431968>Shame about the VAE thoughif they release the edit model with the same VAE I'm gonna laugh so hard
wayminut wut>splatoon mixed with cyberpunkhttps://filecdn.minimax.chat/public/h3-en-v2-video-007-1785473658537.mp4
>>109431950>tfw 5070 no ti
>>109431989SplatoonPunk
>>109431989it looks a bit smoothed out, maybe they used the same VAE as Wan
>>109431968you should use a lora to mitigate that cancer skin
>>109431965>please god be at least semi-decentit's actually pretty good, no doubt it's gonna be the new local king (unless it's too big)https://xcancel.com/aimikoda/status/2083611951003734471#m
>>109431989looks fuckin' amazing
>>109432070>quanted fits on 8gb/12gb cards>allegedly not heavy on system ram requirementswe shall see. does look promising but i'm cautiously optimistic.
>>109431989When was this generated, 3 days ago or 3 hours ago? I need to know so I can gauge the current level of quantum degradation
>>109432102i don't fuckin' know pal it's straight off their blog.https://www.minimax.io/blog/minimax-h3are you a time traveler?
>>109432080idk, i clicked on it and all I saw was a graphics style that i dont like and then a cyberpunk 2077 interface *yawn*
>>109432117This is the worst gen I've ever seen. It's gotta make the next collage
>>109432102>he didn't see that vid the first dozen times it was posted in this general baka
>>109432117>https://www.minimax.io/blog/minimax-h3nice dolly zoom effecthttps://litter.catbox.moe/t5uvwhwccu1vumsh.mp4
>>109432139>more than 2 days oldfuck... if it was 2 hours ago then the model might've still had enough life in it to be equal to WAN 2.3, but by now it must've really degraded a lot.
best model for porn captioning?
>>109432157>/ldg/ lifesaverdesu shouldnt it be /ldg/ lifeguard
>>109432124It's pretty impressive though how it incorporates elements from both games. and concepts like that transition from the character creator into the game. those are pretty complex ideas that are well executed. sure the background elements look somewhat slopped but heck, it seems pretty impressive to me. I like the splatoon girls though and being able to do crossovers like these makes me very excited. It's meme potentials unheard so far for local lads.
>>109432157nice pits
>>109432165>meme potentialunder normal circumstances that's where my mind would be, but all i can think is "if it can do inklings, it can do inkling porn."
>>109432163There's a difference but I don't remember the specifics
hate newfags simpleas
>>109432190kiss my newfag ass, uncfag
>>109431782in 16 hours your disappointment will be realized.
kek it's a joke how bad ltx is compared to h3https://www.youtube.com/watch?v=aWvF-Im1D8c
I AM GENNING A MASTERPIECE YOU JUST WAIT THIS IS THE BIG ACE STEP 1.5 XL BASE GEN THAT PUTS ME IN THE BILLBOARD TOP 10.
>>109432216shut up nigger you can't even beat nugget in a biscuit
>>109432211HAHAHAHAaahhh i'm deleting LTX from my ssd.
>>109432175I'm sure the lora trainers are standing by to bring those concepts into the model. looks like we're getting our budget SeedDream exprerience.
>>109432211Fucking LTX audio man. H3 would be a worthy upgrade even if the video quality was the same
>>109432211it's not even out yet goddamitbut I hope this spurs ltx to dump that model and try something else, I think they've squeezed everything they can out of it because it's lacking some fundmantals that doom every sequential iteration with the same basic problems
the only weakness i can see with H3 right now is all that horrific watery looking noise in high motion, but it seems really good at maintaining consistent subject likeness which LTX was good at. But this is better.good thing sexual acts aren't this high impact and quick so i don't think nsfw gens will be effected as bad as action scenes.
>>109432211geg, that ltx break dance is pretty cool tho, even though ltx rapes your ears.
>>109432241movies are full of horrible blur
>>109432211it does look great for what is said to be a relatively fast-generating model
>>109432249>ltx break dancewhere's that Raygun AI break dance video where she turns into a mushroom and shit
>>109432241>the only weakness i can see with H3 right now is all that horrific watery looking noise in high motionyeah, I remember that fuziness from Wan, if it's not a distilled model maybe it can be fixed with Skip Layer Guidance (SLG)https://arxiv.org/abs/2411.18664
>>109432241i wonder if prompt adherence rivals wan's but if it generates longer sequences faster and with sound then anyhow it has an advantage over the wan we've got.right, this looks like it might be good at porn.
>>109432211btw this model can do 25 seconds videos, Comfy showcased that on Banodoco trooncordhttps://litter.catbox.moe/71low3skr4wfumee.mp4
>>109432316Alright comfy, you sumofabitch, I'm in.
>>109432316did they bother to keep comfy from nuking gguf?
>>109432211lol always that look towards the screen with grimace with ltx 2.3, you can tell what normie slop it was trained on.
>>109432316>the subtle titty jiggle>oh my god, it even maintained the subtle translucency of her dress so you can see her tits the entire videohoyl fuck muh dik
>>109432316>a cute japanese accent
>>109432241maybe a second pass on the same video output could fix it?
>>109432338>instead of
>>109432316it looks even better than on the API lol, I guess he found better samplers and added some quality optimizations to his workflow
>>109432316very nice. much better audio than LTX indeed.probably also somewhat worse hair physics than wan and such but anyhow I think this will be great
>>109432316its pretty cool ngl
>>109432346It doesn't matter. you can literally only see it of you analyze the video frame by frame. and that's not the point of video.
>>109432316I really can't wait to try it
>>109432331i'll be more clear, the ltx videos end sequence is that "We were meant to be serious pissed off and arguing here, but oh don't worry we are only acting and making a tiktok meme video :D" and that ruins it but also so does its shitty audio and absolute fail to follow prompt. ltx 2.3 reminds me of thishttps://www.youtube.com/watch?v=efl5pFTFnBU
>>109432376the sad part is that they trained the model on old videos, but it doesn't have the old video aesthetic kino like on flux 3
>>109432376the way people move in ltx 2.3 feels really canned and videogame-animation-like, they snap back into neutral positions really quickly and the model seems to really try to force that. H3 looks really smooth and natural to the point that ltx 2.3's lack of natural movement is way more noticeable in the side by sides.
>>109431725>gemma? I thought gemma was mostly an llm.Yeah I mean gemma made the prompt
what also seems nice with H3 is that it comes with all the bells and whistles right out of the box. multiple image and video reference. no dicking around for months with kijai nodes.
>>109432316if the size is reasonable it's gonna be a really hard model to dethrone local wise, I can already imagine the nice memes I can make with that shieet
>>109432401>no dicking around for months with kijai nodes.that just made most of /ldg/ cum instantly
>>109432401im cumming
>>109432401>what also seems nice with H3 is that it comes with all the bells and whistles right out of the box. multiple image and video reference.I guess that's what makes the model good in the first place, it was trained on a lot of tasks, not just one or two, it helps a model generalize a lot
>>109432401if only krea 2 had edit built in.
1bit quant when?
if this ain't distilled then we're looking at 5 minutes per second aren't we
where is the count down timer at?
>>109432413>>109432418If Krea2 had the edit model people would still complain about something, like people will complain about H3 too, something retarded like >muh seed variance , or why does this look like shit if I have a 8gigs vram card from 10 years ago
>>109432371yet i bet wan 2.2 still beats them both, ltx and h3 in quality for video only, it just does i can tell.t. wan 2.2 to ltx v2v knower. we will see though won't we.
>>109432428check under your foreskin
>>109432445i took one for the team and checked under his foreskin (tiny pp lmao)https://modelscope.cn/models/MiniMax/MiniMax-H3
>>109432430>If Krea2 had the edit model people would still complain about somethingall I want from those fags is a better VAE, and I'll be a fucking prostitute to them I would suck their dick online all day kek
>>109432222kek same
h3 just has to be good enough to pressure bfl into not giving us the most shit model since they were already embarrassed one time by china
>>109432222>aahhh i'm deleting LTX from my ssd.I won't be deleting 10Eros v1.5 yet, but it's obvious the sulfur guy will make a kino finetune of H3 as well, I'll just wait
>>109432465Even if Flux 3 is technically better it's still a BFL model so it'll be poisoned against anything remotely fun or risque
>>109432465they already have a schedule, they're not changing their plans whatever h3 turns out likewhen zit embarrassed them with better capabilites at a quarter the size they shrunk fl2x and we got klein, but there's no discrepancy here, they're both around the same size and accomplish the same thing
>>109432465Idk man, I think they're fucked if H3 comes with a base model, no one will try to finetune flux 3 dev, distilled models are a bitch to train
>>109432316>0 fuzinessHow did you do it Comfy?
>>109432498if its anything like LTX, more resolution, more fps = cleaner gen
>>109431867most convincing AI generated image ITT
>>109432552are you here to be convinced, anon?
>>109432316comfy is such a fucking cutie
>>109432498hes got the fucking hardware anon. don't worry anon anons here are very smart stay here no reddit just don't piss us off... and we will share our findings once we get a hold of the model.
>>109432066I assume you're joking but for the record I literally trained that at 1440x1440 base res on photos of her that were all entirely HIGHER than that resolution to begin with. I assume it looks even worse at lower resolutions. Hence my comments about the VAE.
>>109432498the amount of runs i will give that thing will be in the thousands looking for the vital settings that work, in a lot of cases anons here find better than the devs recommended settings.
>>109432629She's a sturdy gal
>>109432644Me in the background solving captchas to post in /ldg/
>>109432669kek
>>109432669deadass fr
>>109432669Kekk
>>109432158Gemini 3.1 Pro
>>109432669Also me in the background solving captchas to post in /ldg/ (we're clones)
>>109432216it better be a MASTERPIECE, BEST QUALITY, ABSURDRES
fuck women i only care about poasting
By Alphonse Mucha, By Greg Rutkowski, trending on artstation
>>109432157my favorite streamer Sykkuno
i think 2 phase sampler will work the H3 its probably how they don't it? just another few steps in a v2v phase that is what i think all we would need to do to fix blurry output if it's a moe model it should be able to take the first pass and work with that to make it crystal clear even potentially at low resolutions fingers crossed that is the case. It is typically what we do with ltx 2.3 to iron out all the shit and if it can do that and is better than ltx 2.3 then i think only 2 steps would be needed.
They really let zoomer do anything now.
>>109432662I'm not joking. There are Loras that will make your images look better.This one is called Realism Engine and you can find it on Civit. It prevents that greasy orange peel skin you have going on.
How do me make krea2 lora?
>>109432746acquire images. caption images (optional). give images to ai toolkit. wait a few hours
>>109432498600 frames at 16:9 go figure, that would take an age on a 3060 if it even could at all... probably 50 minutes or so actually or more... But don't get you panties in a twist we won't know till we actually have it local.
What's the verdict on Krea 2? Worth switching?
>>109432776you should have switched to korean weeks ago
>>109432776first model that actually feels close to local dalle3 to me
>>109432498>>109432774put it this way right it would take about 50 minutes approx for me to do that with ltx on my 12GB 3060 and it would be rubbish because it is a shit model. Then i'd need to upscale in chucks otherwise it will oom, but i'm thinking we might have much better outputs and only need a second pass if the model is go without up scaling it to get it almost perfect. And if it can follow prompts way better than ltx and wan then its going to be king. So it might be super slow but we won't be wasting time with bad gens as much and having to cancel half way through if the prompt is perfect.
>>109432776for realism I prefer zit, if you prefer illustrations then yeah it's a good model
>>109432761Can I train on turbo or does it have to be base?
>>109432629I see you're still doing big tittied blonde japs, thank you Anon.
>>109432776it's good.whether you want to "switch" depends on what you were using for what I suppose but give it a try
>>109432834train on raw, raw loras work 1:1 with turbo.
>>109432803Don't use spaces in your model filenames, but also thank you.
>>109432834Train on base, always. There is no size (memory) or speed difference but turbo trains like shit.
is wan 2.2 still the best we can get?
are nipples allowed on this blue board
>>109432862ye
>>109432854bro...>>109431989
>>109432862only one way to find out.
the point of H3 release is whether it is a good model or not, not about if it can run on a potato, its about if we can then deploy it on a runpod or gcp instance if that tech savvy (which I am) and actually gen good content with it. And not just gooner slop, that is what i'm actually looking for because wan and ltx are way to shit for those tasks. i want a model that has good audio and video even if i need to run it through more than 1 sampler but it generates with constancy then i can go into production... I do not care for the gooner outputs i can use wan for that if i ever need to, but wan sucks in ways in that you need to piece together 5 second clips and the pauses are so obvious plus it has no sound so have to use (pukes ltx) or some other method and its not ok because we want an actual model that does it all on local or remote gcp or what ever so we aren't fighting against the model it just does what we want.then the slop wars will be over because we will enter the scene and people will love the content... Not gonna do the api route because i don't have that kind of money so we need entry level tools first.
can you guys smell your GPU releasing poisonous gasses during training?
>>109432854>is wan 2.2 still the best we can get?yes, but its reign ends in 14 hours
>>109432886from what i read in the papers, that only happens when you're trying to train illegal content.Got somethin to say, anon?
>>109430870Guys I'm looking for a new wallpaper, could you hook me up? I've been running a wallpaper from either here or /sdg/ for the past 2 years or so.Requirements:>FHD or better>Nothing sexual, nothing offensive, nothing weird
>>109432905Post your current pape first
>>109432886anon open your windows and get a fan, you do not want your room heating up while your gpu is doing that for hours and hours. Take heed or cry about it when it goes pop i hope you have a decent air flowing case for it. Do not leave unattended for to long or you might not have a home to come back to, gpus get very hot once they are working for long times.
>>109432903>Got somethin to say, anon?*cough* *cough* -> *fucking die*
>>109432776I don't like it, lacks too much details the skin is too smooth
>>109431740
>>109432886you have a good case right with plenty of outlet fans running on it? shouldn't be worried unless you are using a really cheap pc case with like only one fan at the front and back, it needs good air flow are it will fry it self. flasy cases aren't just for show, they are designed to remove heat and if its not removed it will damage the card or other things...
>>109432910I can't find it ( ;_;), I'm searching for it as we speak.Edit: Found it, pic rel.
do you guys also occasionally disconnect your gpu to fully clear the VRAM/memory cache?
>>109432922ignore the fud that troll is pushing anon if you have good ventilation you be alright.
>>109432158god awful ugly interface, sasori
>>109432922i don't do lora's but i have noticed when doing very long gens that the gpu does get a bit worked and very hot, i have enough ventilation but it is a bit worrying lol, i would not leave it unattended.
>>109432979use msi afterburner and set a temperature limit anon
minimax least shilled model on 4chan
It's really great at texthttps://litter.catbox.moe/rjd9de8acughjz1z.mp4
You need to take care of your GPUfu by powerlimiting and fanmaxxing it if you want it to not create blurry motion with H3 and F3 soon.
>>109432922>>109432979honestly you niggers just need to undervolt or change your thermal paste, i've let shit run for an entire day and never seen my card go over 68c. or you're on a laptop which case RIP to your balls.>>109432967fudmaballs
>>109432979surround your pc with black onyx to absorb the electrosmog, that's likely what you're smelling
Krea 2 seems really bad at nipples.
everyting, and good at nothing at all.
>>109432960no it clears it self, its not like ram or swap, it will clear. tip if using linux run this commandnvidia-smithis will give you a break down of its total, how much is in use and which process and the amount they are using. top tip disable hardware acceleration in firefox to prevent it using vram and it will at most only use 2MB of it and use the cpu instead. xrog typically uses only 124 MB, mpv player 60 MB last time i looked.hope that helps clear up for your continued learning to understand, we use Linux for a reason anon. And why would we use wayland or anything other than i3 or something else that uses least vram?anyone doing that do this and uses other things is retarded...
>>109433001show me yours
Fresh when ready >>109433015>>109433015
>>109432844>>109432847Okay - Any specific caption guides or does my 1.5 artist tags still hold up?
>>109432979Define "very hot". Every modern (released in the last two decades) will downclock if it comes close to dangerous temps. GPUs can run at 80C all day long with no issues.
>>109433009remember every top end MB counts, the more you can reduce your systems use of vram the better, if not then do not fucking complain then if you oom just because you browser to /ldg/ and it needed vram to render a video you clicked mid gen.most oom's i get was because i got bored and opened a fucking youtube video or something... Comfyui is not a nice program to work with it will shit the bed when you open that video and kill your gen half way through, so if you still want to use your pc i suggest you begin to understand it at a low level. I'm going to attempt to fix it soon really i am, it will take a lot of research on my part, i will look into how llama.cpp does it and then i will look to see if it can apply here, if not i will keep looking to see if we can get something similar, but i will keep looking.but for now if you have low level hardware you can limit it by disabling, removing bloat, arch linux is rolling and is good, but then you shouldn't install comfyui using system wide python you need to understand venv ffs and install things properly in its own environment otherwise you will keep coming here and blaming the tools as you all fucking do and its annoying its been said over 20 times by my fucking self its not really hard.go here and read. https://packaging.python.org/en/latest/guides/installing-using-pip-and-virtual-environments/#create-and-use-virtual-environmentsbasically once installed and in arch, you will need python3.12 because yeahs its what we use because it works for this. so then you might need to use AUR to complile that first on your system to boot strap your comyui.then you create the venv with that version not system version ok does that now make sense? its just how we do this on arch and other systems, if you use the wrong shit it will fuck it and it will break! and worst you risk breaking the system python with all that clown shite.but once setup you justcd your comfysource env/bin/activateWILL CONT
>>109432742how though when I was already using a very high resolution lora trained on actual photographs and nothing else
>>109433076(replacing env with what you done)then when you need to install shit you MUST do thispython3.12 -m pip install <thing>listen to me right because you don't fucking READ!!!! ok and that is why it pisses us off, yes its a bit fucking dumb but if you read then there will be not fucking problems...to install a node you do will in the environment using as i saidsource env/bin/activateyou then...cd custom_nodes(then)git clone url(and the url comes from the custom nodes page top right where it is right there ok you copy than and use that as the url to clone it.then you need to cd into the directory and dopython3.12 -m pip install -r requirementsthey reads the requirements for that custom node from requirements.txt if it exists in the directory other wise it will error, if it worry check command and check if it exists, if not then the node is installed if not requirements.if does exist it will install the requirements into the environment not system. it is crucial you understand this because if not eventually you will fucking break not them, you because you are lazy cunt that didn't read!one installed cd back to comfyui main directory and restart the server refresh the web page and boom done. its that fucking easy.
the people you laugh at for bad english even if they are egnlish are autistic and do not get a fuck about you but can do it with no problems easy that is who you fucking all hate we do not care either its not our fucking problem.
what gets me the most is how you do this hate towards people who you want them to help you, we can help and we would but its not good to us if you give nothing to diagnose shit. listen and most important no one is obligated to help, its best you ask nicely for help and do what ever is asked. other wise oh can't be arsed kicks in, no my fucking problem, i can do it so i don't have to care about it.... not gonna let someone stress my life up even if i can solve their problem in minutes not a chance, bad mouth manners people i will not deal with ever!
>>109432316>>109432211This will never get released as open sauce because it would boost chinese reputation as a world leader in A.i. ecosystem and perhaps even in technology overall.
slow hours now, i went a bit over the top with my rant, but listen anons do read and learn https://packaging.python.org/en/latest/guides/installing-using-pip-and-virtual-environments/#create-and-use-virtual-environmentsit will save you do many fucking head aches, don't just copy past command from ai or where ever. you must follow protocol always because the moment you aren't in that environment and commit a command you will break shit. the entire reason we run things in containers is because software locks to certain versions, if you then by accident install a version it does not support it will usually complain it depends and then you fell for it again award installed it like a mong and you brick your entire install...
>>109433204it says it releases soon.
>>109433322with that said right from time to time you see warnings about newer versions ignore! do not think new is better because if you do you will brick it. make sure you are using the best version of torch etc. sage attention latest has no linux wheel and has to be built unfortunately it does not build unless you alter some file which i done if someone wants the instruction i will did into how i done it but is was weeks ago. it enables a lot more than just faster gens it enables those cool kj nodes that reduce peak vram in video models etc. i'd have to dig deep because i am just a hacky type of person i will just make it work and not care to document... sageattention 2.2 i think is it? i can make it compile on arch with a few changes. or i can share wheel if it will run on your 64bit machine latest python cuda
>>109433391and omg it would be hundreds of /ldg/ ago so its not like you could find it, someone give me the archive sight i might be able to dig it up i must have mentioned something then about it. the bitch will not compile it had to do a hack job on it, its i forget why but some check that i had to disable or change due to some change in gcc or something that never compiler changed things breaking the checks i do not know or even care. but i can dig it up.Yes we are selfish people, yes we do things people can't and don't share...
but i should offer the patch to that one file i had to change because it would enable the building of the last sage attention on peoples linux machines. Windows user got the wheel the build version but the cunt pulled the linux version for some reason.
>>109432969not what I asked and I don't care it's for me exclusively
>>109432886every morning I walk into my office and take a big whiff of NVIDIAit's the best
>>109433425>Yes we are selfish people, yes we do things people can't and don't share...found it, i got anon's covered if they need the wheel i'm a uk anon so yeah its clean i do not wish for 20 years prison for cyber crimes so the wheel is clean is build against probably latest as of july 10th, so when kj does his magic nodes which usually require that i will catbox it or something because building it is a pain in the fucking neck on linux these days.
Also...oh mr comyanon it seems i can indeed break you and their plans to limit things.do not tell us how we should use our hardware pal.
>>109433879so yes that means i can get it working on 4GB or less or even cpu only... and because i have no vendetta against people with poor hardware fucking fuck you cunt. you fucking lie out you backside!
>>109433879yeah bro they're hiding your vramyou just gotta open up the card and finish a couple circuits. every card comes with 32gb of vram.>>109433911unlock your vram
>>109433929no they think they can memory management in python, this is not how this works... i actually know this thing and so its all retarded to me what they are doing...
the underling systems have methods to allocate, is all. You ask for it will give and linux at least will treat swap as unified system ram, it does not care its just logical addressing. the way he is doing it is complete gate keeping because he is comp'd or something to support api none local... fuck him i got no time for him at all.
