Discussion and Development of Local Image and Video ModelsPrevious: >>108639162https://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/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
>>108645380he makes new threadsnot that bad
thank you comfy for providing us with this amazing software free of charge
>>108645380>after being found outwhat happened? i havent been binge watching these threads lately
Blessed thread of frenship
>>108645413he shits in threads. very unheigenic
what happened to him?
>>108645453>he shits in threads.yeah, Anifart is definitely a nuisance
>>108645478who gives a fuck? he's not useful at all in this modern age of AI
>>108645344Thank you for baking this thread, anon >>108645432Thank you for blessing this thread, anon
>>108645478crypto scammer since he left sai
>>108645488> fake screen> jan
>civitai is now two domains of censored or removed lorasJesus Christ someone kill this garbage.
>>108645600muh payment processors :(
>>108645507he made this modern age of ai
>mfw Resource news04/20/2026>Elucidating the SNR-t Bias of Diffusion Probabilistic Modelshttps://github.com/AMAP-ML/DCW>(1D) Ordered Tokens Enable Efficient Test-Time Searchhttps://soto.epfl.ch>Frequency-Aware Flow Matching for High-Quality Image Generationhttps://github.com/OliverRensu/FreqFlow>From Zero to Detail: A Progressive Spectral Decoupling Paradigm for UHD Image Restoration with New Benchmarkhttps://github.com/NJU-PCALab/ERR>China’s Alibaba launches 10,000-card computing clusterhttps://www.scmp.com/tech/article/3349335/ai-race-us-intensifies-chinas-alibaba-launches-10000-card-computing-cluster>Modly: Local, open source, AI-powered image-to-3D mesh generationhttps://github.com/lightningpixel/modly>DCW: Elucidating the SNR-t Bias of Diffusion Probabilistic Modelshttps://github.com/AMAP-ML/DCW04/19/2026>ZPix: Local AI image generator and editor powered by open image models. https://github.com/SamuelTallet/ZPix>Comfy Canvas: Local inline layer based image editorhttps://github.com/Zlata-Salyukova/Comfy-Canvas04/18/2026>Rose: Range-Of-Slice Equilibration PyTorch optimizerhttps://github.com/MatthewK78/Rose04/17/2026>ControlFoley: Unified and Controllable Video-to-Audio Generation with Cross-Modal Conflict Handlinghttps://yjx-research.github.io/ControlFoley>TokenGS: Decoupling 3D Gaussian Prediction from Pixels with Learnable Tokenshttps://research.nvidia.com/labs/toronto-ai/tokengs>MM-WebAgent: A Hierarchical Multimodal Web Agent for Webpage Generationhttps://aka.ms/mm-webagent>Qwen2D-VAEhttps://huggingface.co/Anzhc/Qwen2D-VAE>ComfyUI HY-World 2.0 — WorldMirror 3Dhttps://github.com/AHEKOT/ComfyUI_HYWorld2>Anima Style Explorer: A free web tool for ComfyUI styleshttps://anima.mooshieblob.com>Stanford AI Index Report 2026https://hai.stanford.edu/assets/files/ai_index_report_2026.pdf
>mfw Research news04/20/2026>Towards In-Context Tone Style Transfer with A Large-Scale Triplet Datasethttps://arxiv.org/abs/2604.16114>Beyond Text Prompts: Precise Concept Erasure through Text-Image Collaborationhttps://arxiv.org/abs/2604.15829>Motion-Adapter: A Diffusion Model Adapter for Text-to-Motion Generation of Compound Actionshttps://arxiv.org/abs/2604.16135>TwoHamsters: Benchmarking Multi-Concept Compositional Unsafety in Text-to-Image Modelshttps://arxiv.org/abs/2604.15967>Repurposing 3D Generative Model for Autoregressive Layout Generationhttps://fenghora.github.io/LaviGen-Page>The Amazing Stability of Flow Matchinghttps://arxiv.org/abs/2604.16079>DINOv3 Beats Specialized Detectors: A Simple Foundation Model Baseline for Image Forensicshttps://arxiv.org/abs/2604.16083>Sketch and Text Synergy: Fusing Structural Contours and Descriptive Attributes for Fine-Grained Image Retrievalhttps://arxiv.org/abs/2604.15735>AHS: Adaptive Head Synthesis via Synthetic Data Augmentationshttps://keh0t0.github.io/AHS>VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effectshttps://arxiv.org/abs/2604.16272>Adapting in the Dark: Efficient and Stable Test-Time Adaptation for Black-Box Modelshttps://arxiv.org/abs/2604.15609>From Competition to Coopetition: Coopetitive Training-Free Image Editing Based on Text Guidancehttps://arxiv.org/abs/2604.15948>UniEditBench: A Unified and Cost-Effective Benchmark for Image and Video Editing via Distilled MLLMshttps://arxiv.org/abs/2604.15871>Efficient Video Diffusion Models: Advancements and Challengeshttps://arxiv.org/abs/2604.15911>Making Image Editing Easier via Adaptive Task Reformulation with Agentic Executionshttps://arxiv.org/abs/2604.15917>Noise Aggregation Analysis Driven by Small-Noise Injection: Efficient Membership Inference for Diffusion Modelshttps://arxiv.org/abs/2510.21783
ok now it's unblessed again
>>108645488i like how julien tries to shit on nigboinfighting lolcows are always fun
is a lora dataset treated exactly like a prompt? e.g. would you need to backslash escape like \(final fantasy\)?
>>108645947backlash escape my dick
>>108645600On the bright side, 99.9% of what's there are shitty fried jeet loras, so not much of worth is being lost.>>108645947Yes.
>>108645995>Yes.No lmao. Unless you're using some fucked up trainer that has prompt weighting turned on by default (why would you even weight prompts at training time?). Every trainer I know of just processes your captions as is, so you don't escape anything.
Any decent controlnet or inpainting tutorials (for dummies)?
>>108646105>plastic slopyou didn't need to tell us it's local we would have known lol
>>108646105Deformed goonery? Api is better than that, yes.
>>108646105>3dcgi style*vomits*
>>108646105is this real?
>install new custom node for great audio>brick install
>>108646118well he threw down the gauntlet. post one of your api gens that is better than that.
dont bother trying to ragebait us api chadswe dont post our gens often because we dont want to hurt your feelings
>>108646229better than what? I don't see anything
>>108646207How I feel you, chinlet baby.
>>108646299i don't think a low res face swap is going to ruffle any feathers.
>>108646398maybe so, but we can turn it up a notch, no biggie
just train a lora retard
Are we still waiting for nunchaku updates?
given a 3d model, you should be able to create the perfect character lora, right? I wish there was a tool that automatically does this instead of manually taking screenshots from multiple angles and poses.
>>108646476why train a lora when you can toss a bunch of reference into latent space?
>>108646491>I wish there was a tool that automatically does this instead of manually taking screenshots from multiple angles and poses."Hey chatgpt can you create a python script to take N renders of this character on *insert 3d software*"
>>108646515i would just render a t pose doing a 360 and then dump it into comfy to convert it to images and caption it.probably overkill unless you had a ridiculously complicated model.
>>108646515You'd need a way to have the model do atleast 10 or so poses for variety. I don't think any AI model can dynamically create poses from a rig yet.
>>108646507>why train a lora when you can toss a bunch of reference into latent space?that sounds like it should work but it doesnt
>>108646551isn't that how image edit models work?
>>108646547also close-up shots for fine details or else you'll get slopped accessories
is this Qwen-image-edit workflow I'm using still up2date?including that 8 steps lightnting lora?(what does it even do? is it making the gens faster but resulting in lower quality?)
>>108646599no one knows how image edit models work, its a black box
>>108646686Bad dataset
>>108646740What?
>>108646854increase your browser text size, BAD DATASET
holy shit why is ldg suddenly so fucking dead?
>>108647159Ani is probably busy for once and other than than schizo posting, ldg has been pretty dead for months. Nothing exciting has been released since zit.
calm down anonies its not that deep
>>108647159there's nothing to talk about
>>108647203It's funny to see posts like "ZOMG Y THREAD DEADZ????" as if it's the first time LDG hasn't burned through a thread in less than 4 hours
>>108647193>ZiB >anima >"nothing exciting" You will reply to this with cope and or seethe
has anyone got a good qwen2512 img2img workflow? Seems simple but I can't get it working
>>108647304is the default comfyui example broken?
>>108647309am I missing something but it doesn't seem to exist for simple img2img, only text2img or controlnet
>>108647193LMAO my dude, LMAO.you always crack me up.
>>108647315you're a retard,qwen edit 2511 is for i2i (edit mode)or if you meant class i2i with denoise shenaningans then just dilate bro
>>108647345i dont get it
>>108647348i want to do img2img with normal loras
>>108647159I’m recruiting anons from anime general to post here, /edg/, /hgg/, etc. What are (You) doing for /ldg/, anonnies?
One day you will appreciate the slow times.
>>108647159Local is a graveyard atm.
>>108646434based
>>108647387Just vae encode your image to latent and use low denoise. There's a good pose controlNet for 2512 too.
>>108647572Proof?
>>108646299This moment you realize Api fag have no idea what they're talking about...
>>108646434Kek... Sam's cum bucket fap on swim wear catalog...
>>108647749no u
>>108645728>>108645736who rattled nigbo's cage again?
>>108647749Even if they knew about Malcom's HF, they're unable to use it so... Let them be.
>>108646299top hinge needs a minor fix xd
>>108647762>Kek... Sam's cum bucket fap on swim wear catalog...its a blue board
>>108647834her hinge needs a minor fix, look at her legs.
>>108647897Bruh what are your settings even for Z Turdbo that is some heavy artifacting
>>108647854API cuck don't even knows how to catbox?
https://www.reddit.com/r/StableDiffusion/comments/1squ6in/open_source_crt_animation_lora_for_ltx_23/this is coolhttps://litter.catbox.moe/70a5t3y01avkj291.mp4
>>108648103>dataset is only 20 clipsyup, thats a hard pass from me.
>>108648139kek I thought it was an actual screenshot from a porno video and then I saw the NBP logo on bottom left
cascadeur, my beloved...
>>108648139Anon you really fap to this? Just buy a magazine or watch TV at this point xD
>>108647159>holy shit why is ldg suddenly so fucking dead?Most people left when they realized the petr* schizo is samefagging with bots. It's just non-stop FUD aimed at contributors. Do you want to read FUD all day? Most people don't, so this general died. You should leave too.
>>108648229>You should leave too.apply your own advice
why is anima genning so slow? am I doing something wrong i'm just not trying it today
>>108648031localfags can't browse nsfw boards?lmao
API anon is such a plague, can anyone teach him how to use cumfart? I think he has no idea what we are able to gen...
>>108648228i gave up fapping a long time agoif i fap then i stop genning, and i dont want to stop genning
>>108648252lmaoo this is insanely good
*yawn*
>>108648244We can... Andd we've never seen any Gemini logo there.
>>108645344can zit ai generate celebrities
>>108648327then you're not paying attention>>108648367yes, see >>108647897
>>108648367>can zit ai generate celebritiesit can do some
seems like cloudcuck still prefers to post here instead of his own general. what causes this?
Has anyone done mask training with OneTrainer? Right now i have masked out faces with a black mask, with everything else i want to train in white. What should these settings be for that case? (i can easily invert the masks if i have it the wrong way around)
>>108648392the only cuck here is you, we're all posting gens while you just sit in the corner and watch
>>108647911not that anon but how do i lower the artifacting in zit
>>108648423whatever helps you sleep at night little buddy
https://civitai.red/models/2560840/anima-turbo-loraOfficial Anima turbo lora. With this, the model is now 2x faster than SDXL. Has minimal style shift so you can use it with other checkpoints.
>>108648423lmao you destroyed that freak
>>108648433dont worry about me, i'll be sleeping like an angel tonight knowing i put these localdorks in their place
>>108648449https://civitai.com/models/2466415/cosmos-predict25-2b-base-distilled-extracted-dmd2-loraThis one works in 4 steps, even on Anima Preview 3, it's some sort of back magic. I will give the new one a try however, looks promising.
>>108648449>>108648500yeah but you don't have cfg anymore, can't they just turbo'ed their models while keeping the cfg?
>>108648500That one destroys details to the point of being unusable. It's a miracle it works at all. I think the official turbo lora is much better than any other one I've tested. The latest RDBT 0.25 is pretty good also, but that one is a full checkpoint and has a strong style bias.
>>108648449POSTINANIMEGENERALS YOU FUCKING FAGGOOT
>>108648544uh oh, meltyy
>>108648449Dude, what did the anime generals on 4chan do to you that you never post your news there?
Reading api cuck post... He's literally schizo praising his own post and answer. Take your meds anon and leave local, no one cares about api here.
>>108648449based KING DRUSSEL
>>108648449KYS
>>108648449>>108648573Us in the know call him TouchDownRuss.
>>108648544>>108648577we know who's fuming lmao
>>108648529The hell do you need high CFG for? If it's negative prompt you're missing you can give parts of your prompt negative weight with this: https://github.com/pamparamm/ComfyUI-ppm Works with Anima.
>>108648449based Tdrussel knowing that /ldg/ is the best diffusion general
>>108648573>>108648582i call him mommy actually
>>108648449omfg im so tired of speedniggersmake a lora that removes VAEshit so it takes 10 times longer to generate but ACTUALLY MAKES THE IMAGE AND COLORS BETTERFUCK NIGGERS
>>108648449THIS GENERAL IS TRASH DUDE WHY YOU KEEP HERE!!!! WHY DO YOU POST TO ANOTHER DEVS SHILLING ERNIE AND CHROMA!!?!?
>>108648604>THIS GENERAL IS TRASH DUDE WHY YOU KEEP HERE!!!!SAAR DO NOT REDEEM
>>108648601>that removes VAEshitlodestone is trying that, with really mixed results...
>>108648544>>108648577>>108648614now I want russel to post more here, this schizo's melties are so funny lmao
>>108648585>https://github.com/pamparamm/ComfyUI-ppm Works with Anima.first time I've heard about it, usually when you want to use negs without a CFG you go for NAG
>>108648449Tdrusell! please! my wife is yours! fuck her!
>>108648449Thankies!
>Another Touchdown Russell!>/ldg/ - 100>/hdg2/ - 0SOMEBODY CALL THE DAMN MATCH
>>108648640All the nodes I checked for NAG didn't work with Anima, but this does so I went with that and I haven't bothered to check up if anyone has finally implemented NAG for anima yet. Also, it might have been a skill issue but my experience with NAG was that it completely fucked my images half the time and I haven't had that problem with this.
>>108648449Someone call the Saber Alter slopper! We need him to test this and give some vague commentary. He’s the only one who care for this faggot!
>>108648449Since this is sort of a base version, do you plan to make some controlnets or will you wait for the final release?
>>108648698Ho ho ho, testing this turbo lora @takeuchi takashi is more “takauchi” than “Takeuchi.” Good lora!
>>108648449Why don’t you sell some wheels of your comfy granted Lamborghini and train a good Anima ControlNet?
>>108648700Unlikely until after full release. The current turbo lora was actually just an experiment with testing the techniques that I'll use for the full Turbo checkpoint. It was good enough that I decided to release it.
>>108648760any plans to release the realism lora?
>>108648449Isn't there an /adt/ thread for this. Why bring the updates to realism thread, it's not even relevant to anyone here????
>>108648760Thanks, can you repost this in any anime general of your choice?
>>108648777No, for optics reasons. But literally just take 1000 photos from any decent pre-captioned photo dataset and train a rank 32 lora, that's the realism lora basically, it's not complicated. Or just wait for someone to inevitably do that.
>>108648791>realism threadread again, /ldg/ means local diffusion generals
>>108648791based, he is a fucking faggot, in /adt/we are planning to never use his model again
russgod you singlehandedly saved local anime from noob slop thank you kind sir
>>108648801I judge by what people do, not what they say.
>>108648791>>108647620this is an everyday /adt/ anima gen, but turdrusell prefer to post here, in Lodestone general
>>108648377>>108648382interdasting.
>>108648802>weyou and your voices?
>>108648809This is cute! why tdrusell don't post in /adt/?
>>108648800ah yeah thats fair. guess ill have to save up some money and make one but was debating on general photos or cosplay specifically for the dataset
>>108648808>I judge by what people dogood, because what people did was to post an anime lora here
>>108648809wow look it's my gen
Squirm slop anime posters. Squirm and bow to the superior general known as LDG.
Why tdrusell post an Anime lora in a thread that everyday posts 3d asian woman? Is part of the Comfy grant contract?
>>108648826unironically its pretty nuts that the more general local diffusion anime posts blow 90% of the "anime centric" general out of the water kek
>>108648824wow look you losted, and you keep using his model, you are a cuck
>>108648822How are you going to use this lora to generate Ortega's feet though?? It's just not relevant no matter how you look at it.
>>108648840>How are you going to use this lora to generate Ortega's feet though??is this a bot or something?
>>108648449But this is a realism general, I want Katy perry, what are you doing here?
>>108648449pretty cool
I just looked at adt for the first time why do all the gens look all slimy and not like anime?
>>108648856real anime is moe, and /adt/ is a moe general
>>108648777Look at this dude already salivating over new model he can use for CP diffusion. Ewwww this is just not the place for anima.
>>108648837I don't have anything to say to Mr. Touch Down, so I don't really care that he doesn't post in /adt/. I guess I lost(ed) and am a cuck.
>>108648856>all slimysignature of model merges. in the biz we call them "slop merges" or "jeetmixes" for that very reason. because they are ugly.
>>108648449>>>/h/8864351
>>108648851wow, your gen is slop, but you have the SOTA dev posting here, the irony is beautifull
>>108648856>slimy
>>108648449>>108648630
>>108648878>the SOTA dev posting herea SOTA dev posting on a SOTA general, yeah that fits
>>108648878i like the way it looks, that's all i care about desu. if i wanted artsy shit i would've invested my time into drawing or painting
best ai image gen general on the chanz no bullshit just cutting edge tech and gens
>>108648882>posted a 3d reaction picyeah, more Anima news for this thread! :^)
>>108648885>if i wanted artsy shit i would've invested my time into drawing or paintingare you implying AI can't do fine art? lol
>>108648449>>>/e/3073046
>>108648449is anime that good? people react to it like crazy, jesus
Mass schizo suicide
>>108648899It is the only anime model that matters right now. Everything else is a cope unironically.
>>108647068Ohhh, I think I understand what you meant by that. No, it looks the way it is supposed to. It was trained on Mushoku Tensei anime screenshots. I'm still playing around with the lora settings, but results are promising
>>108648889i'm not implying anything. i want it to look good and the computer makes it look good. i don't care about things looking "artistic" or any other definition some random person on the internet cares about like "slop"
>>108648449Big Russ! Where's the realism lora?
An anime model being what finally kills this thread was not what I expected.
>>108648760Since the highres training is already in progress, I'm assuming the next release will be the "final" 1.0 base model?
>>108648760is there a reason why you went for that base model? don't get me wrong it's a really good finetune, but there were better candidates no?
>>108648997yeah like uuuuh uuuum
>>108648977>kills this thread?
>>108648737I don't understand your bad faith approach, I don't see what point you're trying to make.
>>108649062>>108649053Good gens, you deseve Anima news!
>>108649011The shitposting and samefagging orbiting around it is dwarfing the zit meltdowns and chroma meltdowns from last year. I don't know if it's just site traffic being down or what, but when 90% of posts are some bored asshole with a script it gets annoying.
>>108648449It's very fast, pretty good quality.
>>108649100Wtf? I like more the turbo version. Can you make more?
>>108649079>is dwarfing the zit meltdowns and chroma meltdowns from last yearMayhaps. But there's been worse schizo meltdowns desu.
>>108648449>2x faster than SDXLDoes it have x2 the aesthetics of Noob?
>>108649115The turbo version captures less of the artist style and more of it's own distilled style, maybe that's why.
julien status?
>>108649115>>108649131Curiously though, when using an artist style lora it seems to adhere to it maybe even closer than the base model by itself.
better i2v??? WHERE IS IT? SEED?
hm... what to train on.... hm ...
>>108648449This news is a nothingburger. It is known that Anima has worse style interpretation than Chenkin/Noob/Mugen, and now you add speed at the cost of more diluted styles. What use is it to me to use such a diluted model if I can obtain superior results with Chenkin and its superior ControlNet that can capture any scene I propose with Cascadeur? These little experiments you make are a nothingburger until you release a ControlNet for Anima.
>>108649072anima is limited with z. genital parts are horrible
>>108649226just use a pencil faggot
Cool example gen you posted to help illustrate your point anon
>>108649093Kino
>>108649244I don't post anime gens here, i'm not part of the problem
>>108648909>>108648937serene
/ldg/ is the true anime general
>>108649239Google Cascadeur before saying stupid things. It's a free 3D software where you can build 3D scenes and characters with integrated AI. For example, you can move any part of the body and the character moves along with the limb you drag. It's much more intuitive than drawing and much more intuitive than designing a 3D scene in Blender. Then you export that in depth or canny format and you own whatever scene you set out to create. With that, I don't need some stupid new random anime model that has +0.005 prompt adherence in exchange for 70% worse aesthetics.
anon absolutely SEETHING keke
what a retard lmao
ControlNet, regional prompter, and Homing's new mosaic outpainting solved the majority of SDXL problems. I don't need a new anime model that understands "the cat is on the table" when I can mask where I want the cat to be and I can maks where I want the table to be. It seems retarded to not rely on peripheral tools.
>>108649226>>108649341Did the journal factory explode
shut the fuck up artcel
>>108649260>>108649302neat
>>108648449When are you going to share how to make a character lora on Windows ? Your tutorial only works for Linux and python.
>>108649371You don't already run Linux? What are you doing here?
Big russ can you train a lora that fixes the fingers?
>scrape 2k+ img from online account >now must manually sort through imgs good enough for dataset why has this not been automated yet
>>108649480the fingers will be fixed at high res training, don't forget he's at 512x right now
>>108649517fpgaminer made this but I have no idea if is decenthttps://github.com/fpgaminer/joyquality
>>108649531kekstone is that you???
>>108649371use wsl
>>108649531They said the same thing about Chroma...
>>108649480>fingersdesu still better than sdxl
it's been a full year of wan gens and im still not burnt out and gen 24/7.
>>108649480no one care about fingers for drawings
>>108649773wan is special. Most vramlets here don't know
cozy
copy
>>108649773this. wan is even better than grok sometimes.
>>108649773I like it just wish we could get something new. Really want something with decent cartoon/anime lipsync.
>>108649517>why has this not been automated yetTakes few hours, 2k images is nothing if you only have to sort them and not remove watermarks and crop
>>108650024Grok is actually worse by many metrics, but it's pretty good at randomly gluing dicks and balls onto things.
>>108649773There are enough models now that i can already forever bounce between ZIT/Chroma for realism, Noob for tranime, Wan for videos.
As someone who followed Chroma until the "official" 1.0 release which was v50 or whatever it was, where can I learn more about all of the actual versions kekstone is training? There has to be a fucking list that explains them, right? It cant STILL all be in trooncord only?There was some 2k or whatever the fuck that was touted as better than v48 and below, is that still the "best" regular current Chroma model or is there something after?There is ZIT Chroma thats in training still, Radience pixelspace thats in training still, what else?
>>108649398Would mating press
>>108649397Where?
>crtanim — CRT / Retro Terminal Video LoRA for LTX‑2.3 22Bhttps://www.reddit.com/r/StableDiffusion/comments/1squ6in/open_source_crt_animation_lora_for_ltx_23/https://huggingface.co/lovis93/crt-animation-terminal-ltx-2.3-lora
>>108650124I have no idea how chroma works. Every time I try some prompts on it, on get garbled shite now matter how much I tweak the settings. I'm using chroma1-hd and genning at 30 steps
This is AI music right? https://youtu.be/Ikkizhy3nMw
pic related was made on a MacBook Neo with Anima preview 3 using the turbo lora that came out today. 8 steps took 253 seconds in total. This is around the maximum resolution you can do, and I had to use the Q8 GGUF version of Anima as well.Good to know I can still generate a 1girl every 5 minutes if I'm bored on vacation with my wife's laptop I guess>>108649773the wan 2.1/2.2 rollout was one of the top 5 open source model releases of all time. if I didn't crave audio now as a result of trying SaaS models I wouldn't be burnt out on it either. It's also permanently "good enough" for many basic I2V tasks for simple memes or prototype animations so it'll keep being used for years to come.
>>108650189Looks pretty cool
>>108650144It's pretty much all in the discord now since most (all?) of the regular posters have left the general and nobody posts on HF. I'll try to cover them all.Base is really just v48 since v50 introduced some quirks with its outputs. 2k was an attempt to compensate for the 512 training, but I haven't used it so I can't comment on if the anatomy is any better with it or not. Radiance and Kaleidoscope (Vae-less and Klein-based model respectively) have both had training failures and are effectively cancelled. That just leaves Zeta Chroma (Zimage-based) as the only current project. Unrelated to lode, there's a checkpoint called Spark that is currently in progress.As for which one is better? Some people like the flash models since they clamp down on the model's schizo creativity, but they're more slopped as a result. For my niche use case the base model is still unmatched.
tdruss and anima once again based for not hiding discussion behind some coomcord
>>108650373what training failure happened with radience? rip. is there a known best checkpoint?
>>108650440Sorry anon, I haven't really kept up that closely with it so I'm not certain. If I remember correctly Radiance was simply too expensive to keep maintaining.
>>108648449Imagine Anima but more slopped lmaoLooking forward to seeing some epic 'five porcupines on the left anime girl on the right abstract style with a gundam in the background' nonsense gens in /adt/ and /sdg/ that somehow look even uglier than usual
I don't know anything about model training, is that bump good or bad?
>>108650610oh dear SWEET MOTHER OF GOD WHT THE FUCK
>>108650615so it's bad?
Anyone knows a good AI 2hu themed general? I want to share some gens and some 2hu chatbot logs?
>>108648449Holy sorcery, first the high-res lora and now this.>>108648698Shoukan ni ouji sanjoushita~1920 height stretches the body. I should test if it can be combined with the high-res lora.
>>108650793Works better at 1280x1600.
>>108650793>>108650809Looks way worse with turbo lora
>>108650793>>108650809Forgot to mention the non-turbo results use 20 steps.Unintentional text comes out clearer with 12 steps. Coloring is fancier than base's version of Nipi style.
>>108650793Stacking the high-res and turbo loras works decently. Dat hand tho.
>>108650809Hires + Turbo at 1280x1600. Clearer unintentional text at 12 steps again.Takeuchi style comes out sharper and more-simplified with turbo overall. Tends to have some AI artifacts, but the speed is fun when 20 steps takes me several minutes.
SD 1.5 fag here, are character LORAs a thing of the past with modern models?
>>108650853Hires + Turbo with this one almost looks more like Redrop than Nipi.
the most impressive thing about the turbo lora is that most other ones always introduce a bunch of artifacts but this remains clean
>>108650997They're still useful.
>>108650982>>108651029can you share prompts?
>>108650793Turbo lora works with WaiAnima too. Wai's aesthetic tuning over base preview 3 still shines through.>>108650853>Forgot to mention the non-turbo results use 20 steps.Correction: 30 steps for the gown ones, and 20 for the MMA one.>>108651160For the gown ones:>masterpiece, 1girl, saber alter, fate \(series\), @takeuchi takashi, evening gown, nightclub, bar, looking at viewer, serious>Seed: 106979513466387>er_sde simple>30 stepsFor the MMA one:>1girl, saber alter, fate \(series\), @nipi27, low ponytail, black sports bra, petite, flat chest, black dolphin shorts, black fingerless gloves, bruise, dirty, sweat, heavy breathing, looking at viewer, serious, stretching, boxing ring, crowd>Neg prompt: letterboxed, border, black border, white border, black background>Seed: 790426829359823>er_sde simple>20 steps
>>108648449my man based, thanks
>>108651255test with prompt>Detailed photograph RAW of seven smiling friends of different races that are at a nightclub concert with dim lighting that is shining on their faces, behind them is a crowd of people dancing while fighting with large swords, everyone is holding a sword in their left hand and an intricate beer glass with differently colored beer in the right hand. Far behind them above the DJ there is a sign which has "Minimum drinKing age 021!" written on it in stylized cursive letters.
When is anima finishing the training, sisters?
When are of 35 stars status??????
>>108650809>>108651255Wai+Turbo, 1280x1600. I like the middle one.
>>108651265Dozo. Wai+Turbo
>>108651265>>108651306And here's base preview3 + turbo. Hope you like guys, haha.
https://jeoyal.github.io/MegaStyle/>style transfer loranice>Flux 1OH COME ON
What's the best model for coomgen?
>>108650853And finally Wai+Turbo of that. Shinier and grew an extra finger. This is the prompt that does NOT start with "masterpiece", interestingly.
Is the right one the best one? For nsfw
>>108651380It's the one I've used and like, FWIW. Haven't tried the other two.
>>108651380check out Pony Diffusion V6 XL, lil bro
>>108651392Im not a furry bwo
Anima previews:>latent2rgb: 1.67 s/it>none: 1.75 s/it??
>>108650853>>108650905>>108650982>>108651029Saber Slopper, you anime poster traitor. Such a casual slopper, your posts are pure amateur cringe. You only open your UI to pretend you test things when tdrusell posts.
>waistop eating shit, poojeets
>>108651492you're jealous because tdrusell got the grant and not you
>>108651380Chenkin is a good all rounded model. Noob, if you have a clearer idea of what you want, or Mugen for the first pass to get good colors and textures.
>>108651495Regardless of who I am, that does not mean the things I said about you are lies, on the contrary, they are very true. You are very much a newfag casual. You post whenever tdrusell goes.
>>10865150535 stars status?
If everyone contributed their grain of salt and posted anime where it is supposed to be, none of this would be happening.
>>108651492It's a sloppy job, but hey, three testcases over time.
Does anyone found a solution how to use Euler A with anima without the reoccuring weird noisy patterns? This hasn't really improved since preview1, so I don't think it's pixelstretching due to lack of 1024px training. Maybe ancestral sampler not working well with flow-matched model in general?
>>108651494But it's good shit, gens are quick and the coom rises quick through my balls
>>108651582I tried euler_a normal for a while and didn't notice anything. But I have no concept of how the various samplers and schedulers differ.
>>108649226>It is known that Anima has worse style interpretation than Chenkin/Noob/MugenLol, lmao even.
https://www.reddit.com/r/StableDiffusion/comments/1srk0xx/release_comfyui_diffaid_patches_inferencetime/https://github.com/xmarre/ComfyUI-DiffAid-Patcheshttps://arxiv.org/abs/2602.13585>Beyond improving generation quality, Diff-Aid yields interpretable modulation patterns that reveal how different blocks, timesteps, and textual tokens contribute to semantic alignment during denoising. looks like it can be used on flux 2 klein
>Gpt Image 2 is being rolled out to all ChatGPT accountslocal losted'ed
>>108651704this is impressive desu, it even managed to write this little text here
>>108651627You never seen the pretty big circle-shaped grain patterns on details/shadows/random shit? Sorry but I can't believe this.
>>108651687https://www.reddit.com/r/StableDiffusion/comments/1srk0xx/comment/ohfayx2/?utm_source=share&utm_medium=web3x&utm_name=web3xcss&utm_term=1&utm_content=share_button>I think the more interesting part of this is SDXL, which will now be able to "edit"GROK IS THAT TRUE??
>>108651737I asked gemini and it said no, that ledditor is tripping
>>108651737why ask grok when you can just test it yourself.
>>108651728Hmmm, nyope.
>>108651687can this be used on Z-image?
>>108651687>https://arxiv.org/abs/2602.13585if this can make Klein less slopped I'm all for it
>>108651772>>108651582for reference. I think you just never looked at your gens then. This is not a debatable issue. Anyone who used euler a has seen this.
>>108651796fuck euler a, blurry piece of shit
>>108651810mostly i agree, but sometimes i really want the softness of euler for my textures but the get cucked by that shit. Upscaling with tiled diffusion can fix this though.
>>108651796I have literally never seen this on euler awhat are your other settings, and try negging "halftone" and "screentones"
>>108651737dev, responded. the person was retarded.> No, you are missing the point too. It's not about giving a model edit capabilities. It's about giving a model better prompt adherence (which in turn can boost pre-existing edit capabilities since they are intertwined with the prompt) and overall image quality by modulating text conditioning.Sure sdxl will probably be better with inpaint tasks with the help of DiffAid, but it doesn't just suddenly give it the capabilities of a proper edit model like flux klein.
>>108651796That print-looking pattern? I don't seem to get it on mine though.
>>108651927its not an issue on cel shaded 2d or soft shaded semi-realistic styles. But whenever something a little bit more drawish is involved, it craps its pants.
sexsex with sabersex with ARTORIA
>>108651796bro just go look at the average booru image and be disgustedeuler a is probably just making it easier for that shit from training to come up
this is it, LTX3, as good as seedance 2.0, are you ready? :^)
>>108652028ltx 4.20 to the moon :rocket:
>>108652028I'm not expecing much (or anything at all perhaps), but I do like that they've taken the initiative so far; they had a positive response and they built on it, unlike some I could name who had a fantastic reception and followed it with radio silence
these are seedanece 2.0 text2video nsfw, there is still some safety cucking filters and heavy copyright filters. I wish the chinks would stop with the endless wan2.1 and wan 2.2 finetunes and just focus on finetuning ltx 2.3. I really wish lightricks trained the model on accurate detailed nudity and anatomy. https://litter.catbox.moe/bvwxgx.mp4https://litter.catbox.moe/hy925n.mp4https://litter.catbox.moe/0a9y3l.mp4https://litter.catbox.moe/936897.mp4https://litter.catbox.moe/9vigar.mp4https://litter.catbox.moe/n1lgxt.mp4https://litter.catbox.moe/j6ls3t.mp4https://litter.catbox.moe/70lrzq.mp4
>>108651492Butthurt loser
>>108652101share this here >>>/wsg/6126746
>>108652101no one cares retarded faggot, stop spamming your shitty api gens here every single fucking time
>>108652101lol
>>108651737SDXL bros??? I knew that Anima was the false messiah, the antichrist of anime disguised as a good anime model, I knew it! Nobody in their right mind posts Anime model news here unless they are the antichrist of anime diffusion!
>>108652177>>108651528
>>108651737>rectified text and imageBluvoll won and Mugen won
>>108652177>>108652187you fell for misinformation
>>108652101the world would explode if people would be able to get something locally lmao
Did russell mention if there is going to be a preview4 etc or is the p3 "base" it now? Since he writes he will release a turbo model for Anima, I assume its also based on preview3 which would imply that that's it, we are done? Havent followed the thread much in recent weeks so idk if he said something to this end.
>>108652215fud status?
>can gen kino in 5 seconds nowHOLYYYYYYYYYYYYYYYY
>>108652256?
>>108651982check yourself before you wreck yourself
>>108652270why are you poor
>>108652296fixed heryoure welcome
>>108652211>locally with consumer enthusiasts gpu of 32gb vram? The model would have trained and developed from the begin to designed from consumer level gpus. Currently the SOTA chink and western ai labs don't want to commit to making video models fit within 24-40gbs of vram at fp16. Ltx 2.3 fp8 720p is pushing the limit for a 5090/64gb of ram pc build.
>>108652215Anima 3 is the latest version of Anima. There won't be any more updates now.
>>108652313nice. what'd you use, zit? i just started fucking around with anima, that's just cosplay photo of and then upscale by.
>>108652344I basically hires-fix'd your image with zit after captioning it, I love my zitslop
>>108652353i'm kind of loving anima, for such a small model it's surprisingly competent.
>>108652338Thank you
>>108652215>>108652338It's still called "preview", so there's clearly more planned.
>>108652338>>108652441go for a non meme base model though, why did you go for fucking chronos :(
>>108652441It's also called "base". And what's clear about that
ltx2.3 chads where we at?
>>108652361Can you mix artist tags? Can you weight them? Can you use ControlNet? For such a small and new model it is pretty shit THO! >>108652441Can you show me where it says anima 3 preview?
>>108652101why does this happen for all those links?
>>108652456>For such a small and new model it is pretty shit THO!what are you waiting for to make something better? you promised to >>108648583
>>108652456https://huggingface.co/circlestone-labs/Anima/tree/main/split_files/diffusion_models>anima-preview3-base.safetensors
>>108652456Everywhere it's hosted, Ani. Everywhere it's hosted.
>>108652456in other words you need controlnets to get anything remotely looking nice. Skill issue. And yea you can weight artists.
arggh why are you guys using anima just use mugen UGHHHH im so mad why cant you use the model we made??? yeah its melted and it works like fucking garbage but who cares? I'd rather shill my garbage model and fud 24/7 the competition otherwise I will realize I have no reason to live and sudoku because im a clueless talentless grifter and failed developer.
>>108652501kinda crazy that mugen was tailormade for 1girl yet /edg/, 1girl central, doesn't use it
>>108652508yeah I wonder why lmao
>>108652501kek, it do be like that
/edg/ will never migrate from illustrious, they are too obsessed with specific gay little aesthetics they have on it. they care more about making their "signature" images than anything else
>>108652528wai anima is already that shiny brown ai slop "aesthetic"
>>108652468looks like it expired too early forgot to change the settings for longer than a hour. here you go https://litter.catbox.moe/ilq97n.mp4https://litter.catbox.moe/1pul90.mp4https://litter.catbox.moe/b2f5jy.mp4https://litter.catbox.moe/0y5gmp.mp4https://litter.catbox.moe/m47p16.mp4https://litter.catbox.moe/xwp2l7.mp4https://litter.catbox.moe/60u9w5.mp4https://litter.catbox.moe/jszt0b.mp4https://litter.catbox.moe/86ypn3.mp4https://litter.catbox.moe/qdvb2x.mp4
>>108652564uh oh...localcucks are about to have a melty
>still fudding
>>108652211i don't care about heavy seedance models. i want wan2.5, which can be local without a doubt
it's over
>>108652534they want their specific loras that let them make their "signature" images
>>108652694we are too smart for china. they know that if they share their new video models, they will never beat us again kek
it's only just beginning.
it's on going, with ups and downs
Fresh >>108652848>>108652848>>108652848>>108652848
>>108646491>>108646541>>108646515Not OP, but using 3D models does make consistency way easier. My workflow involve bringing Daz3D characters into Blender, rendering multiple angles into a 16:9 character sheets, then using a realism Lora. After that, I create all my scenes in Blender and just render first & last frames with the same realism Lora, only doing a face swap using the character sheet when needed.The initial pre-production is tedious, but you can also just batch run these overnight and wakeup to all the frames you need.
...guys I dont know even know what is going on or what is needed for these python scripts. I am that dumb. I'm not able to just run the scripts as posted in my Python shell, I'm like not even smart enough to ask the right questions. Just this whole git/pip thing eludes me. Trying to run WAN locally, have used StableDiffusion fine
