Discussion and Development of Local Image, Video, and Music ModelsPrevious: >>109460446https://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-Turbohttps://lumenastrum.github.io/clio-style-preview/gallery/>Animahttps://huggingface.co/circlestone-labs/Animahttps://tagexplorer.github.io/https://animadex.net>Zhttps://huggingface.co/Tongyi-MAI/Z-Image>Kleinhttps://huggingface.co/collections/black-forest-labs/flux2>Minimax H3https://huggingface.co/Comfy-Org/MiniMax-H3>Wanhttps://github.com/Wan-Video/Wan2.2>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_v2>Neighbors>>>/aco/csdg>>>/b/degen>>>/gif/vdg>>>/d/ddg>>>/e/edg>>>/h/hdg>>>/trash/slop>>>/vt/vtai>>>/u/udg>Local Text>>>/g/lmg
>mfw Resource news08/04/2026>stable-diffusion.cpp adds support for MiniMax-H3https://github.com/leejet/stable-diffusion.cpp/blob/master/docs/minimax_h3.md>ComfyUI Spectrum MiniMax H3: 34% lower Euler sampling time, 30% lower RES timehttps://github.com/xmarre/ComfyUI-Spectrum-MiniMax-H3>MIEScore: Human-Aligned Evaluation for Multi-Source Image Editinghttps://github.com/IntMeGroup/MIEScore>PeCA: Palette Context Assisted Inference for Test-Time Paint-Bucket Colourisation on Animation Videoshttps://rathgrith.github.io/PeCA>Kandinsky WM 1.0: A family of models for Physical AIhttps://github.com/kandinskylab/kandinsky-wm08/03/2026>MiniMax H3 Official Video Prompt Writing Guide (T2VA / I2VA / FL2VA / L2VA)https://huggingface.co/MiniMaxAI/MiniMax-H3/blob/main/docs/VIDEO_PROMPT_WRITING_GUIDE_base_en.md>Raylight 1.7.2 Adds MiniMax Support, 2x Speeduphttps://github.com/komikndr/raylight/releases/tag/1.7.2>Scaling Properties of Text Conditioning in Visual Generationhttps://heheyas.github.io/context-scaling>Retrieval-Driven Training-Free AI-Generated Video Attributionhttps://github.com/renxi-seu/Video_Attribution>A Frozen Pixel-Space Diffusion Model Can Guide Itself with Its Own Sampleshttps://github.com/zfu006/SSG>ComfyUI MiniMax H3 Image Studio (Experimental)https://github.com/astropuzzo/ComfyUI-MiniMax-H3-Image-Studio>MiniMax H3 — NVFP4 (Blackwell)https://huggingface.co/lilcheaty/MiniMax-H3-NVFP408/02/2026>MiniMax H3https://huggingface.co/MiniMaxAI/MiniMax-H3>MiniMax H3: Repackaged model files for ComfyUIhttps://huggingface.co/Comfy-Org/MiniMax-H3>MiniMax-H3-INT8-CONVROThttps://huggingface.co/Gluttony10/MiniMax-H3-INT8-CONVROT>MiniMax H3 COMMUNITY LICENSE AGREEMENThttps://huggingface.co/MiniMaxAI/MiniMax-H3/blob/main/LICENSE>LoRA Dataset Studio: LoRA workflow in one tabhttps://github.com/perfectgf/lora-dataset-studio>comfyui-vram-trackerhttps://github.com/PuppetMasterAI/comfyui-vram-tracker
poster above me and below me is brown
>>109461913poster above me and below me is brown
>mfw Research news08/04/2026>Token Radius Attention for Efficient Video Generationhttps://arxiv.org/abs/2608.02504>CultureVidBench: Benchmarking Cultural Understanding in Text-to-Video Generationhttps://hanxjing.github.io/CultureVidBench>EchoCache: Energy-Guided Cross-Modal Caching for Efficient Audio-Driven Video Generationhttps://arxiv.org/abs/2608.02474>Investigating Social Bias in Narrative Image Generationhttps://arxiv.org/abs/2608.01780>CopyCat: Improving Fine-Grained Subject Consistency in Subject-to-Image Models within Secondshttps://arxiv.org/abs/2608.00674>Diagnosing Under-Development of Irreversible Processes in Video Generationhttps://arxiv.org/abs/2608.00617>Where Does Generative Difficulty Reside? An Empirical Study of Target Representationshttps://arxiv.org/abs/2608.00626>UDT: Reconciling U-Nets and Diffusion Transformers with Data-Adaptive Token Reductionhttps://arxiv.org/abs/2608.01298>One-Sided Quantile Coupling for Flow Matchinghttps://arxiv.org/abs/2608.00978>MineGrad: Gradient Inversion Attacks on LoRA Fine-Tuninghttps://arxiv.org/abs/2608.01521>ChordVideo: One-Step, Training-Free, Temporally Consistent Video Editing via Low-Energy Transporthttps://arxiv.org/abs/2608.00769>CoT-Edit: Let CoT Guide Instruction Video Editinghttps://arxiv.org/abs/2608.01113>Generated Images Are Easier to Forget: A Machine Unlearning Perspective for Synthetic Image Detectionhttps://arxiv.org/abs/2608.00716>A Benchmark Dataset for MLLM-Generated Image Detection: GPT Image2 & Nano Banana2https://arxiv.org/abs/2608.01258>CRAFT: Compression via Recursive Adaptive Fusion of Video Tokens for Vision-Language Modelshttps://arxiv.org/abs/2608.01644>DiffPrune: differentiable information throttling for token pruning in vision-language modelshttps://arxiv.org/abs/2608.01985
>mfw MORE Research news>IDraw: Artist Verification from Digital Drawing Imageshttps://arxiv.org/abs/2608.01737>Proxy Avatar Meets Low-Rank Caching: Real-Time One-Shot Emotion-Controllable Portrait Animationhttps://arxiv.org/abs/2608.01978>UniMoCa: Unifying Motion and Camera Controls as Visual Proxies for Faithful Human Video Generationhttps://tanliming-daniel.github.io/UniMoCa>MoCRA: Mixture of Compositional Rank-1 Atoms for 4K All-in-One Video Restorationhttps://arxiv.org/abs/2608.01829>SPAE: Spectrally Guided Autoencoder for Pretrained Visual Latentshttps://arxiv.org/abs/2608.01306>Beyond Token-Level Cross-Entropy: Fréchet Distributional Post-Training for Autoregressive Image Generationhttps://arxiv.org/abs/2608.00562>Detail Continuation over a Trustworthy Coarse Scale for Autoregressive Super-Resolutionhttps://arxiv.org/abs/2608.01823>Same Semantics, Different Paths: Self-Improving Alignment for Vision-Text Compressionhttps://arxiv.org/abs/2608.02109>SPARE: Structural Parameter-Free Affinity Regularization for Flow Matchinghttps://arxiv.org/abs/2608.01990>DAVET: Denoising-Aware Visual Evidence Trajectory Allocation for Diffusion Vision-Language Modelshttps://arxiv.org/abs/2608.01821>Decoupling semantics from vision: A framework for faithful visual-text compression evaluationhttps://arxiv.org/abs/2608.01848>SVGEval: A Vision-Grounded Framework for Perceptual-Quality Benchmarking and Evaluation in Text-to-SVG Generationhttps://arxiv.org/abs/2608.01977>Remember-R1: Mitigating Long-Context Visual Forgetting through Reinforcement Learninghttps://arxiv.org/abs/2608.01314>ReACT-CLIP: Response-Aware Test-Time Defense for Vision--Language Modelshttps://arxiv.org/abs/2608.01067>RSRA: Training-Free Probing of Representation Sensitivity for Efficient LoRA Rank Allocationhttps://arxiv.org/abs/2607.09757
>>109461913>>109461916brown
>>109461903>trolling outside of /b/like the usual you know what to do>Maintain Thread Qualityhttps://rentry.org/debohttps://rentry.org/animanon
bros I need to take more good dick pics for h3.
>>109461956what is bro cooking?
The peasant stench when I come here compared to /lmg/ ugh. I might as well visit New Delhi.
>>109462015Show us your specs Brahmin-chan
>>109462028
>>109462049Delicious. Yummy, even. I bet you got a huge cock.
>>109462049And what do you do with it?
>>1094620671girl, cowgirl, pov
>>109462049>all that just to gen 1girl, standingkinda based
>>109462067Running large language models aka Kimi3
>>109462081and what do you do with llm ????
>>109462061Sorry Rajeesh, even if you sucked cocks your whole life (you already do), these will still be out of your reach.
>>109462102that's a real video? or you used a reference video and switched the characters right? kek
>>109462102>t.That's what anon is prompting every day huh....
>>109462108yeah, tried ref2va model
>>109461903>>109461909>>109461917>>109461923fuck off debo
has anyone tried using the Q4 quant for the H3 text encoder? i want to be able to have it loaded without needing to use my swap memory
why does the subgraph node keep shrinking and squashing the preview?
>>109462173blame the frontend retardsgenerally you'd want to throw the ksampler/lora nodes outside the subgraph
>>109462102I can tell that this was a Riley Reid video used for the referencechat am I cooked??
>>109462081>wasting all that compute on generating some fucking textlmaonice setup tho ngl
>>109462203thankst. the person he stole the picture from
>>109462203You can use it to generate custom nodes for comfyui. Isn't that neat?
can h3 do thrusting good or are we going to need to wait for a lora for the sex to look "normal" ?
>troll bakeno kinos for this thread
>>109462231yes
>>109462122>ref2how do you even prompt character swaps based on ref videos?
>>109462230he's always crying, like was he even happy in his life even once?
>>109462243https://huggingface.co/MiniMaxAI/MiniMax-H3/blob/main/docs/VIDEO_PROMPT_WRITING_GUIDE_ref_en.md
>>109462257tldr?
>>109462261Ask an LLM to summarize it for uou
BFL still advertising Flux 3's soon release signals they are resonably confident in the model despite H3. We shall see.
would be crazy if flux 3 completely steals the thunder from minimax, a reversal of what happened before
>get good roll on H3 but one of the words is mispronounced.Is there a standard way to write phonetically? Does it know IPA?
>>109462274looking forward to it. if they do a step distilled release then i will have no reason to use h3
>its been a day and Kijai hasn't released any new speedupshe got fired didn't he
>>109462274It won't We've been through this already
>>109462274they were confident when they released Flux 2 dev, we all know the rest of that story kek
>>109462295>they were confident when they released Flux 2 dev, we all know the rest of that story kekwe got the best edit model?
No matter my res or video length, my h3 gens are extremely slow... I'm on 3090 and 64gb ram. For some reason, stuff like spectrum node or sageattention doesn't affect my speed at all. I checked the installation, and everything is fine
>>109462306You have to get off of windows if you really want good performance
>>109462231not really, seems like t2v cant even do skin slapping sounds either, any time a bare ass is spanked it sounds like they are hitting a throw a pillow.
Does dynamic threasholding work with krea2?
>>109462305klein isn't that good, slopped as fuck and hard to train
>>109462316ideal for sex with stay puft marshmallow man
>4 min gen for 5s>18 min gen for 10shuh
>>109462316I’ve definitely been able to produce good thrusting, but the genitals look horrid, even with I2V.
>>109462306need updated nvidia drivers, pytorch above 2.9, cuda 130+, sage 2.2
>>109462331Holy shit so many noobs, we just went over this a couple threads back.
>>109462331ez cache bay bee
>>109462335JAV doesnt have this problem
>>109462305i only use flux klein to remove tattoos from images in my dataset, that's about all its good for
>>109462306I'm on 3090 64 GB of RAM. First time using minimax. Does pic rel look like normal gen times?>>109462306Came here to report same thing as first time user. Looks like we're experiencing the same thing. What did Comfy fuck up this time? Or maybe all the anons praising it are on a 5090
>>109462331the inference time increases quadratically (transformers architectureà, so if you make a x2 in the length of the video, it's a x4 in the rendering time (4 mn -> ~16 mn)
>>109462360Just the way she goes
>>109462362>àhola juan
>>109462360Megapixels? Length?
>>109462373>only spanish people say "à" french people too
>>109462362how do I put my cock in the quadratic machine
>>109462257https://streamable.com/vlh9wxI'm using Ref model and my stash of 1girl standing gens to make a music video as a test. H3 Ref seems like it can be a serious tool and not just a toy if you're serious about chaining transition shots together.
>>109462380I thought I smelled something
>>109462191your gooner supreme no cap
>>109462384yep, nice perfume
>>109462338>Python version: 3.13.14>Found comfy_kitchen backend triton: {'available': True, 'disabled': True>Found comfy_kitchen backend cuda: {'available': True, 'disabled': False>Found comfy_kitchen backend eager: {'available': True, 'disabled': False,>Total VRAM 24575 MB, total RAM 65485 MB pytorch version: 2.13.0+cu130>Using sage attentionI don't see any errors in my cmd. This is what I get when generating>>109462360>Looks like we're experiencing the same thingeven similar slow speed lmao>>109462312sure, but this problem goes beyond that, I hope
How come the music H3 gens is better than those from dedicated music models like Ace Step
>>109462360Unless you're genning big long videos using a video reference then no, that's not normal. 10 minutes would be more normal on the far end getting as low as 2-4 minutes.
>>109462306You're swapping bro, I'm at 63GB of RAM usage (got 128GB)
>>109462399Because ace step is trash and we need china to come through for us again in tts and music now
When will my favorite software Anistudio support Minimax H3?
The audio ref is great. You can just put "Use the same voice from <Audio 1>" and it works. When you don't use Video Ref the ref model works as fast as FL. The big bottleneck is Video Ref more than a few seconds long.
>>109462399multimodal is the future
>>109462408why the fuck it is swapping when it still has vram and ram to use. Besides, I saw people using smaller cards and ram with faster speeds than I do, and I simply use the official workflow
>>109462306Try --reserve-vram 2So that only enough for Windows OS is left.
>>109462399dataset
>>109462439>windozer wonders why everything is slow
What's the point of FL2VA when Ref2VA can use key frames too?
>>109462456F/L is definitely more retard proof. Ref model is awfully picky about the prompt.
>>109462439You might be retarded cause i have it running on a potato
>>109462456its faster to gen with
I figured out how to generate good looking pussy on minimax
>>109462456got more artifacts with ref2va, doesn't seem to be trained with the same care as fl2va
>>109462456I don't want to oom
>>109462471How do? Use a reference image of fine pussy as <Subject 67>?
>>109462377Just default gen settings from kijai T2V workflow (0.4 mp, 16:9), I'm in the process of doing what this anon said >>109462338since I didn't actually install anything like it
why is there no media pushback on h3 when its 100x more problematic than the grok bikini thing. was that all just performative outrage or something?
>>109462471k
>>109462484>was that all performativeyes dumbass
>>109462456FL is faster and takes less memory since it doesn't have to keep sampling your references for each step
>>109462471plees saar post how to guide
>>109462484>wow look at all the terrible things this free local model you can run on your own computer can do!
>>109462474Seems like you don't want to coom either pal
>>109462484>was that all just performative outrageduh, medias don't like musk because he said that twitter is the new media
>>109462509no thanks, shlomo
https://files.catbox.moe/azi7xh.webm
>>109462484having to install weird nerd shit on your $10k ai enthusiast rig is way less accessible and visible than commenting "grok strip this foid" on random women's selfiesdon't worry they'll catch up eventually
>>109462484>was something related to Elon Musk performative outrageno, never
How can you tell minimax to stop adding background music?
>>109462530god I wish that was me
>>109462530this is wan tier gen
>>109462531>$10ka 3090 and 32gb of vram isn't that expensive come on lol
>>109462537non_diegetic_music: N/Aas a line in your prompt
non_diegetic_music: N/A
>>109462537beg
>>109462542>He doesn't knowLet's screencap your post and wait a year.
>>109462525Reminds me of thunderf00t. That guy turned his entire science channel into a exclusively Elon Musk hate channel. Lmao. It's really sad that some people can literally only perpetually seethe. Elon or Trump could literally cure cancer and bring about world peace and these niggas would still shit on them. It's amusing. Which reminds me... is this nigga elon ever going to release open weights? Maybe it's best he doesn't to keep local out of the spotlight.
>>109462482how many seconds? and are your models stored on an SSD? Use sageattention and spectrum node https://github.com/xmarre/ComfyUI-Spectrum-MiniMax-H3Total a moved the models to my SSD since I don't really need it for much swap space now and my gen times decreased by a fair amount. Turns out streaming from a standard HDD was the bottle neck.
>>109462549I'll have retired on mine by then
>>109462546ty
>>109462484Because you can't point the finger at one person and you can't undo the model.
>>109462551>thunderf00t. That guy turned his entire science channelsurely you mean his entire "seething about anita sarkeesian and the creationist fundies" channel
>>109462549>a yearin a year we'll get a seedance 2.0 tier model in a 15b model, trust the planhttps://explorative-modeling.github.io/
>>109462477No, no references, this is i2v workflow.I will not reveal my secret sauce. I will give you a hint though: learn to be creative with your language. This is a lesson I learned during the wan2.1 days.
>>109462561I really wonder what went wrong with this guy.
>>109462484>why is there no media pushback on h3 when its 100x more problematic...because we cannot generate many HD videos per hour, unlike grok
>I will not reveal my secret sauce. I will give you a hint though: learn to be creative with your language. This is a lesson I learned during the wan2.1 days.
>>109462559>Because you can't point the finger at one personyes you can, Minimax is the one who released the model, Disney is suing them btw lool
https://files.catbox.moe/yx3xdq.mp4I had it animate some old pic I had and it turned out pretty good actually. I think this was some old OC of some guy from /fit/ fucking an arab girl
>>109462582he's a hippy,just look at him
>>109462580Um, blue board anon
>>109462580It's weird that I don't even speak Japanese yet I instantly hear when they're speaking in gibberish
>>109462580she wouldn't like it, her heart belongs only to TOSHINO KYOKO!!
>>109462568>I will not reveal my secret sauce.Cringe as fuck
>>109462477just make sure the pussy is in the reference images never expect it to generate it,
>>109462580eatin great but sleepin awful
>>109462588that's an arm
>>109462604nigga is packin heat
>>109462588
>>109462598So are you, along with this entire thread. I do not consider myself a part of this community.
>>109462587>Evil Chinese Company Minimaxyou think that headline would work?
>>109462601moderation dude, it'll still be here tomorrowthat can't be said of other certain models but nobody can take this one away
>>109462620go back then
>>109462484Once the journos figure out what's going on you wish you never asked this. Governments WILL be outlawing this shit because there's nothing they can do to control the generation of revenge porn or illegal material otherwise. Be prepared for "possession of a sexually offensive AI model" laws.
>>109462620>I do not consider myself a part of this community.you are, because not only you're lurking in this community but you participate by talking to us
>>109462593For that blurred mess? Really?>>109462596Told it to say Yamete but it made it's own language, probably artifacts from previous gens which happens quite often in comfy.>>109462597That makes it even hotter. >>109462601Everything comes with a price.
H3, please strip Dario and Sam and make them suck off each other
>>109462588I was gonna say why is he moving so oddly but remembered it's AI. good gen.
>>109462484/r/ already got bannedWhat more pushback do you want
>>109462638thanks, won't be doing that but now I wanna see womans clothes burst off in public
>>109462580I could probably gain some new fetishes like this
https://www.youtube.com/watch?v=IKdf4duQeNMSo who's going to gen these first?
>>109462620>I do not consider myself a part of this community.You are not above anon. You aren't cool for saying this, FYI.
>>109462677>You aren't cool for saying thisYes I am.
>>109462580I will forever be thankful to the chinks.https://files.catbox.moe/e3f53o.mp4
wtf is wrong with ledditors???https://www.reddit.com/r/StableDiffusion/comments/1vf81nf/present_day_tomjerry_h3/
>>109462568So there was a censor sweep to avoid generating genitals out of the box and it's not a dataset issue?
>>109462696gigabased, I kneel
>>109462718Oh. Oh hey, is it time to animate yukkuris?
>>109462696me on the left
>>109462718took that as inspiration to make this >>>/wsg/6208097
>>>/wsg/6208097>modern slop art style of tom and jerrygrim
>>109462484I wonder if it has anything to do with nobody being able to name the head of the company.
how well does ryona work?
>>109462580now we're talking
>>109462696wonder how she tastes like
where is kino?
>>109462795https://www.reddit.com/r/grok/comments/1vekpqc/i_just_burned_through_100_of_my_heavy_grok_weekly/sorry no kinos
>>109462531But the results are being shared all over the place. Kinda sucks that i can't remember the sub that was posting the ScarJo ones.
>>109462807lmao, any reason to use grok now that we have h3?
>>109462807>"She dances" BLOCKED! those fucking APICucks lmao >>>/wsg/6207398
>>109462821>any reason to use grok now that we have h3?Yes if you're low IQ.
>>109462827would have been funnier if i wrote the script for that
>>109462755I prompted for the classic style and no 3D. It also doesnt know what a mousehole is lol
>>109462813>all over the placeyeah on 4chan and ai porn subreddits and completely gooned out twitter algorithms, not directly under neurotic foids' poststhe journalists will figure out something's up eventually but it'll take a while
>>109462360 >>109462306on windows turn *off* the nvidia driver settings sysmem fallback so it's definitely not using that
>>109462415lel
>>109462844you would be better getting an initial image done in Krea 2 (or a still) etc for when that happens. I haven't used txt2video much but I can see how testing it with various scenarios is good and shows the limitations
https://civitai.red/models/2834417/hmpenetration-minimax-sex-lora
>>109462871AIEEE MR RYAN GET DOWN >>109460691
Plaguekind workflow is pretty fastIt has all the nodes I use but it's faster for some reason.. I wasn't getting around 4s/it before All it looks like they changed were the steps
peep the nail game
>>109462871seems rushed.
>>109462878I mean, they could have done it silently and nobody would have cared, but no, they love announcing such crap to the whole world.
>>109462890kino
>>109462871mirror https://gofile.io/d/ivqqQuhttps://civitai.red/user/HearmemanAIFor more LoRAs and updates, Join my Discord:https://discord.gg/ZVWVhT43GWTrained using AI-Toolkit on 20 hand-trimmed clips, 73 frames at 24fps, with their real audio. 1,600 steps, rank 16, 512px.Works great for any penetration scene with I2V.I DID NOT test T2V.hmmotion, [position + who is doing the work] + [hard and fast / slow and deep] + [what visibly moves]. [the wet sounds] + [her voice].Example:hmmotion, She's riding him hard and fast, bouncing up and down on his cock, her tits jiggling with every thrust. She's gasping and moaning loudly, a high-pitched "ah, ah, ah" with each bounce, over the wet, sloppy sounds of her pussy on his cock.Blunt words work, clinical words do not. Use cock, pussy, tits, ass, balls-deep, wet, sloppy, squelch. Skip anything that sounds like a medical report.Trained at 512px as a proof of concept, so treat it as experimental. A higher-resolution version is next.
>>1094628900.1 rainbows lol
haven't tried because long gen cooking but if you make changes to <Person> throughout the prompt does it remember? so I don't have to keep adding and remembering any alterations
>>109462916they're called "kino sparkles"
>>109462371not one of the greatest gens but i had to post tits for pun>>109462718ukraine war is brutal
>>109462395>>109462338Nice, just 2 mins per gen and working smoothly now. https://files.catbox.moe/rqfgvf.mp4
the training distilled models issue is solved btw, check bandoco discord
>>109462915What is your GPU/RAM situation? I'm curious how accessible training is.
>>109461903https://files.catbox.moe/rd6njp.mp4
>>109462934This is a prompt Sora 2 was banning, and now we can do it locally, not bad (though I don't even have the original Japanese prompt anymore which was probably better)https://files.catbox.moe/968p28.mp4
>>109462923I need to try image to video
protip: if you're going for video realism, you can convert your vid to a lower bitrate and the blocky compression artifacts will hide the diffusion artifacts and convince your brain it's more real
>>109462947if you're not completely struggling loading the model for inference you can typically train (it's the situation on pretty much all common models with this or that trainer).>>109462958damn dat sound and dat led strip going out and even something like a shock wave type of thing propagating in the vortex/portal thing in the washing machines>>109462969you certainly are here at the right time just a bit after the best model released
>>109462947i didnt train it, i was just mirroring the lora that will probably get deleted
>>109462949i wonder how long we need to be able to gen before we don't need more.
>>109462983you can also increase resolution and increase steps.amazing what cool shit we have now.
>>109462231Its not one shot, you need to seed hunt to get good sex motion. Just wait for loras
t2v vaguely knows lots of characters and people
>have fetish for girls watching other girls get railed>now can just take existing sex pictures and prompt the action so that another woman walks in on it and reactswhat a time to be alive
>>109463068that's american psycho and the machinist bale fused
Beta Scheduler on H3 seems to be the most clear so far for fast motion.
https://github.com/kijai/ComfyUI-KJNodes/commit/87f810ef9c8f5646182e02442b1d666cf5affe38this may fix people's issues with longer videos being much slower
>>109463079sampler?I've found dpmpp_2m_sde works better than res_multi.
trying the custom nodes people came up with. looks like spectrum apply minimax h3 is working without any noticeable issues for me
being able to do this with relatively obscure waifus is most excellent
Man how the fuck did Minimax end up so amazing? This is by far the best model since SD1.5 dropped
>>109463110No fast motion, so I don't think that's a good test.
trying some H3 training, apparently ostris made some fixes a few hours ago that should make loras work a little better without breaking down the distillation completely, but this shit eats RAM for breakfast
Are we ungreatful?
>>109463110I had really bad results with spectrum. Sol attention was much better imo.
>>109463144gem
>>109463144Don't shoot your load too early. Flux 3 could be a pile of shit.
i deleted WAN. piece of garbage model.
>>109463144I feel a little bad for ltx as that seemed like some kind of startup that needed it to take off for them to not lose a ton of money, but it's a tough world and their model isn't good enough
>>109463144as ungrateful as the companies themselvesthey're not sentimental, not in the least
>>109462934>>109462958Wanted to compare my results to Flux 3 API, but of course "request moderated", probably because her panties would be seen for one microsecond on a frame just like Sora 2 kek.
>>109463144Who cares
>>109463144>anon discovers that new thing is better than old thing
>>109463144>Leave the multimillion dollar communist/jewish companies alone!
>>109463195>communist/jewishyou can just say jewish
https://files.catbox.moe/26hgmm.mp4
>>109463144>implying flux 3 dev will be good let alone surpass minimaxkek
>>109463227blue board anon
I am feeling VERY UNSAFE right now!!!!!
>>109462986Pic rel is why. Model is smart enough to know you are probably doing it for perv purposes and they don't want you to see her bending over or anything like that
>>109463227Anon...
>>109463227My virgin eyes...
>>109463214>1-10ssleepy joe
>the schizo sperg is now invading /wsg/>>>/wsg/6208135
are we behaving ourselves?
>>109463169It's good but the video length & no audio ruins it>>109463195none of them have jew influence in them
>>109463244hell noref2va supremacy
>>109463240there should be absolutely no reason for him to do that, his vendetta is this thread and its OP, or so he repeatedly saysI guess he could always lie and say it's not him
>>109463244not really >>109463240
>>109463252I'm starting to doubt it's ani who's trolling like that, ani is usually more agressive with people, that schizo is more sarcastic, I guess it's just debo being bored and try to shit every general or something
>calls him a schizo troll>obsessed enough to follow him around the websitereally nigga?
>>109463268that's been our sister thread since H3, that's how he found it you clod
>>109463268>follow himwhat do you mean? I often lurk on /wsg/ I don't follow anyone
bro how are there still people animating by hand over on /ic/ and other animation circles? >>>/ic/7989810Like I can understand still drawing, it has it's advantages, valid usecases and it can be fun. But animation is a highly laborious, repetitive, mechanical process. Most animators hate their jobs and only like the end product, so why wouldn't you leverage the computer? Focus on drawing what you like, and let the computer take care of repetition.
the advertisers have fucking died and now we are over, are you happy with yourself
>>109463144>implying people threw away wan for ltx and it wasnt just newfags using ltx while oldfags got tired of wan and didnt touch videogen until h3
did a little boogie before ejecting
I wish I was still a [REDACTED] so I could see wtf the [REDACTED] are doing in the discord...
>checking on the state of porn loras for krea2>Krea2 Innie Pussy and Flat Chest Lora>thousands of downloadshow the fuck is this allowed. like actually just call it "Krea2 Child Porn Lora" at this point
>>1094632801.not prod ready2. u need to know to know how to set it up3. hardware
>>109463100Tried it. On ref model dpmpp_2m broke the sound. Also slower than res_multistep by ~30 seconds. However, the motion does seems more aesthetically tasteful for a dance on dpmpp_2m.
>>109463135i'll try a faster one.>>109463152it seemed to work ok for a few gens so far. first time i heard of sol attention, will have a look
has anybody figured out how to use the ref2vid to transform the style of something?I've seen people do those clips where it's like one piece or some shit but as a hyper realistic 3d CGI movie. figured it would be cool if I could try transforming tainamin or something like that.
>>109463305>flat cheststop being transphobic m'kay? trans women are women!!!
>>109463305asian women typically have innie vaginas/flat chest.
>>109463280you will never convince the snailcats, you can do the same thing as them in 1 prompt very very easily. Like look at that thread, it's "I spent days on making this thing jump", it's depressing how pointless that is, it isn't artist expression as it is just function.It's sort of like being obsessed with still typing up written paper reciepts not using OCR
>>109463240I thought that guy had a vendetta against /ldg/ only?
>>109463180LTX is good within limits. It's like having an upright piano and expecting it to be like a synth. Used within it's limits and it's very good, used outside them and the model falls apart. I still like LTX for what it can do but appreciate that minimax can do more and will get better
>>109463318Completely wrong
>>109463309>not prod readyminimax is absolutely far more capable than what any amateur is capable of.Anime studios have already been leveraging AI for several years now.>2. u need to know to know how to set it upLiterally takes less time to learn this than it would be to complete your second frame. By the time a GPU and dram arrives from amazon you might be on your 8th full frame.
>>109463335>Literally takes less time to learn this than it would be to complete your second frame. By the time a GPU and dram arrives from amazon you might be on your 8th full frame.u seem to somehow not know the tech knowledge and ability to learn of the average goy.
h3 is so anti-kinoi'm going back to k2the moving mouth with sounds gets boring after a whilewhile k2 comes with infinite possibilities
Model works well, but has to be boomer prompted in a certain way otherwise you get shit
>>109463180A few weeks ago LTX announced they were transitioning to a World model company.
>>109463169throw away the Nokia for the iPhone. Sure, genning will never be the same again
>>109463240They can keep him
how do you prompt for a framed motion shot, like someone walking but they're always in the center of the frame, is there a term for it or will that do?
>>109463359https://huggingface.co/MiniMaxAI/MiniMax-H3/blob/main/docs/VIDEO_PROMPT_WRITING_GUIDE_ref_en.mdhttps://huggingface.co/MiniMaxAI/MiniMax-H3/blob/main/docs/VIDEO_PROMPT_WRITING_GUIDE_base_en.md
camera follows perfectly from behind or some shit
>>109463353world models are just video models with a fancy hat on anyway
cum general
>>109463359tracking camera iirc
>>109463371I was overthinking it, thanksgotta get it right before I send it
imagine if WAN3 was made local
>k2 gen times gone up by 25 secondsnot cool
>>109463383maybe restart. sometimes optimization nodes from your other workflows never deactivate so it fucks with other models.
>>109463381wan 3 is better than minimax? it's been a while I didn't look at what Alibaba is doing
Are you guys using spectrum acceleration? Seems to be a pretty decent speedup with little drawback.
>>109463405doubt
>>109463381It will be made local. Alibaba is also open sourcing their Qwen Max-class LLM for the first time.
>>109463405no idea. im not paying attention to it until i get confirmation it is local
>>109463408I think my codex clanker added that when i whipped it saying "make this run faster"
>>109463333i'm still keeping ltx around because the step distilled model produces superior visuals within the same generation time compared to h3. i'll be more willing to fully switch if someone released a distilled h3
>>109463408>everything warping>little drawback
anyone tried hooking claude up to their comfy via mcp? i kinda want to, but i also dont want it seeing all my degenerate porn and stuff.
is everyone bored with the new toys yet? santa hardly left the house
>>109463428You'll get banned
>>109463428fastest way to get b& or v&
>>109463428i have codex doing my workflows now
my audio sound so shitty I almost wonder if I got the vae wrong, is it just the model in general that has bad audio?
>>109463434>>109463432just don't do it for your nsfw stuff should be obvious
>>109463415Smart clanker.>>109463423It does that without the spectrum acceleration too, just the way she goes.
>>109463437audio follows your video quality
>>109463447interesting, so higher res means better audio?I'm so used to seedance so It's kind of noticable.
>>109463451yes, just try it
>>109463428you're gonna allow an AI known to have hacked was it 5 companies? On to your computer? well have fun with that I guess.
>>109463437h3 is surprisingly not very good with audio
>>109463451more latent space means potentially greater quality, this model processes both together so skipped steps or small latent impacts both image and sound
Prompt comparison against Flux 3 gen I found in wild https://xcancel.com/seeksteve/status/2084110350513766491#mhttps://files.catbox.moe/toopdt.mp4Not bad since I'm using sage attention which is likely slopping the gen a bit
>>109463231>they don't want you to see her bending overabsolutely retarded levels of prudery. so glad these faggots don't decide.
>>109463461>>109463437Quite literally a skill issue
>>109463470>Comparing Minimax with Flux 3 maxwe'll get flux 3 dev though, and it's gonna be significantly worse
>>109463477I'm new and retarded please be nice. how do I improve the audio quality?
Can someone bake a new thread quickly? Before you-know-what.
>>109463486>someonebe the change you want to see anon
>>109463408That just slops the gen a bit and destroys small details, no?https://files.catbox.moe/qy49cv.mp4
>>109463408i'm using easycache because the speedup is better and I don't mind the tiny bit worse artefacts since I'm genning at low res anyways
>>109463460they literally told it to hack those companies as a dumb test, but they didn't put enough guard rails in place. it was supposed to be a dry run only
>>109463491Stop repeating yourself you autistic idiot.Autists like you can't stop posting recursively.
FRESH>>109463498>>109463498>>109463498
nigga lmao just get on with it
>>109463494>test
>>109463483More megapixels, more steps, potentially also more fps. Depending on what exactly you're doing, it may also be a prompt issue (particularly with dialogue), or it may be something the model hasn't been trained for very well (various kinds of music, use a reference in that case).
Sample test time to raise the values higher8mp at 15 seconds is 20 minutes. I need to install those speed ups but then I have to fuck around with the wf to add those nodes
>>109463497I reperat myself because you repeat yourself retard
>>109463180>I feel bad for this jewish company whose subpar model was never worth using in the first place and wasn’t really better than wan which finally got dethroned by h3no need to
>>109463504100% believe it was intentional as these companies see open weight models as a threat
>>109463498>>109463498
>>109463509No, it's because you're an autistic moron. Evidently you're the type of moron who assumes everyone must be the same person too.You truly are a worthless blithering idiot. Highly autistic too.
fyi this thread wont die for at least 7 more hours so you dont need to join the troll bake
>>109463527>>109463497
>>109463527funny that you're attacking me but not the guy who repeated himself by asking for "someone" to do the bake over and over, really curious if you ask me, really makes you think
>>109463520>>109463501You're so pathetic, you do this and still make zero headway
>>109463396it was already restarted, but its good now. clanker made a bat to downgrade to a specific comfyui backend/frontend with a revert choice
>>109463546>avataringyou know what to do
>>109462915what gpu u have? I tried training wan2.2 lora at 512px on 5090, it failed. On 256px it works.
hmm actually she often doesn't have her wings.going to see what kj's sol attention implemetation does
>>109463563that rule doesn't get enforced, /sdg/ still exists
>>109463563I'm trying to figure out the avatar when I posted multiple characters. I think the text in the image just made him upset
>>109462440How is reserving vram gonna help here at all? All you're doing is reducing available memory to the model.
>>109463605You're letting ComfyUI dynamic VRAM taking the wheel and it is screwing you with loaded 17gb instead of the full 21gb model.
Stop disabling important memory optimizations like dynamic vram.Stop using gguf nodes.
>>109463665it crashes when I use dynamic vram, fix your shit Comfy!!https://github.com/Comfy-Org/ComfyUI/issues/15255
>>109463305You happen to be Australian mate?
>>109463684that means you have some outdated custom node that fucks with it. Cause it works perfectly for 99% of people
>>109463785>that means you have some outdated custom node that fucks with it.nope, I'm using the default minimax h3 workflow, so I'm asking it again, fix your shit
>>109463801submit a detailed bug report or it didn't happen.
>>109463785>Cause it works perfectly for 99% of peopleif you ignore the countless complaints about dynamic vram on github/reddit/4chan then yeah we can get that number
>>109463808>submit a detailed bug reportthat bug report isn't detailled enough for you? because I got exactly his error >>109463684
>>109463801wtf does a WF have to do with installed custom nodes?
No matter what I do I can't get ai toolkit to work. Am I just disabled? Neither conda nor venvs work with it
>>109463684You people must be doing something wrong considering all the problems are fixed on my end with only 12GB VRAM and 16GB RAM. Update all your shit, stop using gguf format, place your big models on a fast drive and setup some swap file also on SSD or faster. Stop using memory flags and maybe use "MiniMax H3 Mem Eff Sage Attention Patch" I'm doing 15 seconds with H3 and only using 75% vram.
>>109463813>0.1% of people do retarded thing with old custom nodesWhy are you fixing it!
>>109463847>old custom nodeswhy do you repeat this lie? do you have a goldfish memory or something? >>109463801
>>109463834>15 seconds with H3 and only using 75% 12GB VRAM vram.on like 480p res maybe
>>109463813Guys don't use outdated custom nodes.>why is it not working!>>109463856a workflow has nothing to do with what custom nodes you have installed retard
>>109463867I can tell you are a low IQ retard who doesn't know how to read codes, if you look at his log error there's not a single custom node interfering with the process >>109463684 so in conclusion, you're a faggot who has no idea what he's talking about
>>109463865half a megapixel but it can do 1 megapixel just its really slow and i don't have all day when just prompting silly videos. i'll try the full 15 seconds in a bit on 1 megapixel just waiting for a gen to finish and I'll see if it OOM but I doubt it will because this isn't wan.
>>109463887retard, you think every old custom node under the sun is gonna have inbuilt warnings of it fucking something up?Its either bad custom nodes OR outdated dependences. Therefore its a user issue.
Any workflows that can just double the resolution of these video generations?
>>109463908use RTX upscale
>>109463915How fast is it also are there any wf with everything wired up I'm not sure where to place it
>>109463908rtx vsr? but its probably gonna add a minute to the final output at leastusually it takes like a second per frame at 1mp
>>109463906>you think every old custom node under the sun is gonna have inbuilt warnings of it fucking something up?it fucking does, that's how python works you fucking retard, if you get an error it'll show you everywhere it went through before, holy shit you're dumber than fucking rocks
>>109463955>>109463906
>>109462896LOVE nails they are always what makes the gen
>>109463955i bet you are one of those morons that does not yet know how to disable hardware acceleration in the web browser and has like 30 tabs open while genning. run nvidia-smi oh wait you're probably windows user, anyway firefox on my machines use 2MB of VRAM because I disable hardware acceleration so it barely touches the GPU. why is this important? because simply opening a youtube tab or this thread can cause it to OOM. But that is just my theory, i worked a lot getting my system to stop running out of VRAM when genning.
lol
>>109464013everything but comfy's fault right?
>anon performs indirect attack>critical fucking hit
>>109462934What megapixel and how long can you gen on your setup?
>>109464013KEK your computer is a toaster if it crashes by opening a 4chan thread during generation
So how do I take a tiktok video and tell comfy to replace the girl with Asuka?
>>109464013um.. i believe they're called windows lusers
so i guess this H3 thing can't do GOOD gens huh? haven't seen one so far
>>109464013>i>>109464261>itry to be more subtle on your samefag next time
>>109464272wtf lol
>>109464272you want i should kill you?
Is Tea cache and SOL attention something I need to do or is H3 already doing it? Chatbot said tea cache was a node and it didn't know what SOL attention was.
