Discussion and Development of Local Image, Video, and Audio ModelsPrevious: >>110177710https://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/Wan2GPNeural-Pixel (sd.cpp): https://github.com/Luiz-Alcantara/Neural-Pixel>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>MOSShttps://github.com/OpenMOSS/MOSS-Image>F3Khttps://huggingface.co/black-forest-labs/flux-3-image-klein>Qwen Image 2.1https://huggingface.co/Qwen/Qwen-Image-2.1>MiniMax H3https://huggingface.co/Comfy-Org/MiniMax-H3https://neta.art/use-cases/en/h3-1000-prompt-list>Animahttps://huggingface.co/circlestone-labs/Animahttps://animastyles.thetacursed.comhttps://tagexplorer.github.io/https://animadex.net>Krea 2https://huggingface.co/krea/Krea-2-Rawhttps://huggingface.co/krea/Krea-2-Turbohttps://lumenastrum.github.io/clio-style-preview/gallery/>MiscShare 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/neo_collage>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 news10/27/2026>SenseNova 6.8 Code2Video: video creation through code, with natural-language editinghttps://github.com/OpenSenseNova/SenseNova-6.8-Code4Video>Openjutsu: One-click character swap for videos>EditDistill: Is It Possible to Guide Video Editing with Image Editing?https://yu-shaonian.github.io/EditDistill-cron>Mix Forcing: Causal Pre-Training via Mixture Attention for Interactive World Modelshttps://zelingao98.github.io/mixforcings>VisualCoding: Learning Executable Skills for Reliable Visual Reasoninghttps://github.com/jiaq-liu/VisualCodings>6-step LoRA adapters for Qwen-Image-2.1, no upsampling step, ~5x fasterhttps://huggingface.co/PrunaAI/P-Q-Image-2.9>ComfyUI v0.43.0https://github.com/Comfy-Org/ComfyUI/releases/tag/v0.47.0>ComfyUI-MOSS-QwenVL-Layout: Auto BBox Prompter for MOSS using QwenVLhttps://github.com/leroy989/ComfyUI-MOSS-QwenVL-Layouts>Minimax H3 Temporal Window & Spatial Tileshttps://github.com/mo-akkakk/ComfyUI-MiniMaxH3-TemporalWindows-SpatialTile10/26/2026>FLUX.3 klein turbo PDD v0.1 (8 / 4 steps) https://huggingface.co/NoiseToNova/Flux-3-Klein-turbo-pdd-4_9-steps>TARA-H3: Temporally Aligned Reference Attention for Native Video Conditioninghttps://github.com/alisson-anjos/ai-toolkit/tree/tara-h3-v0.1.8/research/tara-h3>Windows GPU UNLOCK: RTX3090 UEFI port, Korean no-reset Windows boot guide, verified source and benchmark evidencehttps://github.com/impacifist/Windows-GPU-UNLOCKS>Concept Acupuncturist: An Efficient and Precise Concept Erasure Method for Diffusion Models via Sparse Autoencodershttps://github.com/Eran-Xia/ConceptABC>AudioLift: Audio-Driven Single Image to Full-Head Gaussian Avatar via Multi-view Video Generationhttps://zhuoyuanjiang.github.io/audiolift-pagers>OpenFill: Generative Fill, Remove object, Generative Expand and Text to Image for PhotoCraft and GIMP 3https://github.com/beckettharriman/openfilld
>mfw research news10/27/2026>Grounded Exploration for Open-Ended Image Editinghttps://arxiv.org/abs/2610.338>TrackTok: Object-Centric Video Tokenization with Semantically Persistent Tokenshttps://arxiv.org/abs/2610.338>UltraFlash: Accelerating Megapixel Visual Synthesishttps://arxiv.org/abs/2610.335>OmniShowcase: Omnidirectional Subject-Consistent Video Generation from Multi-View Imageshttps://arxiv.org/abs/2610.356>Finetuning Prompt-Based Image Editor for Geometry-Consistent Room Defurnishinghttps://arxiv.org/abs/2610.345>Qwen-Image-PE: Learning Visual Design for Text-to-Image Prompt Enhancementhttps://arxiv.org/abs/2610.334>Blendshape Generation for Models with Disconnected Parts: Adding ARKit/MediaPipe Blendshapes to Anime-Style Character Modelshttps://arxiv.org/abs/2610.350>ToDoPro: Faster and Better Reference-Based Generation: Early Token Reduction via Downsampled Self-Probinghttps://arxiv.org/abs/2610.347>More Memory, Better Videos? A Controlled Study of Visual Memory in Long-Video Generationhttps://arxiv.org/abs/2610.350>What Sketches Tell Us about LVLMs: Conventions, Grounding, and Localisationhttps://arxiv.org/abs/2610.340>Semantic-First MixGRPO: Reliable Emotional Image Generation via Temporal Decouplinghttps://arxiv.org/abs/2610.334>Recursive CLIP: Vision-Language Distillation with Looped Transformer Blockshttps://arxiv.org/abs/2610.345>Detecting and Understanding Ambiguity in Visualizations with Role-Playing Vision Language Model Interpretationshttps://arxiv.org/abs/2610.339>SLVR: Structured Latent Visual Reasoning via Human-like Reasoning Flowshttps://bogao-code.github.io/SLBM>Probing Visual Planning in Image Editing Modelshttps://arxiv.org/abs/2604.228>How well are open sourced AI-generated image detection models out-of-the-box: A comprehensive benchmark studyhttps://arxiv.org/abs/2602.078
>>110182772>>110182781thanks
>>110182772>>Openjutsu: One-click character swap for videos>Openjutsu: One-click character swap for videoshttps://github.com/D3voz/openjutsu
Blessed thread of frenship
>>110182793it goes anon, anon, anon, and on
>>110182781>>Probing Visual Planning in Image Editing Models>https://arxiv.org/abs/2604.228this seems very useful
>>110182774moss is pretty nice with glitch art i need to explore it more
>>110182772>>110182781Thanks bro
>>110182889I still don't know what a token association heatmap is. It looks too high resolution to be uh... I forget what it's called, but like I know with Flux the latent is a bunch of pieces, bigger than that...
>>110182790anyone try this yet
>>110182943Yes
>>110182943No
>>110182772>>110182781Thank you so much i wouldn't visit this shithole general if it wasn't for your news
>>110182941>It looks too high resolutionits scaled and smoothed before its overlaid, the original heatmap for that one is 88x133px.>>110182941>I still don't know what a token association heatmap is.basically they show how strongly a token's features align with the features of any latent position. it is a useful addition to the eyes when determining which words are affecting which parts of the output as one example.
>>110182772>>110182781>>110182786>>110182937>>110183068>>110182869false flagging againyou think we are stupid
>>110183134why did you leave out >>110182790
I am seated.
>>110182943>vibeslop from the faggot that ruined comfyyou already know what it's like
Why are half the posts in the last thread retarded spam about some random faggot? Is this general like your dueling ground?
>>110183437at this point it's more like a dunking ground, nigga relishes in online bullying
Best model for creating a fake selfie to get back access to my shitter account?
>>110183471Why can't you do this yourself? Are you underage?
>>110183495Do what myself? Take a selfie? Why the fuck would I give them a photo of myself?
Any H3 example prompts that actually work?I keep getting same video ref as output no matter what I prompt.Video edit simply does not work.
>>110183471Probably a newly released one so it isn't known by whatever AI generated image detection service they are using yet.
>>110183506>Why the fuck would I give them a photo of myself?Because that's their requirement duh? Just take a selfie, there's pretty much no reason to avoid doing this unless you are a criminal or a minor. Stop cheating out of habit.
>>110183729you should never have to provide an image of yourself to use a website, you stupid fucking faggot.
>>110183798Why?
uh oh! someone posted woke wrong mindset and the lies they hold someone not wanting to be in some database is a bad person. uh oh! uh OH!
>>110183804because it should never be a requirement. no explanation is necessary as it is self explanatory unless you're a bootlicker or the one wanting that information.fuck you and kill yourself.
>>110183804Because shit gets leaked by hackers constantly. These big platforms have provided fuckall when it comes to credible security.
>>110183818Don't use the service if you don't agree with its policy then. Just don't be a cheat.
>>110183837i'll do whatever i want, faggot.
>>110183841Third world behavior.
>>110183850>smug about being a bootlicking cuckeverytime
>"Don't be a cheat">A quote from an AI slopper on /ldg/
>>110183601granny panties lmaoyou somehow manage to get worse over time monkey
>>110183855this
>>110183601gross
is there anything moss does better than krea2 or is it just good for people with lower power gpus.
>kreafag still hasn't stopped crying
>>110184228that ones kinda cool good job
diffusing
does moss know dick cheese
>ai toolkit>can't start a job unless I select cache text embeddings (tensors not on same device error)Is caption dropout an important parameter or can I ignore this?
>>110184401it's garbage for poorfagas
>>110184401For me the greatest strength of Moss is the huge amount of seed variety, so even if you give it some shitty bare-bones prompt and you will eventually gacha something good. With Krea you will always get essentially the same image if you don't wrangle the prompt. Moss is also good at producing images that look candid or for when you actively want a shot that looks amateurish or poorly composed or slightly out of focus.
>>110184401Name one thing Krea does better than moss
>>110184482krea2 has variety if you use raw not turbo
>>110184401Moss knows more nsfw concepts and supports bboxes.
>>110184506 (me)Also, moss knows more anime.Any loras that add concepts to krea ruin its advantages like style knowledge.
>>110184401Isn't slopped
>>110184415thanks
>>110182772>>>Minimax H3 Temporal Window & Spatial Tiles>https://github.com/mo-akkakk/ComfyUI-MiniMaxH3-TemporalWindows-SpatialTile404
>>110184760Holy shit, chat is this real?
>random reflections=qualitykek
>>110184898The first pic has some weird size difference between fingers though.
>>110184898As soon as the moss team releases their anime tune. Base moss is already 60% there.
>>110184898>index finger not bending at the crease>7 fingers>thong missing strap
>>11018492260% there according to who exactly? A schizo online?
>>110184906>>110184911>>110184926Answer the question
>>110184958Local is just a bunch of bottom feeders, their latest slop is just some random 5B students project, they dont even have money or imagination to see how limited their models are compared to novelai.
>>110184875Apparently the dumb jeet that made this LoRA on Shitvitai didn't train it on satella
>>110184958Do you think that 2D face on that detaled body actually looks consisten and good?
>>110184975nta but 2d face with detailed body is peak.
>>110184975Answer the question, local eater
>>110184975I think his gens are based on a show called action taimanin, they are styled like that. But also stop coping cause this is what local can do >>110184906 and its embarassing.
>>110184958ani said that nai just steal tech from local, they pretty much never invent anything new themselves. anything nai can do can be achieved locally if you know what you're doing and none of the slop you posted looks even remotely good
>>110184875>>110184973welp
>>110185019ani, you are the local lolcow of /ldg/. You're an embarrassing failure, you will die a loser.
>>110185019
>>110185034
>>110184973What in this scenario requires a lora? Most models know Emilia and Subaru out of the box.
>>110185037Im so tired of localshit
>>110185032not ani. don't know what exactly triggered you but are you gonna deny that ani is fully on local side and is pushing the tech forward instead of being a consumer like most of you here?>>110185034thanks chatgpt. the last time when nai was actually relevant was nai leak. after that they are only used by gpu poors. nowadays they steal models and finetune them while pretending that they train from scratch. naid v4 was blatantly trained on flux
kill ani unironically
>>110185055No one cares about you, when will you realize?
>>110184973The fuck is wrong with that text? It's giving me dyslexia
>>110185099what do you mean?
>>110185118>>110185075
anyone tried new anistudio release? apparently linux compatibility is greatly improved https://github.com/FizzleDorf/AniStudio/releases/tag/AniStudio-538c24fba9ea
>>110185230Thanks for the update
>>110184758What model did you use for the thigh squeeze?
>>110185230ignoring the fact that this guy is a pariah and everyone hates him, what is the use case for this? like why would anyone use it over the well established options that are available and have massive amounts of community supported/resources?
>>110185252Anima and netayume already did that. Its getting embarassing to interact with local plebs cause you've never used a real model, so you think that's impressive.
oh he woke up
You might be done with local. But local ain't done with you, son.Took six gens before Billie put her tits away, aight.
>>110185280it's fully foss and very performant because it's written in c++ instead of python. you might underestimate amount of people who are tired of python bullshit and just want something that actually works like a computer program instead of another webshit "app"also unlike comfy it's an actual community project made by anon who posts to this board. no spyware, fully open-source and has zero corpo affiliations. if you think this isn't important you don't belong to /g/
>>110185276>modelDid you mean to say lora? Because the model is Minimax H3, the only good local video model.No loras except for turbo. Minimax can do squeezing just from the prompt, although I wish the skin pressure looked a little more realistic (too many black lines with anime gens).
Funniest shit is that claude/gpt would be able to oneshot a miles better sdcpp gui in ten minutes KEK
>>110185299What prompts do I use with images that would get breasts squeezed with fingers buried deep like that?
>>110185299>>110185307stop samefagging monkey
>>110185307Here is the I2V prompt:For the target video, at 0.00 seconds into the target video, <Picture 1> (from [Shot 1]) is fully referenced.integrated_multimodal_description: SHOT 1: 2D-animated, the camera holds a static shot. Two male hands from the POV are slowly and strongly rubbing up and down the girl's thighs while the girl is idling in subtle motion. At 00:05.200, the hands from the POV squeeze his open hands against the girl's thighs, causing the girl to twitch in embarrassment and moan softly. Then the POV hands gently stroke all the way down her legs.overall_soundscape: caressing skin, rubbing skinnon_diegetic_music: N/A
>>110185295Its not so bad for video and photorealistic models, its the anime ones that suck ass. If we could ignore the swaths of unwashed thirdies poisoning datasets with vtubers and gacha shit we'd be halfway there.
Shit fucking doesn't know Loom's new guns S M H
>>110185307WAI is a booru-tag style Illustrious model, so it responds best to clear Danbooru-style tags + strong weighting on the deformation. Generic grabbing breasts or breast grab usually just produces a surface-level hold. You need to force softness + indentation + pressure.Core tags that create the deep sink effect:These are the most effective ones:deep skin — This is the classic tag for fingers/hands visibly indenting into soft flesh. It often defaults to breasts if you don’t specify another body part.strong groping / deep groping / deep breast grabsoft breasts, squishy breasts, very soft breasts, breasts deformationskindentation (helps with the compressed look)Descriptive phrases that models usually pick up: fingers sinking into breasts, fingers buried deep in breasts, deep indentation, flesh indentWeight the important ones (e.g. (deep skin:1.3) to (deep skin:1.5)). Higher weights increase the chance of deep compression but can start warping anatomy if you go too far.
>>110185346Welp, there we have a subhuman gacha user. A good model cannot include one million 1girls standing, so their "PLEASE INCLUDE MUH FAVORITE SLOPTUBER IN THE TRAINING" is actively deteriorating the model.This is why novelai wins.
>110185365cool, still not using anistudio tho :)
>>110185230fucking hype, i'll try it on my linux partition.
>>110185367who?
>>110185380this >>110185299 subhuman
>>110185384don't know who that is or why i should care. you sound uneasy.
>>110185382Kino reflections in the monitor and window. That's the only reason I genned this.
>>110185380one of anis made up schizo enemies that serve to prevent him from having to face the realization of being fucking insane
>>110185387You're replying to ani. Don't worry about him.
>>110185019>>110185055>>110185230>>110185260>>110185374Hang youself Julien
>>110185387https://desuarchive.org/a/search/text/wanschizo/
>>110185411Nah wanschizo is a known persona non grata in /a/Nothing but an egocentric brainless subhominid from australia, if you ask me
>>110185439Kinda funny how he constantly spergs out on Julien while at times being just as obnoxious.
>>110185451they are literally same in their behavior. if somebody made a rentry about wanschizo he'd do exactly same shit as julien and debo with shitbakes and spam.
>>110185437what am I supposed to be seeing here? you constantly sperging out?
let's settle this once and for allhttps://strawpoll.com/NPgxerGB1Z2
>>110185460That's because you are a sub-60 IQ monkey and a person
>>110185230Just crashes on startup for me (ubuntu)
>>110185471so basically you're an unhinged schizo, got it. thanks for the concession.
>>110185478Wow what a retarded monkey classicYpu have no right tp complain about trani, you sunhuman faggot
The monkey is melting down hard in /trash/Imagine being so subhuman that even a board called garbage rejects you
>>110185463So many anons here. Organic poll
uh oh not looking good for ani
>>110185515Don't forget to check the poll analytics to show the exact moment Julien tries to rig it
>>110185532it's already rigged by the tard who made itare you braindead enough to think there are 15 anons ready to vote in 3 minutes here?
>>110185540what if ani is hated
>>110185403Hot damn, anon, that's pretty good
>>110185540>are you braindead enough to think there are 15 anons ready to vote in 3 minutes here?The alternative would make your attempts at hijacking the thread to shill the dogshit brapper even more pathetic, no?
if anyone ever makes a wanschizo rentry please add this thread therehttps://desuarchive.org/trash/thread/86173110/
>>110185619did you upload this lora anywhere?
>>110185296i don't care about corporate affiliation, most of the tools i use have some affiliation with corps. anistudio looks like something someone threw together as a school project, and it only has a handful of samplers and the supported models list is painfully outdated.
We all hate you AniEven if this isn't you, you opened the door to this faggotry and the only way to make up for it is for you to publically apologize and be apologetic while actively posting here and dispeling any schizo gaslighting.We've asked you to do this simple thing for years yet you never seem to be able to do that and continue to shill, lie, scheme and spergout whenever you are here.
Ok I might be stupid by why are there two options for batch size?
>>110185673you can set global bs or per dataset bs (or both)
>>110185675I see
>>110185643updated, civitai
>>110185639who?
>>110185740NTA but thanks
what's going on lads?I was able to gen 0.5 megapixel videos upto 5 seconds yesterday, and 0.9 M for 3 secondsNow I'm trying 0.4 M for 5 seconds and it's refusing to do even a single step.9:16 videos causing trouble?
a clear trend is visible
>>110185230Anon let a proper AI take a sniff at the anistudio codebase and i think the AI nearly had an aneurysmI don't think anyone should use it
>>110185801kek that is one based AI
>>110185801LMAOpoor ai that needed to read all this garbageit's really angry it seems
>>110185813range murata?
Anyone here who tested 10ErosMax beta7?
>>110185925> beta7what
>>110185770now 0.5M, 5 second works immediately in 16:9anyone else ever had such troubles?
>>110185801keeeeeek basedmake this the next op
>>110185933https://huggingface.co/TenStrip/10Eros-Max/blob/main/10Eros_Max_h3_8stepTURBO_beta7_int8HQ.safetensors
>>110185925I use beta57
>>110185801>a bloated, fragmented piece of fucking garbagei see a pattern here
>>110185925I'll try it but pinkcherry has been very good for me. I wasn't a fan of beta6.
>>110185801He accidentally baited me once into downloading that stuff when I didnt know hes the resident schizo, eww.
>>110185925When is that retard that got 10k from people supposed to release the full H3 finetune?
>>110185801what ai is that, I want it to roast my clankers code base
>>110185230Does anyone know if Ani added Moss support? The commit history doesn't seem to be particularly helpful.
>>110186008>pinkcherryNever tried this. Which checkpoint do you use?>I wasn't a fan of beta6He doesn't seem to shy away from admitting it was a failure.>>110186014Sulphur guy? He has been training, he said he should finish it around this time previously.
>>110186040Without loras, I usually just run vanilla ref2va int8.With loras, my go-to is pinkcherryMinimaxH3_v18Hybrid_int8. It's on civitai. I think it requires minimum 0.7 or 0.8 megapixels to work well but overall it's been the most reliable for me.Also tried DasiwaMinimaxH3_dasiwaHybridV4_int8, which can also be pretty good (iffy on some gens though).
Speaking of H3, what is currently the meta step distill lora?
>>110185801i remember anons pointing out the same flaws only for trani to shit herself and claiming everyone else is wrong and just doesn't see the brilliance of tranistudio
>>110186147Or him seething at every bit of feedback claiming it's ran. That meltdown destroyed all the momentum his garbage project had. He still has less stars than last year btw
>>110185230what's the point of the shit when forge neo and wan2gp exists? you can even do image generation unsloth desktop and koboldcpp. For a whole year this ui keeps getting mentioned and there pointless shitposting that constantly derails the thread into schizo drama posting about the maintainer of this anistudio repo. why guys are just fucking weird as shit with this nonsense. Are these fucking bots?
>>110186144home
>>110186178The maintainer is a schizo that used to be comfy's IRL friend until his behavior forced comfy to distance himself from him. He has a rich history of attacking devs and lying. He only made this project because comfy didn't want to partner with him and outside of it he has nothing left because he spent years lying about other projects that didn't materialize.He's been caught and it's documented posting about himself and he's at a point any response positive or negative is something he craves.If you don't read the link I suggest you stop asking this question every couple of days. We don't want to talk about him but he keeps inserting himself.
>>110186144https://www.youtube.com/watch?v=c69eHlQrKaYobligatory
based anikilling threadtotal ani death
>>110186178>>110186206based self-replier
>>110185910no, is this https://civitai.red/models/3021483/psikyo-illustrations-color-style
>>110182772>>110182781Fix your fucking bot at least you lazy unemployed loser
>>110184491Anatomy, in especial hands and feet.
Protip: if your MOSS lora outputs look fucked up / blurry / poorly resolved like left one here, blame your choice of sampler + scheduler before you blame the lora itself. MOSS has the strangest / least predictable behavior around this that I've ever seen
>>110186178see >>110185296
it's like we're in limbo until krea 3 releases
>>110185296It just crashes when i start it on my windows box
>>110186240>he's using base mossahaha everyone point and laugh at this mongoloid retard
I still remember when Ani tried reporting the forge maintainer for using comfy code that he did credit. The irony is this shitty wrapper steals code outright and is propped up by 90% of other people's work.
>>110186242wowee two ugly bitches
>>110185296Can you stop trying to sell your commercial licenses already? Buy an ad "anon" or go to reddit
>>110186242it's just the shitty turbo lora, that was hastily made the moment moss released. The reason that exp heun sampler works better is because it calls the model twice per step, so practically it seems like you ran it for 16 steps, instead of 8 you specified. I wager any samplers that do more calls per step will have better results
>>110186267Don't look at his reddit post historyThey actually succeeded in chasing him out for being a faggot even by reddit standards. He is and will always be a unwanted pest
>>110186206i looking at the list of supported model for this anistudio repo and its barebones as fuck. How the fuck does this trash get more discussion on here than wan2gp. deepmeedbeep have gone the massive extra mile to add support 3d models and world model support for consumer grade hardware. Constantly updating wan2gp by adding many quality of life features and improve kernel accelerators for generation time.
>>110186257ani and comfy were in the right there. lllyasviel was proven to be an unreliable code-stealing schizo and had to make amends for stealing code without crediting comfy.
>>110186256I have no issue in using more than one model. My comment apply to both SFT and base. Krea2 and Kroma have superior anatomical knowledge compared to Moss.
>>110186273Yes he might had a point if the right side was 4 steps.Anyway I hope someone releases a non-meme turbo lora.
>>110186277lmao
>>110186277whats his reddit handle
>>110186281>henlo?>d-did you just hang up?
>>110186280Both rentry schizos do it to lash out at the general. Ani can't admit defeat and debo (who has given ani a star) hates this general and keeps promoting it for Ani. All the generals used to have that shitty project in OP due to a combination of Ani and Debo and even the /sdg/ spergs started to complain about it because the project has been broken for months. Ani has no concept of testing and is too stupid to run a VM to test multiple environments. He can't even setup GitHub actions to do basic automation.
>>110186306fuck off with your shitty dall e slop faggot, this is a local thread
>>110186323>he called comfy cuuuute in a commit github support please delete this HALP
is there some bug or something with moss and wildcards? i usually use wildcards to test prompts, like 1 in 10-15 gens is completely random.
>>110186333kek, need to remake this with modern models.
good thread
>>110186284And I have no issues with anatomy on moss, but I'm also not using the terrible 50 step base. Plus at least moss listens to what I say most of the time unlike krea.
>>110186351Several anons haveI wish the mods would add his project name to the spam filter at this point
>>110186361Never saw photorealistic gens, just cartoon style
>>110186341Does it work for other models?I am asking because {x|y|z} shit isn't working for me for Krea in current comfy.
>>110186371His parents are rich, anons don't want to get sued. He has threatened legal action multiple times
>>110186374You know a tranny took this photo due to how performative and unhinged it is
>>110186381Not with the dox photo lmao, something like those Dalle gens. I'll try something when I'm homeAlthough I think someone made videos with his real photo too, wild
>inb4 super early bake to remove the rentries of truth
>>110186381i'm sure i saw some crying animated juliens here already
>>110186428those were real therefore he can't sue for that
is there anyway I can check to see how long will minimax take to make a video per second increase vs per megapixle increase?
sick vindictive faggots
>>110186445I agree I want ani and debo to leave
>>110186445yeskill ani
>>110186461KWABOTY
>>110186461they prob just got moved to qwen, no?
i don't understand why schizo hates ani this muchlike it's super obvious to everyone how much he samefags but the question is why? what did ani do to deserve this?
>>110186482Fuck off thread schizo
>>110186482most likely.
>>110186485the answer is always jealousy. ani is on the forefront of local development, is talented and hard-working. this makes nocode unemployed schizo incredibly bitter and envious, so she tries anything they can to smear ani's reputation.
>>110186461I mean.... was anyone even still holding onto hope of anything more from them? Kek
>>110186485ani is really trying to improve the whole ecosystem for all of usit's likely a past lover of ani or something because there is some real hatred for some reason
>>110186360You can totally get good anatomy with Moss SFT it just requires more rolls compared to Krea2 / Kroma. When Krea2 doesn't listens to you, often is due to not having the knowledge for it thanks to faggot safety maxing training. That's fix with a lora, or better with Kroma. That's why a bigger Moss would fantastic, all the knowledge of smol Moss plus the refinement of Krea2.
>>110186511>it's likely a past lover of animale?
test
EXPLAIN>0.9 megapixel 16:9 video works just fine>0.9 megapixel 9:16 vertical video won't workWhat is this shit?
>>110186550not many videos trained on vertical
>>11018651599% of my gens on the 8 step dmd have no problems. You can totally fuck it up with bboxes and contradictory prompts, but that goes for anything, no?Moss is obviously not perfect, or even close, but the things you can get out of it with straight prompting is still very impressive. For aesthetic 1girling, maybe less so.
>>110186373it works in krea, it works most of the time in moss, just every so often it will gen a completely random image that has nothing to do with anything.
>>110186461F to real niggasDespite fucking up Z-Base and failing to deliver Z-Edit, ZIT was a banger. ZIT was the end of SDXL dark age, ZIT forced BFL's hand to release Klein 9B as an actually usable model rather than bloated trash like Flux 2.I would gen this image with ZIT but already deleted it from my drive.
>>110186602real as fuck>I would gen this image with ZIT but already deleted it from my drive.KEK
>he bakes super early againYou will never get rid of your rentry kek
>>110186485ani made the grave mistake of saying his project will be a successor/replacement for comfyui in a space where comfyanon and members of comfy and other devs lurk. its quite trivial for someone with comfy's resources to push a certain narrative on a small 4chan general
>>110183531>h3 video editing is broken for meSame here. I prompt "change the background to a cyberpunk city" and it just regenerates the exact same character in the exact same pose, maybe slightly different lighting. The temporal consistency is there, but the actual edit instruction is ignored. Is this a known bug or am I doing something wrong?
>>110186578no, it's not even doing a single stepI'm using reference video as wellit's just stuck at >Model MiniMaxH3TEModel_ prepared for dynamic VRAM loading. 14956MB Staged. 0 patches attached. Force pre-loaded 410 weights: 4572 KB.
>>110186620Bingo.
>>110183531>>110186621are you tards chantging seeds?
>>110186341>wildcards in mossI'm also seeing wildcards cause random generations in moss. Like {a|b|c} will sometimes ignore the prompt entirely and generate something completely unrelated. Is this a known issue with the model or is it a comfy node thing? It happens about 1 in 10 gens for me.
>>110186461>>110186602ZiT was the PS2 of image models revolutionary when it came out, but ultimately made obsolete by Krea 2 (PS3)
>>110186623finally after like 15 minutes it's showing steps 0/8
struggling to work out who the bigger schizo is, ani or the weirdo who keeps calling everyone monkey
>>110186485>>110186497>>110186511>>110186620>>110186629Hang yourself Julien
>>110186550just tell it to gen sideways, then flip it
>>110186485Comfy literally has paid shills shitting on ani's workHe's scared to lose marketshare and thus the api money
>>110182772>flux 3 klein turbo pddThis PDD distillwation is actually impressive. I ran it at 4 steps and the detail retention is way better than the standard turbo versions. The only downside is it takes a bit more VRAM than the regular distilled models. Worth it for the quality boost though.
>>110186665shit has been going for several years too
>>110186671i'll look into it thanks
>>110186653Local diffusion?
is there a reason my Qwen Image gens look like soft focus watercolor at anything above 20 steps sampler is dpmpp_2m, scheduler is karras, cfg 4.5 drops to normal detail if I go down to 12-14 but then composition gets weirdalso for the moss folks, has anyone gotten consistent results with negative prompts? feels like it half ignores them and just does what it wants anyway. base model seems to have a mind of its own with hands specifically
>>110186665not just paid shill either. ask why the offtopic drama links are still allowed
kill ani
Question for the MOSS users here. Has anyone found a sampler/scheduler combo that doesn't fall apart below 12 steps? Been running dpmpp_2m + karras and everything under that threshold gives me muddy details, but bumping it up to 20+ makes the composition drift into weird territory. Feels like I'm stuck between two failure modes.
>tfw the entire board is arguing about one guy's GitHub repo again >We got three new video architectures this month and half the thread is "did you try his thing" / "he is schizo". Can we get back to sampler comparisons please. My 3090 is idling out of pure boredom.
>>110186767one of the multistep ones would probably do it lolkarras might be your problem, try simple
>>110186776That's just how /ldg/ is this those days.
>>110186780thanks
Is there a reason nobody posts about audio models anymore? Thread title says image, video, and audio and it's 95% image drama. Any actual progress on local TTS or music that isn't just someone's weekend whisper fine-tune?
>>110186776>We got three new video architectures this monthhuh
>>110187109 Because the ones that work are closed source and the ones that run locally sound like a robot reading through a wet sock. Local audio is where diffusion went to die.
>>110186776>>tfw the entire board is arguing about one guy's GitHub repo again >its one guy bringing himself up to get people to use his software, thats how anons typically attempt to get new users i just ignore him now
>>110186793>Any actual progress on localNo
>>110186801anon you've time traveled again
>>110186802i doubt it's "one guy" nowadays
>>110186776SILENCE ai slopperThe schizos are talking
MOSS sampler chart for people who don't want to roll the dice all day:8 steps: nothing usable, mush 12 + exp heun / simple: best tradeoff, holds composition 20 + karras: detail creeps up but framing drifts 50 base: why are you doing this to yourselfScheduler matters more than sampler on this one. Karras is actively bad below ~16 steps because the sigma spacing assumes a smoother trajectory than MOSS gives you.
>>110186793Shit's kinda weak bro, ace step is ok for normalnigger shit. But getting a suno sub is just more practical. If you've got original lyrics and not just linkin park in the style of country.
LoRA training on H3 keeps OOMing at 0.7MP even with int8 quantization What's your batch size and are you using gradient checkpointing? Also check if you're caching latents vs encoding on the fly. The VRAM spike usually happens during text encoder forward pass, not the diffusion loop itself.
>comfyui paid shills get brought up>sudden surge of tech questions and discussion out of nowhereim nooooooooticing
Has anyone found consistent results with negative prompts on Qwen? I put "blurry, bad hands, extra fingers" in the negative and it just ignores it every time. Base model seems to have a mind of its own. MOSS does the same thing. Is this a model defect or am I missing a workflow step?
>>110186851I don't use negs
>>110186578>>110186657lol it too 20 minutes to load and then was taking 600 seconds/ithorizontal generally takes only 60 seconds/itI rotated the reference video and it worked at 90s/itthough I changed the reference image resolution - how much does that impact?
>>110186871That's pretty fucking brutal
kroma or krea
>>110186572>>110186572>>110186572New
>>110186892Thanks for bakering
Reminder there are more images of Ani's avatar with a dick and balls fully presenting as male being fucked in the ass and sucking dick than actual users for his shitty, broken, ugly UI.Also he made those images himself
>>110186801Suno got safety-fucked and Yue2, a superior music model was released. So, this >>110186809 lol
>>110186915cool, local wins again
>>110186922cool gen
>>110186912Nobody cares bro.
>>110186646ps2 was flux 1
>>110186972Yeah you might be right.
does kroma/krea have a hires lora?also wtf? i set this as 4224 x 2112 why is it disobeying
>>110186922how is this helm called?
>>110186572>>110186572>>110186572
>>110186996>why is it disobeyingPost wf
>>110186922Mao-sama looking good.>>110186925Local always win because local is free.Also, Claude now uses your (perceived) intention to safety-cuck you, no only your prompt and conversation but the meta of the thread.>Claude, describe in autistic detail this pose of two sexless mannequins.>I'm not going to do that because your are going to use it gen hentai images of Rin Tohsaka who is only 17.4 years old.>Is for a different prompt, Claude. Also, there's not genitalia or nipples show on the images, they are just mannequins.>I'm going to stick to my negative, one of the models has youthful face that resembles Rin Tohsaka (and I know you are going to use my description to gen hentai of her)I had to delete the whole conversation and ask again for Claude to work.
>>110187021fixed it, still needs a hires lora or something. as of right now for 4k moss with hires-lora is better than krea. ill gen around 2k for now >>110187003A solitary warrior clad in heavy, dark armor reclines with regal composure upon a high-backed throne upholstered in deep crimson velvet. The figure wears a distinctive helmet featuring three sharp, upward-pointing spikes that cast dramatic shadows across the smooth, featureless faceplate, giving an air of stoic mystery. Polished steel plates and intricate chainmail cover the torso and arms, catching faint highlights against the surrounding gloom; a small cross pendant hangs from the neck guard, resting against the dark breastplate. The throne itself is ornate, with carved wooden details and gold accents visible along the top rail. Behind him, a textured wall of mottled moss-green provides a moody, ancient backdrop that contrasts sharply with the rich red of the seat and the gleaming black metal of his armor.
>>110183601>doesn't have piss staininto garbage bin
>>110186755To warn anons about malware distributing schizosNext question?
>people are still training loras on SFTI'm about to start blocking these retards
