Discussion and Development of Local Image, Video, and Music ModelsPrevious: >>109474113https://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>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>Maintain Thread Qualityhttps://rentry.org/debohttps://rentry.org/animanon
>>109475019animal abuse :(
>>109475019Any way to make VAE decode faster ?? It took betweek 30 seconds and 1 minute :(
>>109475037those blacks are working hard. it's not abuse
>>109475043>Any way to make VAE decode faster ??good news for you anonhttps://github.com/Comfy-Org/ComfyUI/pull/15334
good morning sars, turbo is out? is it good, we back?
>>109475037>mfw Resource news08/05/2026>Inline Studio v1.2.62 - Minimax H3 Lora training still onlyhttps://github.com/inlineresearch/Inline-Studio/releases/tag/v1.2.62>Qwen3-VL-32B-Instruct-MiniMax-H3-GGUFhttps://huggingface.co/nif0/Qwen3-VL-32B-Instruct-MiniMax-H3-GGUF>Qwen3-VL-32B-Instruct-ultra-uncensored-heretic-H3-GGUFhttps://huggingface.co/nif0/Qwen3-VL-32B-Instruct-ultra-uncensored-heretic-H3-GGUF>MiniMax-H3-TAE: 2D tine VAE for MiniMax-H3https://huggingface.co/Kijai/MiniMax-H3-TAE>SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inferencehttps://github.com/6somehow/DAC-SPADE>CAPE-T2V: Captioner-Anchored Prompt Enhancement toward Two-Sided Conditioning Alignment in Text-to-Video Generationhttps://github.com/yizzz927/CAPE-T2V>JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusionhttps://github.com/jd-opensource/JoyAI-Video-Edit>ParVL: Parallel Scaling and Expandable Compute Allocation for Multimodal LLMshttps://github.com/YangYangGirl/ParVL>OliveGemma: A 3 Billion Visual Language Model for Recognising the Mediterranean & European Diethttps://huggingface.co/JamesZar/OliveGemma-3B08/04/2026>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
>>109475028typical retard judging a model from only a single output >Still trying to make a case for wan over h3.youll learn its pointless to try to beat that kind of thing into anonif you know its (being any model) is good then you know itll eventually proliferate
>mfw Research news08/05/2026>SeCo-SBIR: Semantically Consistent Prompt Learning for Zero-Shot Sketch-Based Image Retrievalhttps://arxiv.org/abs/2608.03120>HyperbolicDiffusion: Sharp & Scalable Tiled Generation on the Hyperbolic Planehttps://arxiv.org/abs/2608.03422>DiverseDiT++: Quantifying, Analyzing, and Promoting Representation Diversity in Diffusion Transformershttps://arxiv.org/abs/2608.03082>Can T2I Models Draw from the Right Frame of Reference?https://arxiv.org/abs/2608.03357>Hunyuan3D-Buffalo 1.0: A Unified Multimodal Model for Scalable 3D Generation, Understanding, and Editinghttps://tencent-hunyuan.github.io/Hunyuan3D-Buffalo1.0>Self-Supervised Representation-Guided Generative Dataset Distillationhttps://arxiv.org/abs/2608.03218>Latent Reward Registers for Diffusion Preference Alignmenthttps://arxiv.org/abs/2608.03929>UniWorld-Design: From Pixel Generation to Layer-Native Designhttps://arxiv.org/abs/2608.03971>MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Bindinghttps://arxiv.org/abs/2608.03708>RIDGE: Re-Noising with Internal Dynamic Guidance for Image Editinghttps://arxiv.org/abs/2608.03059>Efficient Video Dataset Distillation via Cluster-Guided Prototype Blendinghttps://arxiv.org/abs/2608.03269>Rectify Then Diffuse: Disentangling Concepts Before Denoising Trajectory Unfoldshttps://arxiv.org/abs/2608.03135>TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Modelshttps://arxiv.org/abs/2608.03057>Adaptive Two-Stage Visual Token Pruning for Efficient Inference in VLMshttps://arxiv.org/abs/2608.03112>Enhancing VLM Reward Models Through Structure-Aware Fine-Tuninghttps://arxiv.org/abs/2608.03875>Qwen-3D: A Generalist 3D Vision-Language Model for Spatial Understandinghttps://qwen-3d.github.io>When Do Fewer Visual Tokens Accelerate Multimodal Inference? A Break-Even Study Across Decision Locations and Hardwarehttps://arxiv.org/abs/2608.03649
>>109475055saar no cumfy saarport yet
>>109475052I hope comfy is paying kjGOD well
>>109475055>>109475066samefag
how do i merge the lora into the model so i dont have to keep reloading it?
>>109475071I actually made every post in the past 3 threads, saar.
>>109475019we are so close to working realtime fmv games.
8/6 and the default 12/3 sigma shift makes the subjects act like crackheads, like completely off the rails adhd mode. together w/ the turbo lora (the HF one) at 8 steps multires and a boomer prompt.fuck that shit, bypassed.
>>109475066what's this then? https://huggingface.co/QrusherZA/H3_Turbo_ComfyUIjust tried it, it works, dunno how good tho
>>109475052>>109475092>I put swapped the current VAE for this one, but my vids just returned as blackis it because of sageattention?
>>109475090first I see of this saar, thank you may blue goddess give you many handjob
How make a the sex with the big boobed anime woamn with "H 3" ?
>>109475101wait until brahmin sir wakes up and spoonfeeds us
Is camera shake broken in Minimax? Whenever i've prompted for an unstable camera/shaky camera, it's more like a vibrating camera with very fast jitter. I just want a camera that's like a person holding a handheld camera. The documentation is useless at providing information on this.
>>109475123using sigma shift? it seems to speed up certain things
>>109475123Prompt for Michael J Fox holding the camera.
fucking hate comfyui so much, everytime i have to update for new models my old reliable workflows break and i have to spend an hour fixing it
>>109475123werks for me
Tom cruise as a vampire goes hard nglhttps://files.catbox.moe/hx5ka2.mp4>>>/wsg/6208955
>>109475132>using sigma shift?Yeah.I guess I'll try it without sigma.
>>109475135beg ani to make a new release
Minimax is really Seed dependent. Dont waste your seeds if you got the good one
>>109475153wrong
>>109475153probably not correct
Still using sigma shift with the turbo lora?
>>109475052>vae decoding speedupwow thanks for saving me the 2s after my 15 minute gen
>>109475147Buffy is 5' 4"Tom Cruise is a midget.
>>109475175Movie magic
>>109475153even if that's true, that's a good thing. nobody wants a boring model
>>109475174the cherry on top is more artifacts! :D
>>109475174Yeah the VAE is super important I don't know why that's the thing people want to butcher for nominal speed increases.
>>109475153If youre not chase the gap that exists you no longer a racing genner
>>109475193people are retarded, you have to assume most things posted went through at least 4 different quality raping settings
Turbo lora fucking RAPES the audio
>>109475206it does, it's an unfinished lora, we have to let the poor lad finish the job
>>109475206true. but it's WIP, right?
Welp, i tried running H3 Int8 on a 3060 12gb and 24gb of sys memory.Was paging hard and thrashing my ssd at 64% system memory usage, so not sure if I want to keep using it
bored.flux3 waiting room
>>109475239>24gb of sys memorydon't you need 32?
Can i finally make on the spot cnc videos of abi shapiro or is that still a pipedream
>>109475239I have less system ram than you and have no issues. you must be on winblows.
>>1094752442x8, 2x4
>>109475244I was told 640k was enough for everybody.
>>109475244no, I have a 3060 and 16gb of ram. works fine for me including the non-pruned version.
>>109475256>16gb of ram. works fine for meneat.
so no video extension ala ltx yetthat's fine, I can wait
https://files.catbox.moe/f9ncl2.mp4haha cool
H3 is """"usable"""" on a wide range of hardware. It just depends how low your standards are
>>109475250Yup, that sounds about right.Been struggling with comfyui not using system memory and using the pagefile instead for a while now. Thought i fixed the issue with krea2 but now it's happening again...
>>109475239...why does it use the ssd? my ram is at 80%. is comfy fucking retarded?
>>109475283I mean its less about standards and more about paitence. its not too bad for me. 10 minutes for 10s? not ideal but hey it works well
pokemonGOD anon, what are your settings?
>>109475256Oh yup. I bet if you check task manager, the drive with your pagefile (assuming windblows) will be getting thrashed during inference.If not, I would like to know what black magic you are using to run the int8 model with 16gb.
I feel like people blame comfyui when its likely just windows being a giant steaming piece of shit>>109475307>If not, I would like to know what black magic you are using to run the int8 model with 16gb.no black magic I just use linux. it just works I think mostly due to dynamic vram which everyone shits on here or some reason. I use zram swap
I hope that how you guys pick up girls.https://files.catbox.moe/kadplw.mp4
>>109475328>masterpiece
so would you dudes who tested minimax h3 say that this is good enough to produce real kino?like do you think this is good enough that people can produce their own short movies, tv shows and such?also any other AI tools you'd recommend that could help with such?krea2 model also seems decent enough that it can produce something consistent enough.
>8gb vram>64gb ddr5>loonixCan I run it?
>>109475328score_9
>>109475322ok? why can't comfy make it work properly on piece of shit windows then
>>109475301>...why does it use the ssd?I'm assuming it needs 32gb to swap the whole model in memory, so 24gb means it has to constantly move layers in and out between ram and disk
>>109475345>like do you think this is good enough that people can produce their own short movies, tv shows and such?I can see that yes >>>/wsg/6208850
>>109475354you answered your own question so why are you asking
>>109475351>8gb vramwhy?
>>109475322>just windows being a giant steaming piece of shit100% Windows fault. it's what made me completely drop it. It just can't handle heavy memory workloads. Like it's broken at it's core.
>>109475358i mean i assume it doesn't happen on wan2gp
>>109475356maybe a good technical showcase but painful to watch
Idk if it's something I'm doing wrong but this node rapes FLF generations.
>>109475365this is what happens when the entire OS is scaffolded off of code written in the 90s
>>109475359laptop, please understand saar
>>109475365windows is made for normies. it doesn't need to be anything else other than that.>>109475368blame whatever you want. the model, comfy, or anything else other than the root cause of the issue. no skin of my back.
>>109475372it does, I prefer to wait a bit more and use Spectrum but the quality is there >>109474992
>>109475379off*anyways gn saars
>>109475368wangp is more comfy than comfy tbqhdesu
vid gen has made me realize i am not very creative
>>109475390fact
some say the text encoder being censored or uncensored doesn't matter-- are there any comparisons? Idk what to believe
>>109475351Maybe you can but it's not gonna be worth it. IMO genning is only fun if it's fast. Otherwise it's a slog and a waste of time.
>>109475403yes has been done to death at this point man...
>>109475396im just making my ocs moan n shit
>>109475403"Uncensored" text encoders are a meme and do literally nothing, has always been the case, stop giving attention to retards.
>>109475422proof?
It doesn't know that a penis is supposed to be rigid and instead makes it move like it's some kind of sea cucumber.
>>109475430for my eyes only, chuddie
>>109475429I'm something of an uncensored text encoder my myself, reggin.
>>109475396we got so used on using shit models that can only do 1girl that we don't know what to do anymore when we finally get a model that can do anything
>>109475439add viagra to the prompt
>>109475454My problem with 1girl genning isn't genning, it's spamming it.anyone can gen a 1girl, so showing it off is extremely annoying.
im getting 3x speedup with the convrot vaekijai is a god
>>1094754763x speedup on the vae decode step?
>>109475482no anon the vae started raping the model into submission, thusly improving the overall gen time by 3x
>>109475482yup
>>109475454>we don't know what to do anymore when we finally get a model that can do anythingcoomers have no imagination. ltx could do anything, but i didn't see anyone posting kinos
>>109475476>>1094754923x faster on the decoding process, big deal
>>109475495>ltx could do anythinglol, no it could not. It was 90% a talking heads model and fell apart / knew almost knowing about anything
>>109475495Because it looked like horrendous fucking garbage unless it was a closeup of a face
>>109475495>ltx could do anythingshut up Zeev and make LTX 3.0 already >>>/wsg/6208759
>>109475501>lol, no it could notit did everything i asked it to
https://www.reddit.com/r/StableDiffusion/comments/1vgt5c9/compara%C3%A7%C3%A3o_minimax_h3_vs_seedance_20/
but can it gen me, Anonymous?
>>109475495LTX was pure dogshit and you had to be blind and deaf to like any of the garbage that it produced.
>>109475521anon used it to have pam suck his dick.
Bros, how do I install this for h3 cache?https://github.com/silveroxides/ComfyUI-UtilsCollection
>>109475520>Seedance 2.0obsolete, it's 2.5 now
>>109475525unc was wildin
>>109475476Useless
>>109475516Turns out you're the one with poor imagination.
>>109475521I already asked if it can do pooping.
has anyone used this? https://github.com/jlucasmcrell/ComfyUI-H3-Multishot
>>109475529seedance 3 will fix it
>>109475528Go to your custom nodes folder>cmd>git clone https://github.com/silveroxides/ComfyUI-UtilsCollection
>>109475535if you claim to see nothing while i was perceiving a beautiful world, then is it really i that has the poor imagination?
>>109474381Not so fast, Minimax is the most slopped and Seedance is the least slopped in this example (though I doubt Seedance will be less slopped overall compared to Flux)https://xcancel.com/vladimircherner/status/2084857628002222461#mBenchmarks don't tell the whole story.
Fuck I love this model.
lol nigga really think Flux will be unslopped
>>109475557see >>109474406
>>109475577j...just one finetune!
>>109475557>Minimax is the most sloppedoh yeah, compared to grok it's a joke. the little local cucks can't compete with the BIG DAWGS.
how does it handle anime magic/magic circles? like megumeme. can some h3GOD test that shit out?
>>109475495>ltx could do anythingkek. it couldn't even maintain a face properly even with character lora
>>109475589Idk what that is.
>>109475540Seems interesting their example vid kinda gets worse over time. But it's not some sharp falloff.
>>109475544what drop menu down is it under when you try to add a node?
Remember than one? the minimax version is a way better attempt that my old one on LTX lolhttps://files.catbox.moe/qboybl.mp4>>>/wsg/6208995
I'm using gemini for prompt enhancement because I can't run my gemma, but damn, 3.5 flash is retarded at positional awareness.
>>109475611MiniMax H3 Cache node
https://old.reddit.com/r/StableDiffusion/comments/1vgryvq/minimaxh3_human_motion_testing/@saarsThis guy included some workflows https://github.com/xolo88/working
>>109475403The encoder isn't capable of censoring the output, that's the model itself doing it. It's just more snake oil shit out by civit proles.
>>109475557lolz, Grok audio is terrible like it was recoded in a tin can and as tho the worst actors in the world are reading their lines - terrible.
>>109475621What does it do? If you don't want to type it out I'll also accept vibed analysis
>>109475627The trannies removed the clip, but it was impressive https://rapidsave.com/info?url=https%3A%2F%2Fold.reddit.com%2Fr%2FStableDiffusion%2Fcomments%2F1vgryvq%2Fminimaxh3_human_motion_testing%2F
>>109475578It can do porn, these models are censored at the API level.
>>109475621well I put it in my custom nodes folder and refreshed comfy but I don't see any h3 nodes
>>109475642but you are an api cuck so what's the point?
>>109475642>these models are censored at the API level.So you admit it's unusable.
>>109475648It also has a requirements.txtask a gpt how to install it from your python embeded folder
>>109475642if sneedance could do porn /gif/ would be flooded with it. it's like all models, it's trained with basic shit that is almost impossible to omit from sfw training data like nipples and some bush. higgsfield and the like just let enough "naughty" gens slip past the filter to get thirdie gooners addicted to the possibility of coom, they turn it into a slot machine trying to get bobs and vagene.
>>109475648ask claude to rm -rf
>>109474868I am zooomin nowI went home to lunch break, booted up my agent, solved all the outdated problems and repackaged r2v c*v*t workflows + mine + the mentioned lora etc and it just werks (with a lot of context for the agent). Gone are the days of st*ck*verflow LOL or even r****t, queueing at least 3 hours of gens and I will be back for them to see kino>>109475641wow kino, makes me think H3 is a byproduct of the start of of military world model robot tech
>>109475678>higgsfield and the like just let enough "naughty" gens slip past the filter to get thirdie gooners addicted to the possibility of coom, they turn it into a slot machine trying to get bobs and vagene.that's sneaky. i bet you're right
>>109475659>>109475699pretty good anon
>>109475603I knew that gen looked familiar..! The late SDXL era was over two years ago now. Feels like yesterday.
Can H3 do lactation
>>109475603>>109475709I have a second cousin that kind of looked like that. She got really fat.
>>109475716yes, I've seen an anon share one such gen here
>>109475718I was explicitly prompting for down syndrome when I made those gensIt was a fun stupid idea... I should do it again with Chroma
>>109475720ok how about one at a time toe sucking?
>>109475727it can do foot licking, toe sucking, armpit licking... really it can do any softcore shit that you want
>>109475738big toe, next toe, how do you do it?
Sulphur at 4k of donation goal already
can it FART? or how about PEE? or maybe POOP?
>pip install -r requirements.txt
>>109475747that's all? coomers are fucking poor come on!
>>109475747I already vibecoded what he wanted to do, use case of Sulphur?
>>109475751We haven't yet asked - but can it do 3D cubes of 4D projection?
https://files.catbox.moe/f9ncl2.mp4
>>109475771meant to paste https://files.catbox.moe/h66pgk.mp4
>>109475777is it porn? I'm on no porn.
I think I may be retarded because the strict aspect ratios on MiniMax H3 kinda makes it useless to me.
>>109475785you can go for whatever ratio you want it always works fine
>>109475747Meh, their dataset is pretty shit I think, don't know if it would be able to do actual nice and varied stuff, perhaps H3 being a sota model will make all the difference even if it's a shitty dataset.
>>109475785probably someone will make a bars enforcer?
https://vocaroo.com/1mN6KmjhJhFvmy waifu
I do not click the catboxes. Share your sfw gens on /wsg/ and crosspost them here. Thank you!
>>109475754>i've done this 1000 times, there is probably a requirements i need to install. just as i suspected..>google.com "install pip req">copy paste "pip install -r requirements.txt"at this point idk i'm exceptionally lazy or retarded
>>109475791dont worry, its massively better now. They accepted a bunch of datasets from others who have done nsfw models before. Tons of dan + e621 on top of the real stuff now as well
>>109475785
>>109475356So, the current sota is also more than enough to edit existing movies to fix poor casting choices right?
>>109475799/wsg is a blue board
>>109475814>Share your sfw gens on /wsg/ >Share your sfw gens>sfw gens>sfw
>>109475802i open the text file and manually install each line because i don't want to download the windozer precompiled packages
>>109475820what sfw gens?
>>109475820wsg is a blue board
>>109475790damn you aren't wronggranted it was 1:3, but i thought it would be more pissy>>109475805nicegonna make a node adjustment now
>>109475799I also want to keep /wsg/ alive but wouldn't it be cooler if /g/ just had sound
H3 has an undesired talking problem, just like wan.
>>109475848Learn to use non_diegetic_music
>>109475848prompting issue, guide says how to avoid that
>>109475855you retarded?
>>109475540with the speed lora 10 steps each shot.https://files.catbox.moe/44k641.mp4
I fear H3 has some lodestone-tier synthetic slop in its dataset. Push it too far with porn-prompting and it converts girls into SD1.5 slop
>>109475864no it doesn't.https://huggingface.co/MiniMaxAI/MiniMax-H3/blob/main/docs/VIDEO_PROMPT_WRITING_GUIDE_base_en.mdi read this entire page, and it says nothing about preventing characters from speaking when it's not desired.
>>109475878i dont care>>109475848i dont care
>>109475877>with the speed loraDidn't have to tell us with that audio.
>>109475887kek, Ikr
>>109475883noverall_soundscape: Silence / what the sounds are
Can't get it to not convert dicks to geo ducks.guess the porn lora is still very undercooked.
>>109475883here is a example:overall_soundscape:Stylized footsteps, paper-like impact slaps, fabric snaps, quiver rattles, a sharply processed bow release, layered arrow whooshes, and a dense target hit synchronize with the changing frame rates.non_diegetic_music:Punchy hip-hop drums, chopped brass, elastic synth bass, and turntable-like accents intensify through the panel expansion and stop cleanly on the target strike.
>>109475878>lodestone-tier synthetic slopnothing to worry about then, just lots of options for aesthetic SFW at <questionable> rating
>>109475892soundscape is not related to dialogue you fucking idiot>overall_soundscape: Summarizes ambient sound, physical action sounds, and non-verbal human sounds across the entire video.H3 has a problem with undesired DIALOGUE.
>>109475908retard, you have control over any and all audio. If you leave it blank it makes shit up.
>>109475908LEARN HOW TO PROMPT YOU RETARDED NIGGER.
>replying to the wan schizoshiggy diggy
>a giant penis appears and she sucks it nice
Even at this early stage the turbo LoRA is very promising. This is 6 steps at 1.3 strength, Euler/Beta with audio sigma shift 6. Would take MUCH longer on my hardware using the step skipping methods.https://files.catbox.moe/rj0p6a.mp4
>>109475476How to use ?
Tried testing a reference video with a random person online, going low with 480p output, around 30 mins taken.I’m assuming, the reference video needs to be around the same quality as well?
getting 6x speedup by replacing h3 with wan 5b.
>>109475931Download 3GB vae + Update comfyu>>109475052
