Discussion of Free and Open Source Diffusion ModelsPrevious: >>108393213https://rentry.org/ldg-lazy-getting-started-guide>UIComfyUI: https://github.com/comfyanonymous/ComfyUISwarmUI: https://github.com/mcmonkeyprojects/SwarmUIre/Forge/Classic/Neo: https://rentry.org/ldg-lazy-getting-started-guide#reforgeclassicneoSD.Next: https://github.com/vladmandic/sdnextWan2GP: https://github.com/deepbeepmeep/Wan2GP>Checkpoints, LoRAs, Upscalers, & Workflowshttps://civitai.comhttps://civitaiarchive.com/https://openmodeldb.infohttps://openart.ai/workflows>Tuninghttps://github.com/spacepxl/demystifying-sd-finetuninghttps://github.com/ostris/ai-toolkithttps://github.com/Nerogar/OneTrainerhttps://github.com/kohya-ss/musubi-tunerhttps://github.com/tdrussell/diffusion-pipe>Zhttps://huggingface.co/Tongyi-MAI/Z-Imagehttps://huggingface.co/Tongyi-MAI/Z-Image-Turbo>Animahttps://huggingface.co/circlestone-labs/Animahttps://tagexplorer.github.io/>Qwenhttps://huggingface.co/collections/Qwen/qwen-image>Kleinhttps://huggingface.co/collections/black-forest-labs/flux2>LTX-2https://huggingface.co/Lightricks/LTX-2>Wanhttps://github.com/Wan-Video/Wan2.2>Chromahttps://huggingface.co/lodestones/Chroma1-Basehttps://rentry.org/mvu52t46>Illustrioushttps://rentry.org/comfyui_guide_1girl>MiscLocal Model Meta: https://rentry.org/localmodelsmetaShare Metadata: https://catbox.moe | https://litterbox.catbox.moe/GPU Benchmarks: https://chimolog.co/bto-gpu-stable-diffusion-specs/Img2Prompt: https://huggingface.co/spaces/fancyfeast/joy-caption-beta-oneTxt2Img Plugin: https://github.com/Acly/krita-ai-diffusionArchive: https://rentry.org/sdg-linkCollage: https://rentry.org/ldgcollage>Neighbors>>>/aco/csdg>>>/b/degen>>>/r/realistic+parody>>>/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
what's the best model for adding audio to videos? i can only find mmaudio
>mfw Resource news03/18/2026>Faster Inference of Flow-Based Generative Models via Improved Data-Noise Couplinghttps://github.com/araachie/loom-cfm>Flash-Unified: Training-Free and Task-Aware Acceleration Framework for Native Unified Modelshttps://github.com/Rirayh/FlashU>ViFeEdit: Video-Free Tuner of Your Video DiThttps://github.com/Lexie-YU/ViFeEdit>SegviGen: Repurposing 3D Generative Model for Part Segmentationhttps://fenghora.github.io/SegviGen-Page>W2T: LoRA Weights Already Know What They Can Dohttps://github.com/xiaolonghan2000/Weight2Token>V-Co: Closer Look at Visual Representation Alignment via Co-Denoisinghttps://github.com/HL-hanlin/V-Co>HeBA: Heterogeneous Bottleneck Adapters for Robust VLMshttps://github.com/Jahid12012021/VLM-HeBA>Parallel In-context Learning for LVLMshttps://github.com/yshinya6/parallel-icl>GDPO-SR: Group Direct Preference Optimization for One-Step SRhttps://github.com/Joyies/GDPO>REFORGE: Multi-modal Attacks Reveal Vulnerable Concept Unlearning in Image Generation Modelshttps://github.com/Imfatnoily/REFORGE>Mixture of Style Experts for Diverse Image Stylizationhttps://hh-lg.github.io/StyleExpert-Page>GlyphPrinter: Region-Grouped DPO for Glyph-Accurate Visual Text Renderinghttps://henghuiding.com/GlyphPrinter>PureCLIP-Depth: Prompt-Free and Decoder-Free Monocular Depth Estimation within CLIP Embedding Spacehttps://github.com/ryutaroLF/PureCLIP-Depth>Kimodo: Scaling Controllable Human Motion Generationhttps://research.nvidia.com/labs/sil/projects/kimodo>Learning through Creation: Hash-Free Framework for On-the-Fly Category Discoveryhttps://github.com/brandinzhang/LTC>Vlo: Local open-source video editor with ComfyUI-backendhttps://github.com/PxTicks/vlo>ComfyUI-LCS: Training-free color control via Latent Color Subspacehttps://github.com/facok/ComfyUI-LCS>FlashMotion: Few-Step Controllable Video Generation with Trajectory Guidancehttps://quanhaol.github.io/flashmotion-site
>mfw Research news03/18/2026>Tri-Prompting: Video Diffusion with Unified Control over Scene, Subject, and Motionhttps://zhouzhenghong-gt.github.io/Tri-Prompting-Page>Diffusion Models for Joint Audio-Video Generationhttps://arxiv.org/abs/2603.16093>When Generative Augmentation Hurts: A Benchmark Study of GAN and Diffusion Models for Bias Correction in AI Classification Systemshttps://arxiv.org/abs/2603.16134>VIGOR: VIdeo Geometry-Oriented Reward for Temporal Generative Alignmenthttps://arxiv.org/abs/2603.16271>SNCE: Geometry-Aware Supervision for Scalable Discrete Image Generationhttps://arxiv.org/abs/2603.15150>LibraGen: Playing a Balance Game in Subject-Driven Video Generationhttps://arxiv.org/abs/2603.13506>Generative Video Compression with One-Dimensional Latent Representationhttps://gvc1d.github.io>Semantic One-Dimensional Tokenizer for Image Reconstruction and Generationhttps://arxiv.org/abs/2603.16373>Unlearning for One-Step Generative Models via Unbalanced Optimal Transporthttps://arxiv.org/abs/2603.16489>Leveling3D: Leveling Up 3D Reconstruction with Feed-Forward 3D Gaussian Splatting and Geometry-Aware Generationhttps://arxiv.org/abs/2603.16211>Feed-forward Gaussian Registration for Head Avatar Creation and Editinghttps://malteprinzler.github.io/projects/match>Adaptive Moments are Surprisingly Effective for Plug-and-Play Diffusion Samplinghttps://arxiv.org/abs/2603.16797>WorldCam: Interactive Autoregressive 3D Gaming Worlds with Camera Pose as a Unifying Geometric Representationhttps://cvlab-kaist.github.io/WorldCam>Rethinking UMM Visual Generation: Masked Modeling for Efficient Image-Only Pre-traininghttps://arxiv.org/abs/2603.16139>Visual Prompt Discovery via Semantic Explorationhttps://arxiv.org/abs/2603.16250>Grounding World Simulation Models in a Real-World Metropolishttps://seoul-world-model.github.io>Interact3D: Compositional 3D Generation of Interactive Objectshttps://arxiv.org/abs/2603.16085
>mfw MORE Research news>SparkVSR: Interactive Video Super-Resolution via Sparse Keyframe Propagationhttps://arxiv.org/abs/2603.16864>LICA: Layered Image Composition Annotations for Graphic Design Researchhttps://arxiv.org/abs/2603.16098>Mostly Text, Smart Visuals: Asymmetric Text-Visual Pruning for Large Vision-Language Modelshttps://arxiv.org/abs/2603.16001>AnyCrowd: Instance-Isolated Identity-Pose Binding for Arbitrary Multi-Character Animationhttps://arxiv.org/abs/2603.15415>Persistent Story World Simulation with Continuous Character Customizationhttps://arxiv.org/abs/2603.16285>Next-Frame Decoding for Ultra-Low-Bitrate Image Compression with Video Diffusion Priorshttps://arxiv.org/abs/2603.15129>Locate-then-Sparsify: Attribution Guided Sparse Strategy for Visual Hallucination Mitigationhttps://arxiv.org/abs/2603.16284>WiT: Waypoint Diffusion Transformers via Trajectory Conflict Navigationhttps://arxiv.org/abs/2603.15132>Reevaluating the Intra-Modal Misalignment Hypothesis in CLIPhttps://arxiv.org/abs/2603.16100>AI Application Benchmarking: Power-Aware Performance Analysis for Vision and Language Modelshttps://arxiv.org/abs/2603.16164>Real-Time Human Frontal View Synthesis from a Single Imagehttps://arxiv.org/abs/2603.15433>HYDRA: Unifying Multi-modal Generation and Understanding via Representation-Harmonized Tokenizationhttps://arxiv.org/abs/2603.15228>Anatomy of a Lie: A Multi-Stage Diagnostic Framework for Tracing Hallucinations in Vision-Language Modelshttps://arxiv.org/abs/2603.15557>AI-Generated Figures in Academic Publishing: Policies, Tools, and Practical Guidelineshttps://arxiv.org/abs/2603.16159>Directional Embedding Smoothing for Robust Vision Language Modelshttps://arxiv.org/abs/2603.15259>What DINO saw: ALiBi positional encoding reduces positional bias in Vision Transformershttps://arxiv.org/abs/2603.16840
where the fuck are the 1girls you homosexual faggot?
>>108404770anon that is 2boys
has anyone tried this spectrum stuff with chroma?>>108404770MY EYES MY EYES AHH. I'll take the right one thank you
>>108404770
>>108404808dumped your image into a gemini vision model, dumped that output into gemma3, dumped that output into z-image turbo, awesome yes?
>>108404845>fp8why are you poor, vramletfag?
hell yeah, another comfyui git pull to find x2 slowdown
is there any way to install the original A1111 sd web UI left? i've been trying for decades but all i get are either outdated git repos or import errors
>>108404848it keeps OOMing with the gemma model loaded, funny because yesterday it worked fine at fp16. and yeah I am poor but I do have a card with 24gb vram. awesome yes?
>>108404855i wonder if cumfart is 100% vibecoded since august
>>108404845>>108404848theres q8 versions of turbo and base which would be better than fp8
Am I retarded or is ltx2.3 retarded?wan2.2 btfos when it comes to prompt adherence and generally being able to produce a coherent video
>>108404923check the country of origin of each model, should tell you all you need.
>>108404912thanks for reminding me.still no GGUF loader in base comfy, hillarious.
>>108404969and don't you dare to complain when an update breaks everything againnext time don't install custom nodes chuddie
>>108404939shouldn't the jewish model be better?
>>108405013not for free
>>108404735>Buy 5070ti for Vidgen>Cant do shitI been scammed. I should wait for 7070ti instead
>>108405283yep, surely the next jewidia release will let you do something
>anima shilling stops>ldg diesCurious cohencidence.
>>108404663/adt/ has been botting since November/adt/ raiders since the Christmas meltdown/adt/ shapeshifters pushing their slop 3D woman agenda with help from Jennyfag and Anime2real fag/adt/ using demotivational tactics, talking about API and SaaS tech, and uploading NAI gens with Anima filenames/adt/ made an agreement with Catjack via 2huAI cord to spam slop gens disguised as artist tag comaprison>but they are deadNo faggot, they are here. The very fact that this thread is dead is because they are fucking here living in our thread and shutting up.I told you and you didn't believe me. It was /adt/ all along, but you'd rather turn a blind eye and ignore the signs.
>>108404858you would have to go back to earlier cuda and torch wheels and it would work. just use neo forge since it's up to date
Hey, I swapped out the checkpoint, and I've been getting this issue with all my gens. The left image shows the lighting/colors for previews of each step up to 99% completion. The right is the completed image with the fried, red tint. How to prevent this? I've encountered it before, but I don't remember the fix. Is it VAE-related?
>>108405334trvke
>>108404735>>Maintain Thread Quality>https://rentry.org/debo>https://rentry.org/animanondo we really need these in the OP? they don't have anything to do with diffusion
>>108405492discord retard gay faggot drama. these threads are run by them
>>108405471how is this related to local diffusion ran
>>108405334>with help from Jennyfaglol, don't drag me into your gay-ass bullshit. You couldn't pay me to give any attention to all the fucking dorks you guys keep mentioning in these threads.
>>108405515It's either a bait or schizophrenia, either way doesn't merit a response.
>>108405515I doubt any of the hate they get is even warranted. to keep this reply on topic, what is your go-to upscale method?
>>108405577the fact that the mods haven't perma'd your ass at this point is depressing. why would they let a repeat doxxer and proxy abuser like you keep at this for so long?
>>108405334Based. wil make the sun glasses on sunglasses off meme with /adt/
>>108405600How is it doxxing when it is information you shared yourself in this very site?
nano banana mogs
>>108405637local diffusion?
30 minutes generating 480p videos with 5070ti. Normal or not ?
>>108405640TrueI forgot that only the raped retard Julien Lubimiv can post about things not related to local difussionCome on now
>>108405641show us.
>>108405758If i post it in here i get 7 day ban so no
https://litter.catbox.moe/xwxfr4.webmLTX gooners unite
>>108405471>>108405644you truly are a lost causeobsessed with some julien guy and gay rape this is local diffusion general and your bullshit has nothing to do with itplease stop derailing alreadypeople are tired of comfy's bullshit and should be allowed to discuss the bullshit updates he keeps pushing on everyone without you shitting up the thread in retaliation. just stop it please
>>108405843you need help but provide no specs on which to base a useful answer.Sadly you are like many and expect others to read your mind and know the settings use are using, hell you expect people to know what software you are using.I don't think /g/ is the right board for you, please pick up your hat and go.
>>108405870bit of a waste of the audio capabilities, that's my favourite partI've always been more drawn to ideas than visual stimuli, good audio can turn a tacit image into white hot fire
>>108405880The funniest part about this is that the raped retard is the only... i was gonna say person, but you are far too subhuman to be considered oneAnyway, what i was trying to say is that apart from you, there are no anons whose livelihood depends on /ldg/ existing
>>108406032You're not the boss of /g/ you little sad act
>>108406032Followed this guide https://rentry.org/wan22ldgguide32gb ram 16gb 5070ti30 minutes for 5 secs (81 frames) vids
>>108405334Proof???
>A little to late to damage control, mr /adt/ whiteknight
>>108405870>46 minutes ago>404 not foundfor what purpose?
>>108406089We get it Julien you were raped by /adt/ too
>>108405515based jenner
mods=gods
>>108406125https://litter.catbox.moe/p3fqpn.webm
>these are all score_9 and score_8 imagesFriendly reminder that the "people" who defend pony score slop should be euthanized.
>>108406271full agree
>>108406332Bravo. Well done.
>>108406311wow dude fantastic gen!!!! i really love the uncanny pornslop mix!
>>108406226Lol
>the leftmost image is better (score_5) than any other image hereWow, you don't say!Now, I knew that it was garbage, but never realized how truly awful it is until I tested it myself now. It seems like the brony just taught bunch of weird statistic noise to the model. It hates anything realistic, loves the slop look, loves the slop look to the death no matter how deformed it is. Fuck I hope someone finally manages to convince anima dev to ditch this garbage to salvage the model. (Low-key considering bumping the relevant threads about it there myself)Oh, and this is the "improved" V7 version btw, apparently what he put inside the original pony 6 was even worse kek.
Why is Julien Lubimiv such a worthless raped retard?
>>108406498I am not the failed, raped dev shilling his UI.I want anima to succeed, that's why I want them to ditch this garbage.
>>108406352i don't get the clowning of calling my stuff pornslop mix. The model is very good at blending anime into semi 3dcg + hyper realism better than the newer sota models.
>>108406526bro im just appreciating ytour gens theyre fantastic i lvoe the 3dcgi look it';s so unique and cool and i think u rly bring valure tyo this threead eespecially wehen u start dumping your api gens too in the LOCAL thread bro really good stuff, keep at it
getting back to reinstall WAN using the 2.2 rentry guideany clue why this is happening? haven't had it before
>>108406524Don't worry, I didn't mistake you for trani, I'd have linked your posts otherwise.It's just that sometimes you have to make the worthless remember where they belong
>>108406567Now THIS is a certified rape victim postOnly a subhuman as completely violated as Julien Lubimiv could write this shit
he's fizzling
>>108406567you can do this yourself right now. Not really difficult anon.
>>108406610oh yeah bro hit me with the pornmaster mixslop gensss
>>108406567>>108406610Tranixisters......
>>108406626Lmao this raped retard is drunk as fuckWhat's wrong lil troon? Got rejected again?
>>108406244>1 hour ago>404 not found? ? ?
>>108406526Don’t pay him any attention. This pathetic /adt/ schizo is doing the same thing in /edg/ >>>/e/3062555 >>>/e/3062556He’s so desperate to drag people back to his dead general,it’s sad and disgusting.
why are newer non sdxl models are just absolute terrible at doing basic hires fix?
>>108406665>Don’t pay him any attention.Follow your own advice.
>>108406665>This pathetic /adt/ schizoYou don't get to call yourself that anymore, JulienThey rejected your dogshit, after all
>>108406635>>108406589you are so invested in your schizo drama you can't even look how damaging to ldg your posts areani hasn't posted here for months and yet you keep chasing him like a rabid dogyou're a fucking animal raneven your slop gens are unwelcome here
>>108406700Sure, whatever you sayCan't wait to pretend to be surprised when you mysteriously stop posting after Julien's inevitable suicide
>>108406696ani's having time of his life in japan striking deals and making connections while you sit in front of your crusty laptop coomed out of your mind and shitposting for months retard, never left your ghetto never employed ranfaggotinstead of giving advice to ldg and posting nice gens you keep obsessing over ani like a broken faggot
>>108403929Thank you, Promptmaster. I really appreciate it.
>>108406668*vomits*
>>108406492don't think anything is going to convince him, there have been multiple discussions on huggingface page about how cancer score tags are, he kinda just dismisses the concern.
>>108406732>ani's having time of his life in japan striking deals and making connectionsSeeing as you keep coming here to seethe and you haven't gloated about getting any funding, I really doubt thatWho'd ever want to connect and/or deal with a raped retard, anyway?
>>108406801>he kinda just dismisses the concernHe has said multiple times that the score tags are trained with a lot of tag dropout and therefore are optional. From using the model, indeed I can just not ever use the score tags and everything works fine. There is no apparent pony slop in my gens. What exactly is the problem? Just don't use them lol.
>>108406857hes just concern trolling to fud anima as usual bruh
/adt/ gaslighting squad is working overtime today, huh?
>>10840686935 stars status?
>>108406869You sure are, you raped retard
>>108406857score_9 in negs / score_9 in poshttps://files.catbox.moe/i2iqct.jpg>>108406862shut the fuck up and keep chatting about your discord drama, faggie
>>108406888Julien Lubimiv (failed dev of Tranussytudoo) keeps pissing and shitting xirself
>>108406869Proof?
>>108406888>score_9 in negs / score_9 in posExplain what you think this proves. If score_9 has a strong effect in the positive prompt, it makes sense it would also have some strong effect in the negative prompt.
>>108406888>score_9 in negs / score_9 in pos>>>/h/8847467Which is it bro?
Hi anons.I don't know much, what should I use to generate low poly (N64 / PSX style) images?For SFW, can I use something like mammouth.ai?If I go local, what do I need? (I can set up a linux machine just for that if needed, may have a low end GPU tho)
>open thread>julien still shits herself violentlyBasedThe power of the blessed thread of frenship (even if n*gbo is here, we will fix that soon)
i love love evil women.
>>108406948shitting itself*Your post implies Julien should bd considered a human being when that is obviously not the case
>>108406948you are mentally ill
>>108406926this scoring system heavily biases slop shit, and getting rid of ai slop look with it also comes a real downgrade. if you neg it, you remove the slop look, but in 80% of gens you get mangled anatomy, real ugly monster faces. (not to mention cfg acts like shit and still leaks score_9 most times). it's like hiding the good anatomy tag inside masterpiece tag.
>>108406967Stop talking to your own reflection, Tranilien
>>108406948Hey now we talked about thatHer name is Methani and it's very mean to deadname her, she has feelings after all (i think)
>>108406948>>108407000Local Diffusion?
>>108406953Fantastic gen!!!!!!!!!!!!!!!!!
>>108407029Yes, accelerating Julien's suicide would indeed be of great benefit to the entire local difussion scene
we bak
>methani
>>108407047that's the baker, ran, right? I hope she kills herself soon too. completely ruins every thread she spergs out in. really ugly gens too
>>108407225>>108406880
>>108407250catjak doesn't code so he has 0 stars. are you confused?
>>108407225No, I was talking about you>>108407262Are you such a worthless raped retard that you can't distinguish when someone is refering to you?Who am I kidding? Of course you are
Why did /adt/ take the site down? Had to go a whole hour without my thread celeb gossip.
>>108407112
SpergMaster9000>>108406946visit civitai and do a search for N64/PSX stuff (lora). what you can ultimately use just depends on your vram situation. (you got an nvidia card, right?) if you want to go local, you obviously need a program. one of the forge forks or comfyui and then the model / checkpoint, really not that much to it.https://github.com/Haoming02/sd-webui-forge-classic/tree/neo (I hope that's the right one)https://github.com/Comfy-Org/ComfyUI>>108406973you also negate the good elements of the slop if you neg it, like the colors, lighting, composition and w/e. I'd rather not use that shit at all.
>>108407285I'm anon, nice to meet you schizo
Maybe I'm retarded, but does ComfyUI not have a progress indicator for downloads? I don't see anything in the Logs or Terminal consoles. It's clearly downloading stuff for workflows, as it got a couple of the smaller files, but there's an 11GB one that I am just kinda sitting around wondering how it's going.
>>>/h/8847671/g/ sisters, our response?
(score_9, absurdres, highres, maxiumumres, gigares, masterpiece, best quality, high quality, highest quality, absurdquality, ultra detailed, optimus prime quality, 64k, 128k:2), the anus
>>108407498I don't think about them at all.
>>108407308what model and how did you do that?
>>108407517omg its migu
>>108407498People who monitor every single general just to stir up board drama has to be the most pathetic people alive. Imagine wasting your life doing something like that instead of getting a job.
>>108407498This is all the work of /adt/’s schizos. If /ldg/ is no longer relevant, it’s thanks to these people who worked day and night to ruin our general.
>>108407603I stir shit all the time but from the office or home office because i'm bored and blocked by retardsSo basically i get paid to shitpost :)
>>108407583ENTER WORDS IN FIELD PRESS BUTTON WAIT EAT BANANA SCRATCH BALLS voila!
>>108407620zasedexcept I exclusively wfh as a contractor and delegate all my work to my ultrasloppy local LLM (god bless qwen) and I declare 2 weeks for features I get done in a single day.
The defensive replies are funny
>even the schizo shitposters are more successful than methaniBased
>>108407716literally rent-freeget your head checked please
>>108406857If that was the case why does adding score_9 and score_8 to negatives improve realism? Why do realistic, photrealistic tags often fail to work properly without the score tags in negatives?The answer is that AI doesn't learn concepts separately, the tags are "entangled" so to speak, and this gibberish garbage being in the training loop is fucking up the model. Dropout only lessens the impact, not cure it.Lack of tags isn't the only difference, but the quality gap between pony v6 and illustrious/noob also speaks for itself.
>>108407722Nta but i literally just wait for trani to announce having some investorsOh boi will they receive some truth nukes about the pedo :)
>>108407733literally no one cares about your schizo conjecture
>>108407612who started adg? I remember it just kinda popped up one day.
>>108407757The important part is that it started, the first handful of threads, were just reposts from here kek.
>>108407757Ani created it out of spite and then some pedos continued it until now
>>108407741Here is a pro tip "anon":Having the decryption keys of your encrypted container on the same machine while not even monitoring for suspicious network traffic is a VERY bad idea (in minecraft) :)
Do you remember him? I do, it’s his fault we lost our anime posters. In the archives, you can see him switch to a Spider Man avatar and start botting us.https://desuarchive.org/g/thread/107074285/#107076064Maybe you want to refresh your memory on how this evolved to today. I recommend following it through the /adt/ posts, where you can see how this person actively protected that general.IP ban me, i don't care, this general is lost thanks to that anime general, i don't have nothing to lose.
>it was totally not trani guise you need to believe me (anon)
>>108407620you are just like an indian, shitting up the threads you yourself use
>>108407757A samefag, who else. It consisted entirely of gens stolen from other threads, I know for I suffered from the thievery meself.
>>108407866>we lost our anime postersyou wish kek
>>108408153I literally just set up comfyui for the first time, so I don't know anything about all this drama, but I got this stuff set up pretty much exclusively to make anime junk. Anime website.
>making lora for realistic check point>need to use mostly non realistic data while i build up the realistic data>tag my few quality real images with "realistic">turns out the realistic checkpoint naturally blowsout the image if you prompt for "realistic">get way better results after captioning with random token instead of "realistic"
>>108408306>>need to use mostly non realistic data while i build up the realistic dataWhy?Also, duh. "Realistic" =/= "appears as if reality".
>>108408231Based and frenship pilled
>>108408320im making photoreal fantasy races>"Realistic" =/= "appears as if reality"i dont agree with that definition. so what should i be using instead? i think people tagging 2.5d slop with "realistic" is why so many models are fucked
>>108408505>so what should i be using instead?photo of, photograph etc...
>>108408604This. What captures the actual reality as it is? A photo. Not a "realistic photo".
is that spectrum thing any good for wan 2.2 with turbo loras? i hear it only makes a difference in high step counts
>>108408505What the other anon said. Also bear in mind if you're attempting to train on a mix it'll be fucked up regardless.
>>108408604>>108408607okay i guess i see what you are saying. a realistic painting wouldnt be the same as an actual photograph. >>108408616i plan to use an sdxl mix, so i should train the lora on base sdxl?
>>108408604>>108408505Also try to differrentiate between amateur/pro or cosplay photo or any shit like this.
>>108408639depends on which mix desu
>>108408639>training loras on SDXL in 2026Come on, anon, stop trolling, that's against the rules.
>>108408231she mid af brah
>>108408696yeah there is a huge difference when trained on the mix i am using vs sdxl>>108408724its the best at realism
>>108408936current thing hobbyists throw everything in the trash the second a new model is released, then 3 days later they start asking when the next model will be released.sdxl has many faults but it is still a fantastic model if you are willing to work around its shortcomings. imo it's worth it for how easy it is to train, and how well it learns new concepts.
>>108409026The only redeeming quality of SDXL in the current year is its NSFW performance.
>>108408936Lol
>>108409026this is strange syndrome that literally only ldg is prone to. only new thing good
>muh sdxl shitmixeslmao'd
>>108409039the only redeeming quality of VHS and DVD was the NSFW performance. pornography rules the internet and models that are locked down or too hard to train will die shortly after they are released.
Is there a local model that I can feed a manga image to and have it remove all the text and transcribe it through ocr??
>>108409123You are better running a separate ocr model
>look guys my image is realistic>looks like a photo taken in the 2000s>girl is uglywao
>>108409098>muh generic zit 1girl with a fucked up handlmao'd
>"realistic" (2.5d slop style) 1girl>sterile ZiT 1girl Which way, jeetman?
>>108409250turn 360 degrees and shit
>>108409250i've made my choice
>>108409264imagine calling this realisticfucking retard
which model is good for making first person view videos and walking around? i have a 12gb card so i don't think if ltx2.3 would work
>>108409267In the artistic sense it is because art fags call "emulates but doesn't exactly mimic reality" realistic. Hence that anon not agreeing with the definition >>108408505 Seems like lots of people who aren't artist don't understand "realistic" does not mean the same as real photograph.
I made my choice
>>108409250I don't understand how some aren't tired of the ZiT look. Are they just unable to see it?
>>108409300my biggest issue with zit is how overfit the eyes are, every single asian has the exact same puffy lower eyelid.
>>108409294yeah bro it looks like shit sorry, you can spew your word salad at other midwits with shit taste like u
>>108409319Keep calling real photographs "realistic" then I guess
>>108409338ok bro keep calling completely plastic shit 'realistic'
For some reason this general can't come to terms with the fact that every model is going to have a certain look to it that makes it really obvious that they're from that specific model. I've yet to see a model that manages to be 100% varied in its looks.
>>108409342Yes because calling them photographs or anything else would be incorrect
>>108409344>I've yet to see a model that manages to be 100% varied in its looks.true but desu there are some that have more variation than others so its weird to anon choose models that are less varied
>>108409344Biggest cope post I've ever seen lmao. Learn how to use non distill locked models kek.
Is your NAG working?
>>108409696yeah my wife wont shut up
>>108409405kek lol epic
>>108409887>sterile ZiT 1girl
>>108382604>>108382604>>108382604>>108382604need moar pls and ty
>>108404906the resident kike
I've been away for a while. What's the current local meta?
>that overnight spergoutSure was peaceful for a day or two there.>>108409973Z-Image Turbo or Flux 2 Klein for realism. (The KV version of Klein 9B is faster, if your machine can fit 9B.)Klein for editing.Anima preview is showing promise for anime-style.
>>108410026Thanks. I was running base Flux 2, and SDXL on my 4090 before I took a break. I'll check out the new stuff.
>>108410026huh? he never stops. it's been years of this retarded ani obsession
>>108410091Ani stopped FUDding his usual targets for a day and it was nice and quiet.
>>108409973wan2.2 still the goat for video imo
>>108410163are there any good video extension models? it seems like people only recently figured out how to extend without obvious seams but wan is older so idk if it can do that
>>108410133isn't it catjak? ani hasn't posted in months
>>108410180for longer videos locally, i think your best bet would be LTX2.3 but the videos look worse than wan imo, and in i2v it loses facial consistency hard
>>108410358higher context windows still make it bad at remembering faces?
>>108410382LTX doesn't use context windows (i think), I was able to do 20 second 25fps videos out of the box with it
>>108410283Mister totally-not-Ani always says that. There's always a nonzero chance he's a falseflagger, but it barely matters since Ani's a duplicitous POS outside of 4chan too.
>>108410507What do you mean?
>>108410423then how would it know what the previous frames are when extending the video?
>>108410595i mean i just increased the frame count to ~450-485 and it worked finei'm not sure if there even are nodes or loras for extending ltx vids
>>108410664how much memory do i need, and how long does each generation take?
/ldg/ patiently taught me how to gen my first anime 1girls, so I have absolute loyalty to /ldg/ and want the best for this general.
>>108410689tested just now and i made a 16 second 480x720 vid in 460 seconds, with 3090 and 64GB ram
>>108410538>lies about a hot new model out of jealousy>lies about teaming up with devs more competent than himself>wonders why people hate him
>>108410864based
>>108410899ah too heavy for me
what happened to this general? where did all of you discord trannies come from?
Friendly reminder of ani being exposed of massive samefagging when 4chan was down
>>108406165>tfw
>>108406570put some data in the meta tensor
Can someone make her human?
It has been a wile since I tried image generation. I'll be blunt, if I want to modify existing images (faceswap, remove clothes, etc) is it the same process as image generation? what about short video creation? I feel my search results are censored, that's why I'm asking
>>108411082lurk moar
If you're in the clothing industry and working in mannequin sales, this can work:https://huggingface.co/drbaph/Qwen-Image-Edit-Mannequin-Clipper-LoRA
>>108411082with wan2.2 you can just prompt which clothes to take off
local is a raped corpse
>>108410965discord
>>108411200what happened to wan 2.3, 2.4, 2.5, and 2.6?
>>108411210They will come after WanXP and WanVista
>>108411200https://github.com/WaveSpeedAI/wavespeed-desktop>classic auto styled layout in addition to node based comfy-like >runs local models >shouts out z image specifically >android app to boot Why doesn't anon use it?
>>108411222Why would they release something older? Next will overflow to Negative Wan 2.7
>>108411200Neat. Guess I'll go top up on ComfyCredits while I wait for it to become available.
>>108411229>based comfyindubitably
>>108411200but who the fuck uses wan api? you can use better models for the same price...
>108411200If you want to do a number of things, there are a number of limitations.But, if you aren't an izzatfag, you will be a local appreciator.listen here:https://files.catbox.moe/ijor3v.mp3
>>108411229no free lunch, pretty much.
>>108411200local videogen is saved
>>108406660litterbox links are only temporary, get it while you canhttps://litter.catbox.moe/njxkxp.webm
>>108411066
>>108411944aw hell naw who invited this kid
>>108411944>teasing her
LTX2.3 is not up to scratch.Still outclassed by wan2.2, especially for lewd. For sound I'd rather just add it myself with IndexTTS2 and OpenNSFW.Will we ever get another open source wan drop again?
>>108411944damn how the fuck do you do this? what is the best way to get sex squishes in a videogen?
>>108411945she must be very smart
>>108411955>Will we ever get another open source wan drop again?no they realized it was a mistake to release something too good
is it a bad idea to upgrade to cu130 from cu128?Ever since I did my wan gens have gotten about 2-3 minutes slower
>>108412054something must've gone wrong then, roll back anon
>>108412075>crystalClearXLI haven't heard that name in a long time.
>>108412075Actually one other change I did; i decided to start using just one installation of comfyui portable for video and images, instead of having a separate installation like before.Is it still generally better to have an instance dedicated to video only? I wouldn't have thought it makes too much of a difference.
>>108412087early sdxl finetunes are cool for creative stuff & was trying out epsilon scaling>>108412103I'd keep one comfy install just for video, locked in version. never change a winning team, don't pull, etc. you may wanna move away from portable too, look into running comfy with a venv, suprisingly easy actually. https://www.youtube.com/watch?v=Ms2gz6Cl6qono longer 100% up to date but things change fast, just need to find the right versions
>>108411945disgusting klein slop
app mode actually looks pretty nice, but why there aren't live previews inside the app?
>>108412246looks clean I guess. a live preview would just confuse (customer). can you customize the interface and change stuff like text1 and value to what they actually refer to?
>>108412278yes you can. I think it still needs a bit of time in the oven, but it's pretty much serviceable
>>108412278you can select every separate element of node as input (these prompt boxes are textbox1 from res4lyf), which is pretty nicd. but unless they do a live preview i can't see myself use app mode. watching the image come to live is too much fun for me.
>>108412246since that topic came up yesterday, what happens when you remove score_9 from the neg?
>>108412246i gave up on app mode and did my own in qt
>>108412246What do you mean? I get a preview in the big view as it's generating. At least, I think I did, it was a few days since I last used it.
>>108412419Also, the reason I stopped using it was because it forgot which input fields I added to the UI. Not sure if it was because I kept node-view as the default, but when switching to app view, all my customized inputs for that workflow were gone.
>>108412339based but>qtyikey
>>108412339just saw thishttps://github.com/Mooshieblob1/MooshieUI
>>108412419strange, for it's just a blank square with scanning line>>108412430also it's very fucking buggy and does not save the app half the time. very raw overall
>>108412419I did a quick recheck and confirmed I get a big preview as it generates.>>108412472I get the blank-square scanning animation while it's busy on the first step, but once there's something to show, it does show the preview.
>>108406857>score tags are trained with a lot of tag dropout and therefore are optionalWhy would he do this? It doesn't work like that. Better train with two separate captions per image if he insists using garbage pony tags.
yer ma
>>108407436Thanks for the infos.I tried to install comfy in a container, but no luck. I will try again this week end.I have a 2060, but will buy probably a 4070 or 5070 depending on VRAM and price with my next pay.I should aim for 12/16Gb VRAM, correct?
>>108412339if it's pyqt, you fucked up
>>108412519>>108406888the results speak for themselves. this guy is basically piny dev 2.0 that just caught lightning in a bottle. his dataset is ass
Seems like Anima will reach illustrious level of polish way before Z booru models actually get made
>1day 3 hoursSo dead~
>>108412941What would you like to talk about? Alibaba being hews despite seedance being better in every way over proprietary wan? TdRussel being the new pony dev? Comfy completely fucking dynamic vram and the frontend again? What else is there to talk about? It's been corpo incompetence and greed over and over for two months now with no sign of anything getting any better.
>>108412969Not him, but if it were up to Jewlien Lubedminx, this entire general would be dedicated solely towards worshipping xir nonfunctioning, mangled micropenis
>>108413038isn't that what catjak would want so xe can spam xer obsession over him?
>>108411944>5 hour ago>404 not found? ? ?
>ZIT only gives a one in five chance of genning this pose when describing itIs there a name (Japanese, animu or otherwise) for this pose?>>108409914Really like that one, huh? I didn't think there'd be much of a reaction to Jenny enjoying a post-workout lunch.
>>108413054Pipe down, raped retardThere's no one to blame for your subhuman repugnancy but you, so don't take it out on the general
>>108413200I'm not ranfag
>>108404735Newfag here.Is it possible to use LTX 2 and 2.3 for RTX 5070ti GPU ?
>>108413229how much system ram
>>10841323732
>>108413244How much github stars?
>>108413229>>108413244Yes. But not wan.
>>108413312Wan is too outdated anyway
>>108413317Older, not outdated.
>>108413067based jenny genner you already know everyone here loves all your jennies
https://litter.catbox.moe/dxsvw0.mp4
>>108413394> everyone hereI don't.
>>108413067>>108413422just kidding yes I do
>>108413485I dont
>>108413067I think it was more of the setting, all sweaty and shit, she looks like she just won a game in her sport of choice. good breeding stock
>qwen image 2.0?
>>108413685I guess the question now becomes, what is her sport of choice? she strikes me as a tennis player, but volleyball could work too
>>108412907>He thinks Alibaba will open source more models>Let alone a booru tuneThat's why you are a fool.
>>108413687L O L
>>108409098it's 2026 and hands are still too hard? grim
muh big tower
A toast... to local diffusion.
>>108413929>>108413932cool
Wait, SSD is REQUIRED for this shit ?
>>108414026yes, if it detects you are poor (HDD) the ai dislikes it and doesnt work
>>108414009name my band
Fresh >>108414104>>108414104>>108414104Fresh
>>108414026No.
>>108413704Roller Derby obviously!
>>108414026No but if you’re loading models off an had you’re gonna have a bad time.
>>108414166*hdd
