Previous: >>109485128 >>109488892https://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
>mfw Resource news08/07/2026>LIGHTX2V 4-step Turbo Minimax H3 lorahttps://huggingface.co/lightx2v/Minimax-h3-Turbo>LIGHTX2V MiniMax-H3 T2VA Prompt Rewriter LoRAhttps://huggingface.co/lightx2v/MiniMax-H3-Prompt-Rewriter-LoRA>Sage Ready: Local-only installer and readiness checker for SageAttentionhttps://github.com/CosmicFungi/Sage-Ready>Wan 2.2 Animate 2 14Bhttps://huggingface.co/Wan-AI/Wan2.2-Animate-2-14B>MiniMax-H3 FL2VA — MLX-Serve, 2-bit text encoder / 4-bit DiT https://huggingface.co/antocorr/MiniMax-H3-FL2VA-MLX-Serve-2bit-text-encoder>H3 Motion Context: Clip chaining for MiniMax H3 in ComfyUIhttps://github.com/NikoDemon80/ComfyUI-H3-Motion-Context>ComfyUI MiniMax H3 FirstBlockCachehttps://github.com/duckyshell/ComfyUI-MiniMaxH3-FirstBlockCache>KVAE: Family of Tokenizers for Multimodal Generative Modelshttps://github.com/kandinskylab/kvae>Energy-Guided Flow Matchinghttps://github.com/ysng123/EG-FM>VideoArgus: Agentic Rubric-Grounded Unified Evaluation for Video Generation and Editinghttps://zzzmyyzeng.github.io/VideoArgus08/06/2026>Flash-VAED: Plug-and-Play VAE Decoders for Efficient Video Generationhttps://github.com/Aoko955/Flash-VAED>(preview) MiniMax-H3 Turbo LoRA — 4-step audio-video generation https://huggingface.co/larryvrh/MiniMax-H3-Turbo-Lora>MiniMax-H3 Turbo 4-Step — ComfyUI Pruned-Model LoRAs https://huggingface.co/drbaph/MiniMax-H3-Turbo-Lora-ComfyUI>ComfyUI-H3-Multishothttps://github.com/jlucasmcrell/ComfyUI-H3-Multishot>Krea2 Turbo – OpenPose ControlNet LoRA https://huggingface.co/thedeoxen/Krea-2-pose-controlnet>MiniMax H3 experimental Int8 convrot VAEhttps://huggingface.co/Kijai/MiniMax-H3-experimental>UniWorld-View: Large-Baseline View Synthesis via Video Diffusion Modelshttps://zhouhyocean.github.io/uniworld-view>OmniVR: Joint Video-Audio Conditional Generation for Restoring Degraded Historical Filmshttps://xin1u.github.io/OminiVR_PAGE
>gens getting noticeably worse as people pile on the latest cope nodes
>mfw Research news08/07/2026>Vorch-Omni: Multi-Task Orchestration of Sight and Soundhttps://vorch-project.github.io/Vorch-Omni-project>Vorch-Streamer: Extending Human Audio-Visual Generation to Real-Time Long-Form Streaminghttps://vorch-project.github.io/Vorch-Streamer-project>Vorch-Director: Interactive World Story Model via Noise-Aware Error Rectificationhttps://vorch-project.github.io/Vorch-Director-project>Vorch-IR: Long-Form Unified Multimodal Identity Replacement Video Generationhttps://vorch-project.github.io/Vorch-IR-project>In-Context Forcing: Uncovering Context Effects in Autoregressive Video Diffusionhttps://arxiv.org/abs/2608.05237>Diff-VF: Training-free High-quality Long Video Generation via Diffusion Modelhttps://arxiv.org/abs/2608.05976>EmoWorld: A Decoupled Affective Field for Controllable Emotional Video Generationhttps://arxiv.org/abs/2608.06231>MAVISEG: Manifold Propagation and Visual Prototypes for Zero-Shot Open-Vocabulary Segmentation in Diffusion Transformershttps://arxiv.org/abs/2608.05878>Wan-Animate-2: Pushing the Application Boundaries of Character Animationhttps://humanaigc.github.io/wan-animate-2>StyleComposer: Training-Free Multi-Reference Style Compositionhttps://lexxsh.github.io/StyleComposer>Sample-Adaptive Latent Rewards for Uncertainty-Guided Diffusion Post-Traininghttps://arxiv.org/abs/2608.06125>Adapting Vision Foundation Models with Cascaded Semanticshttps://xixiaouab.github.io/Cascaded-Semantics>Learning visual representations for compositional analysis of artworks and photographshttps://arxiv.org/abs/2608.06142>MOSAIK: Multi-Patch Content-Aware Spatial Allocation of Image Tokens for Efficient Generationhttps://arxiv.org/abs/2608.05450>Reducing Hallucination in Vision-Language Models via Stage-wise Preference Optimization under Distribution Shifthttps://arxiv.org/abs/2605.16411
>kijai
>>109490719Let anon experiment. Eventually the dust will settle and there will be one community preferred standard, as well as thirty five other voodoo cope schizo workflows that one anon swears is better. Natural progression of thread.
https://d.uguu.se/zcKFDUuB.mp4
>>109490719it's just experiments, I guess you just learned how that thing goes, no experiment goes linearly and smoothly towards better quality, sometimes there's bumps, you need that to improve
>>109490718>>109490723fuck off loser
please help anons. surely this cannot be the right speed. I'm on 3090 + 64gb ram, and this is the speed I get for 1mp 10 sec video with default workflow + sage + spectrum. I don't see any errors in comfy, and everything is installed properly. Fallback is also disabled in nvidia
>>109490713finally a proper collage bake.
>>109490713thanks for the bake anon, godspeed
thanks for bakering
>>109490732All I see its progress, video extension, story telling, editing, compositionSome anons are just salty because they cant generate good frames or images references, let alone have resources to experiment, at the end your videos are good as your image gens
So, without the turbo lora, how many steps should I use?
>>109490737Can you make milk come out too with this model?
>>109490761>turbo lora face
>>109490763Oh, and which scheduler
I would post my kino H3 gens here, but they've gotten to the point where they're too kino to share, and I don't want to waste compute on meme gens just for some (you)s. Not sure what the solution is
>>10949076320 min, 30 is better, 50 is api
>>109490774>50 is apiit's actually 40 (and 720p) but yeah, not many differences between 40 and 50
>>109490774api makes it overkill tho.
>>109490771it's ok anon, we understand
>>109490774Okay, I'll try 20 first because it's probably gonna take real fucking logwhat about scheduler?
>>109490794just go for the regular comfyui official workflow, it works fine
>>109490763I'm happy with 15
>>109490771same, but mine also have copyright shit and i REALLY don't want to upload anything which could possibly be used as ammo for regulations and bullshit
https://files.catbox.moe/nbmpes.mp4
>>109490794res multisimple (some say beta)if you switch to turbo, use euler because res multi will create artifacts
ext week diffNews start!Forget Reddit, 4chan, dozens of Discord servers, and GitHub repositories.A site that uses AI to monitor all these channels and, through a “human-in-the-loop” process, publishes high-quality news, tips, and tutorials online the very same day.* I'd write that if I weren't so lazy when it comes to business
You can just say your gens are shit and you're embarrassed to post them you don't have to make up some story about whatever as an excuse
>>109490718>>109490723Stop spamming this shit
>>109490809>Lie-nix
>>109490761>>109490812>at the end your videos are good as your image genstry to do some pure text to video gens with your girls anon, i am interested in seeing how H3 does
>>109490761Oh nice it can do some facial expressions. Quite a leap from wan
>>109490825it got it right half the time
>>109490812>>109490761>proceeds to keep posting overcooked ugly 1girl walking gens
Beautifulhttps://files.catbox.moe/r9g8kc.mp4
>>109490809you guys have finally your smoke animation maker.gg
>>109490809so this is how you pronounce linux huh?
>>109490834>can do accurate 3d camera movements on pixel stylethis model is really amazing
>>109490809quick tip, but for words it can't pronounce correctly you can do stuff like write "Lee Nux"
>>109490861https://files.catbox.moe/rqkt4g.mp4why stop there? this works
https://litter.catbox.moe/b0il5trp973hr06e.mp4
>>109490877kek
>>109490872I use that phonetic shit for vibe voice for a few words it consistently fucks up. It works really well.
>>109490872technologia
https://files.catbox.moe/dnyg17.mp4
>>1094907451mp is actually a pretty large res to gen at, what are your speeds at 0.4mp?
fuck it, posting the gens even if i can't stop the gibberish.https://files.catbox.moe/zz23wg.mp4https://files.catbox.moe/j0vpnk.mp4https://files.catbox.moe/08r533.mp4
STOP USING THE TURBO LORA
>>109490885The gen is pretty good, but at least offer some minor insight on what you are doing.
ref_image_0 is always <Picture 1> when prompting, right? And ref_audio_0 is <Audio 1>?
>>109490889that's how he talks just after a plastic surgery so that's accurate kek
>>109490895I think spectrum is better cause there is less of a quality and prompt understanding dropoff
>>109490898Yes
>>109490898yes
>>109490895What are all the other speedup options?
>>109490908use spectrum or minimax cache.
>>109490888around 2 minutes for 0.4mp and 5 sec. But some random ass redditors can gen 1.0 and 10 sec fine in like 8 minutes with the exact same setup as mine. https://www.reddit.com/r/StableDiffusion/comments/1vhyl33/minimax_h3_compare/
Works well with 6 step. But i cant solve those Choppy anime animation with flat anime shading. The more 3d looking your image is, the less chance it got choppy animation.
I've been playing around a ton with sd2 and having a pretty big fraction of its power in local is amazing. H3 followed every part of my prompt and it genned it pretty much exactly as I had envisioned it.
>>109490809make her do the Kramer thing where she drinks while she still has the cigarette in her mouth
>>109490895>STOP USING THE TURBO LORAI wanted to put the "stop having fun" meme to clown you but yeah the lora is pretty bad at its current state, they've only begun the training
>>109490921>H3 followed every part of my prompt and it genned it pretty much exactly as I had envisioned it.I guess using a 32b text encoder is useful yeah lol
so are first worlders still not allowed to use H3?
Why should I use this :https://huggingface.co/lightx2v/MiniMax-H3-Prompt-Rewriter-LoRAinstead of my usual gemma 31B?
>>109490897emmm. r2v model with the images of the character + image of a stand + PoV image as a guidance for style and the place of the video + prompt describing what's going on in the video. It actually listens if you tell it to only use images as a guide, not to directly copy them.https://files.catbox.moe/cdsnzt.mp4
>>109490929The thing is the alternatives are just as fast so it's not like you're giving up anything.
>>109489307gonna need more like that
>>109490918lol
>>109490939fucking useless
>>109490939You absolutely shouldn't. Gemma is leagues better for prompt writing.
>>109490939>he needs a model to write his prompt
>>109490940i was there that year
>he doesn't use a model to write his prompt
>>109490921pretty
What is the best way of upscaling/refining minimax? I'm new to videogen, skipped basically the entire wan era.
>>109490944I forget to mention. The larger your image resolution is. The better the gen results. I gen this with Anima and upscale it to 2K resolution
>>109490948OK thought so, thanks anon.>>109490951Of course I do, I convert my messy thoughts into best practices prompting.
>>109490916>around 2 minutes for 0.4mp and 5 secSounds about right without speedup nodes, I wouldn't necessarily believe that's the only thing different between that ledditor and your setup.
>>109490941nah, if they manage to make a great turbo lora that works as expected (4 steps) it'll be sooo fast
>>109490961RTX Super ResolutionSeedvr2Topaz
>>109490944>>109490962I still don't get how this worksso the ref image goes into the ref_image_0 or first_frame input without any downscaling done to it? and the width/height inputs are used from the same image but after downscaling it?
>>109490981>sneedvr2
Does H3 know what a fart is?
>>109490998I'm gonna find out.
I think H3 has some kind of distorted training on porn. I'm trying to gen a video of a girl grinding on a dude's underpants, and it keeps producing strange meat that looks vaguely like a penis. I'm not exactly sure how to prompt it out because I don't know what the model thinks it is.
>>109490970but I don't know what could be wrong... Sage is working, because when I disable it, it gens slower. I even tried a fresh comfy installation, and it didn't help. Can something outside of comfy affect it?
>>109490961rtx super resolution + starlight precise if you maximum quality
>>109490980yeah. I'm not saying never use it. just use it when it's actually better than the other options.
>>109491009yes if you prompt for penis it'll generate a mangled meat sausage, it is known
>>109491009"He takes his tube worm and inserts it into her conch shell"
>>109490981>>109491012Thanks.
>>109491011Only thing I can think of is if you're having to load the model in and out of memory constantly, maybe a lowvram flag is that slows you down is enabled. Shouldn't be happening with 64gb of ram and a 3090, although it will fill them up as much as possible
>>109490921kino
>>109491022Well, I did not prompt for a penis.
>>109491027that is insanely fucking hot
>>109491012>starlight preciseAren't these cloud only, or did people share them?
there is nothing like the reference model desuhttps://files.catbox.moe/fb9791.mp4
>>109491039yeah but you prompted for a situation where a penis would show up more often and very likely has remnants in the model's activations when prompting for a girl grinding on a guy
I didn't know. What the fuck is a --fast-disk? It seems it just stops comfy from eating all my 64gigs of RAM. Same gen speeds btw. Anything I'm missing?
do any of the h3 turbo loras work for the reference 2 video model?
the Floyd shit is so fucking unfunny jfc
Man I need to get back to image gen. I've been genning h3 videos from my library of past gens and collected official art, but I'm beginning to run out of good candidates (or rather I can't be bothered to keep searching).Yes, I'm going to start generating base images specifically for video gen. All I need is the girl.https://www.youtube.com/watch?v=6sMwvcJVKmQ
>>109491073yeah it's pretty repetitive
>>109491059looks like I2V, how did you manage to get an image as the first frame on the reference model?
>>109491059if only they also trained a turbo lora for the reference model
>>109491059can you post new gens instead of the same ones over and over again?
>>109491049with audio>>>/wsg/6209947
Starting to think it might be for the best if a real NSFW checkpoint of H3 doesn't come out. I might die of dehydration.
>>109491065>What the fuck is a --fast-disk? It seems it just stops comfy from eating all my 64gigs of RAM.it means it's using your SSD instead of your ram, don't do that
>>109491073you will get 6 more years of rehashed floyd memes and you will be unhappy
>>109491065https://github.com/Comfy-Org/ComfyUI/blob/master/comfy/cli_args.py#L181C176-L181C176>Prefer disk-backed dynamic loading and offload over unpinned RAM. Can be faster for users with fast NVME disks.
>>109491090>>109491049why are you replying to yourself?
>>109491073george droid was the last time it was funny, and even then it got run into the ground
>>109491090gaht damn those are some heavy sounding titties. thank you for this gift my brother.gonna throw her into an edit model, make her nude, and remake this.(and give her bangs)
>>109491022Also the word crotch can summon it as well.
223 seconds with spectrum at 0.3mp (fine for south park)pretty good even without timestamps kekhttps://files.catbox.moe/9ymlbr.mp4
>>109491094>>109491098Well... I guess I shouldn't rape my shitsung nvme. Thanks.
>>109491099you got me
>>109491099you also got me
>>109491079I tried this, might be revised slightly from that one thoughthe setting is the forest from <Picture 2>, both characters are sitting in the wooden cart from <Picture 2>.0 to 3s: the black man in <Picture 1> falls from the sky into the wooden cart. 4 to 10s: the blonde character in <Picture 2> says "by Talos...where did this dark skinned elf come from?" in a swedish accent. the black man in <Picture 1> says "ah sheet, where is the fent at, nordic brotha?" in a black man's accent. A dragon from above shoots fire at the cart and lights <Picture 1> on fire. <Picture 1> says "I cant breathe!"
>>109491090this is Wan or LTX tier tho, static in frame girl, not exactly pushing the capabilities of H3
>>109491126BOO HOO NIGGA nobody cares, i'm about to go into a cum coma over here.
>>109491132>animatediffinto the trash
>>109491034>maybe a lowvram flag is that slows you down is enablednope. Only using sage attention flag.
>>109491138does she have downs?
>>109491148girls with downs fuck the best. just look at greta thunberg.
>>109491132i loved that show
>>109491148if she's downs i'm downs.
Can you run h3 as a two pass, I tried it and the nodes doesn't seem made for it yet. I get so much better results at a lower mp, it's annoying. Running it through as video ref keeps all of the artifacts.>>109491132Holy shit anon, we had the same idea.
>>109491164last frame to video?
>>109491126You're not getting that kind of car motion and audio with those
>>109491164I didn't expect that. Nice.
>>109491150>greta thunbergyeh well she is an exception to the rule regarding that, plus she has the background to make good gens with.
>>109490713Anyone on a 5090 track gen time variation between gens? I can get 12 sec at 1.0 in 15 minutes, then 8 then 7, then 15 minutes again.I just did a regen using the seed of a job that was 7 minutes and I got the same speed if gen as the original
>>109491109>0.3mpthat's the most impressive part of the model imo, it's surprisignly coherent at really low resolutions
>>109491179Ref model is incredibly powerful. But still a lot of rng with words and subtitles.
so the latest comfy update breaks h3 cache, spectrum, and sol attention? why
sulphur up to 8k funding now.
>>109491191Sounds like you might be spilling into page sometimes?
>>109491141sorry, using other people WF makes me wanna vomit, same as those vibecoded h3 custom nodes, like h3 director, seems to me that some users just take advantage of the hype to push out their useless crap and inflate their egos
>>109491210I cant figure it atm. 12 sec in 7-8 minutes is great, but it randomly doubling sometimes is weird.
Alright guys, I'm testing R2V to see how well it can synchronize dance movement to an Audio track.https://n.uguu.se/DmlKPfvt.webmhttps://n.uguu.se/RHvEtqJJ.webmWhat do you think? Does the subject have a sense of rhythm?
https://github.com/duckyshell/ComfyUI-MiniMaxH3-FirstBlockCacheapparently this helps also?
>>109491242Its good. Just needs hot glue
Having fun using Minimax to animate lewds https://n.uguu.se/utKycChU.mp4
man I get used to better shit way too quicklyI'm already like >UGH when do we get a model where I can just use natural language instead of this <subject 1> and <picture 1> shit...
>>109491132I remember your old renderings, those were great. Those about that 90s show with the goth girl.
>>109490872https://files.catbox.moe/5o0fah.mp4That gave me an idea. Opening lines of the Iliad in what the clanker thinks is close to old Greek IPA.>Sing, O goddess, the destructive wrath of Achilles, son of Peleus, which brought countless woes upon the GreeksOfc i have no idea on how to judge this.
>>109491254why would you animate censored garbage
>>109491245after some reading, it works in tandem with spectrum:>Why it Complements the Spectrum NodeYou might wonder why you need this if you already have the Spectrum Node running. They actually target two completely different bottlenecks:Spectrum Node: Uses Chebyshev forecasting to skip entire sampling steps completely.FirstBlockCache Node: Speeds up the steps that you do calculate by stripping away their heaviest internal layers.When stacked together, they form a highly effective optimization tag-team.
>>109491242needs some cum
>my 3090 running at consistent 99c for days on end nowI can't be doing that in this market
>>109491260the model already is excellent at understanding, reference model has those tags cause it works differently, once you define stuff you prompt as usualalso no other model can do what the reference one can do. it essentially replaces loras, kinda.
>>109491277Show us a good gen then anon :)
>>109491260One of the many reasons flux 3 dev is going to mog minimax
>>109491226i get the same thing, i've never found a reliable solution. i think comfy mismanages system ram occasionally and either gets stuck in a loop trying to sort itself out or just says fuck it and dumps to the page file. it generally happens to me after long sessions, i can manually flush my system ram and it will act normally for awhile.
>>109491283Use msi afterburner, put a temp limit, learn how to undervolt, jesus anon, don't treat such an expensive card like shit...https://youtu.be/SIlXT32fOMk?t=76
>>109491283repaste it anon, I know it's annoying but 3090 are a pain in the ass to obtain with current prices
>>109491286you literally have the tools to uncensor and you animate a shitty censored image from some jap artist
>>109491287flux 3 dev will be a slopped cucked piece of shit, like every fluxs before
>>109491260what do you propose as the "better" natural language alternative to that that is just as good at reducing ambiguity?
>>109491254more norma. add nangong also.
>>109491277Why would I want to see uncensored cock? I'm not a faggot.
>>109491287>censorship company allowing a reference model where you can do anythingnope.
>>109491286bruh there's gozillions of fan made hentai images in rule34 or danbooru, you have plenty of choices
I'm not getting my hopes up for flux 3. I didn't have any hope for h3 and it turned out great.
Damn, almost managed to do a fat hitler.
>>109491296Why so focused on dicks bro?
>>109491306>I'm not a faggot.You most definitely are>>109491314I'm not the one who animated a pixel cock.
It's too hot to gen
>>109491295why should anon repaste that card when it was build to sustain heavy workloads? he could mess it
>>109491313Lmao
>>109491306seeing any kind of cocks makes you a faggot desu, that's why real heterosexual men only watch yuri>>>/wsg/6208025
>>109491202oh wow
>>109491323that paste might be 5 years old now
>>109491313Hitler of the Norfland
