Discussion of Free and Open Source Diffusion ModelsPrev: >>108339013https://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/>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_1girlhttps://tagexplorer.github.io/>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
>mfw Resource news03/11/2026>Reviving ConvNeXt for Efficient Convolutional Diffusion Modelshttps://github.com/star-kwon/FCDM>BinaryAttention: One-Bit QK-Attention for Vision and Diffusion Transformershttps://github.com/EdwardChasel/BinaryAttention>QUSR: Quality-Aware and Uncertainty-Guided Image Super-Resolution Diffusion Modelhttps://github.com/oTvTog/QUSR>InternVL-U: Democratizing Unified Multimodal Models for Understanding, Reasoning, Generation and Editinghttps://github.com/OpenGVLab/InternVL-U>SD Forge Nvidia VFX: VideoSuperRes extension for Forge Neo implementshttps://github.com/Haoming02/sd-forge-nvidia-vfx>Nvidia_RTX_Nodes_ComfyUI: "RTX Video Super Resolution"https://github.com/Comfy-Org/Nvidia_RTX_Nodes_ComfyUI>Gemini Embedding 2: Natively multimodal embedding modelhttps://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-embedding-203/10/2026>HiAR: Efficient Autoregressive Long Video Generation via Hierarchical Denoisinghttps://jacky-hate.github.io/HiAR>Scaling Test-Time Robustness of Vision-Language Models via Self-Critical Inference Frameworkhttps://github.com/KaihuaTang/Self-Critical-Inference-Framework>FVG-PT: Adaptive Foreground View-Guided Prompt Tuning for Vision-Language Modelshttps://github.com/JREion/FVG-PT>Kaleidescope - Index, Search, Invoke Comfyui Workflow https://github.com/svenhimmelvarg/kaleidoscope>App Mode, App Builder, and ComfyHubhttps://blog.comfy.org/p/from-workflow-to-app-introducing03/09/2026>DiffiT: Diffusion Vision Transformers for Image Generationhttps://github.com/nvlabs/diffit>Self-Supervised Flow Matching for Scalable Multi-Modal Synthesishttps://bfl.ai/research/self-flow>MatAnyone 2: Scaling Video Matting via a Learned Quality Evaluatorhttps://pq-yang.github.io/projects/MatAnyone2>Making Training-Free Diffusion Segmentors Scale with the Generative Powerhttps://github.com/Darkbblue/goca
>mfw Research news03/11/2026>Streaming Autoregressive Video Generation via Diagonal Distillationhttps://arxiv.org/abs/2603.09488>Prompt-Driven Color Accessibility Evaluation in Diffusion-based Image Generation Modelshttps://arxiv.org/abs/2603.09832>FrameDiT: Diffusion Transformer with Frame-Level Matrix Attention for Efficient Video Generationhttps://arxiv.org/abs/2603.09721>When to Lock Attention: Training-Free KV Control in Video Diffusionhttps://arxiv.org/abs/2603.09657>SODA: Sensitivity-Oriented Dynamic Acceleration for Diffusion Transformerhttps://arxiv.org/abs/2603.07057>CogBlender: Towards Continuous Cognitive Intervention in Text-to-Image Generationhttps://arxiv.org/abs/2603.09286>Component-Aware Sketch-to-Image Generation Using Self-Attention Encoding and Coordinate-Preserving Fusionhttps://arxiv.org/abs/2603.09484>TIDE: Text-Informed Dynamic Extrapolation with Step-Aware Temperature Control for Diffusion Transformershttps://arxiv.org/abs/2603.08928>RubiCap: Rubric-Guided Reinforcement Learning for Dense Image Captioninghttps://arxiv.org/abs/2603.09160>Prune Redundancy, Preserve Essence: Vision Token Compression in VLMs via Synergistic Importance-Diversityhttps://arxiv.org/abs/2603.09480>The Coupling Within: Flow Matching via Distilled Normalizing Flowshttps://arxiv.org/abs/2603.09014>Training-Free Coverless Multi-Image Steganography with Access Controlhttps://arxiv.org/abs/2603.09390>IntroSVG: Learning from Rendering Feedback for Text-to-SVG Generation via an Introspective Generator-Critic Frameworkhttps://arxiv.org/abs/2603.09312>Evolving Prompt Adaptation for Vision-Language Modelshttps://arxiv.org/abs/2603.09493>Reasoning-Oriented Programming: Chaining Semantic Gadgets to Jailbreak Large Vision Language Modelshttps://arxiv.org/abs/2603.09246>B-DENSE: Branching For Dense Ensemble Network Supervision Efficiencyhttps://arxiv.org/abs/2602.15971
Blessed thread of frenship
>julienbake
new Anima preview dropped. Some people are saying it's worse(?), I dunnohttps://huggingface.co/circlestone-labs/Anima/blob/main/split_files/diffusion_models/anima-preview2.safetensorshttps://civitai.com/models/2458426
>>108347142>>108347152Fuck off spammer and go back to your containment general or get a job thread schizo
>>108347218first you gotta contribute something useful before telling someone to fuck off catjakand no, spamming ugly slop doesnt count
>>108347218Fuck off the news are based
>avatartroons and nameniggers crawl out of their containment general againGrim
>>108347202no its definitely an upgrade from my testing, if russel is here i would suggest going to /hgg/ if he wants impressions
>>108347136Why is AniStudio not in OP? Ani might soon have some investors for the new UI and needs visibility!
>>108347246>>108347246>>108347246Proper bake
>>108347311You took the thumbnail of the collage from here and made a new thread.... for what reason exactly?
>>108347202>the guy who never baked before and shitty classifiers made the model worsegee, who would have guessed?
>>108347307please take your discord drama to the "proper" bake>>108347311
>>108347202and someone dropped this beefier text encoder for anima the other day for better prompt comprehension https://civitai.com/models/2455272/anima-2b-qwen-35-4b-text-encoder
>>108347509most people were saying it was worse or exactly the same. people need to do comparisons otherwise it just has snake oil status
>>108347509>for better prompt comprehensionFunny how none of the examples from the author actually illustrated this supposed "better prompt comprehension"
>>108347547It won't change things that much because the model isn't complete and it is still trained against tags. Token output from 0.6B model is reasonably efficient in this case.Changing encoder won't do that much.
>>108347564again, the author has shitty classifiers and poorly tagged datasets (breast sizes, ass size, penis classification, etc.) it's way too biased to large breasts as an example. The score tags alone should be enough to know he has no idea what he's doing. when the most important part of the model is botched, the rest of the model is. artists is the only thing he got right but it should be at the cost of everything else
>>108347564It's trained on tags, natural language captions, and both mixed.If implemented properly, hypothetically, it should improve NLP quality.A hacky workaround to fit a new TE with great quality without major finetuning may not exist however.
>>108347592>>108347597Okay I was talking out of my ass again.
>>108347592where is your model 35 star
>>108347467? AniStudio should be in OP so more people know about
>>108347636honestly, it's the only project left with any hope if staying focused on open source. comfy amped up the pressure to subscribe to comfy loud and API nodes. feels bad man
>>108347672>only project left with any hopeI asked him to at least make the project work as a server and he couldn't even do that, then started schizoing out about why anyone would even want that.Failed dev.
>>108347672lmao'd, thanks for the laughs!
>>108347693he honestly sounds busy enough as is. why not diy and send in a PR?
>>108347693he's right though, web app shit is cancer
>>108347703ok ill submit a vibecoded pr, but how does he plan on paying me?
>>108347693>>108347703I don't see any open issues on the page about it so I'm calling bullshit
>>108347708>server mode = web appyou're a literal retard
>>108347672Comfy was an open source evangelist for the whole time he lived in /sdg/ and worked on comfyui there. As soon as he got funding dangled in front of him, he now loves paid cloud services.Ani isn't any different. If anything, he's even more for sale than comfy is. These people only have principles when it's convenient.
>>108347724comfy has no incentive for focusing on open source, Ani's licence actually does. there is a difference
>>108347724but comfyui's sass/api is totally optional retard, can you please stop fudding?
>>108347592what the fuck are you talking about>poorly tagged datasetsit's danbooru and gelbooru tags, same as every other anime model. prompt generic 1girl slop with tags only and it gives you an image nearly identical to noob or shitmixes>The score tags alonethese are trained with random dropout and are optional
>>108347731>gpl is worse than 35 stars mixed license garbage with actual proprietary licenseLMAO dude
>>108347703>busyDOING WHAT LOOOOOOL>>108347708Who said anything about it being a web app
>>108347737it's the failed dev making the 35 stars and the apache model (lmao) fudding as usual, ignore.
>>108347672>it's the only project left with any hope if staying focused on open source.wasn't there some snafu with the licensing he was trying to use? or am I remembering some sort of hater-driven fud?
>>108347751what's wrong with LGPL3? Qt uses the same kind of licencing
What problem does Mr. CatJak have with ani even? Explain
>>108347751Is this Compton? Because there's a basketball hoop over the roadway.
>>108347731using it locally or on the cloud is virtually identical, kind of the whole point of this shit.
>>108347751>not welcome>forces himself inrapist mentality
>>108347781you aren't allowed to build local apps off of it like Vidya or include it in proprietary apps unless deployed on a server. this accelerated owning nothing and being unhappy
>>108347672Yeah ani really is a blessingGlad he works so hard for all of us, comfy really is cancer
>>108347794>>108347800No one is going to buy your commercial loicenses lolcow
>>108347703>>108347708>>108347715>>108347765>>108347800you are such a raped worthless retardyou think this samefagging will help you with your begging?
>>108347794hi ani
>>108347786you are not thread arbiter mrcatjakdebo is a good genner and is welcome here
>>108347794what the fuck are you talking about?
>>108347693That's because his software architecture is literal assEverything is hardcoded, decouplong is a foreign concept for him and he needs literal months to fix some texts clipping (in fucking imgui lol)
>>108347830GPL3 basically ensures saas cancer is the only way to profit off of comfyui code which makes saas more saturated. there is no reason for Nvidia, amd, etc to make consumer cards if the only profit is in the cloud. you aren't a cloud cuck, right anon?
>>108347826WrongHe's the literal reason we lost so many anons back in /sdg/ because he can't stop to force himself into every discussionNo wonder anons are tired of him
>>108347852gpl3 only requires you to contribute back if you're actually modifying the softwareretard
He's still going on about licenses
>>108347852Back to lying and smear campaigns again? Lolcow
>>108347509ok now I am a promplet but cursory testing of this seems not good. left is original anima preview with the .6B text encoder. right is with the 4B hack encoder using their recommended settings of alignment ON with 0.5 strength. same exact prompt
>>108347860not if you modify and deploy on your own hardware (server). you are a fucking retard that doesn't understand the saas loophole around GPL3
>>108347865ani is right thoanima is shit because of the license
>>108347877cumfart as well
>>108347826>>108347857>>108347852>>108347877>raped retard is still going
>>108347868so not just a snake oil, it actively makes things worse. thanks for testing anon. extremely disappointed. Tdrussel is new pony dev
Man why are julienbakes always so shit
>>108347874so people would just fork it. i don't see what the issue is.
>>108347874point is you're not required to open source your shit if youre not modifying it, you stupid fucking retard
I've been away for 2 weeks. Any news for ZIT? Any new models?
>>108347898ani is in japan collecting money and you still shit yourself daily i feel sad for you
>>108347927you can't change the licence. it will always be a little bitch for walled garden saas
>>108347758sry I guess I was misremembering>>108347777checkedI think I had an overeager 'basketball hoop' wildcard somewhere in this prompt cuz they popped up everywhere>>108347826ty
>>108347908>It's tdrussels fault that someone else mod for his model doesn't do shit I know this is b8 but anon lol
if this is the kind of meltdown preview causes for ani then i cant wait for it to finish training lmao
>>108347931yeah i'm sure you're proud of the ¥0 you've managed to raise lmaoraped retard
>>108347943what license, the gpl3 open source license? or do you mean the api partnership they have with various closed source models? because yeah, they will remain closed source.
>>108347956he said he was switching in the huggingface discussions right?
just a psa, I have not seen a single person use this guy's apphell, people would rather stick with the gradio shit
>>108347977forge actually works
>>108347969No he said he tried it, didn't feel it was worth it (which is obviously true), and scrapped the experiment
>>108347966I mean any saas provider that uses modified comfy code as it's backend. they don't have to share any modifications because it's deployed on their own hardware for others to use. The API and service is the workaround for commercialization
If you are an investor and some absolute mouthbreathing retard is by chance showing you these threads as proof you should fund his dogshit, don't be afraid to spit on that subhuman wretch
>>108347672AniStudio really should be added to OP
>>108348004as an investor, all I see is people wanting to run stuff locally and comfy cannot monetise this at all
>>108347990and i can use an open source web browser to watch free videos online or locally, or i can pay for netflix. what does the web browser have to do with netflix?
>julien still shitting on the work of "his friend"
What's wrong with Animas license? Noob has the same one.
>>108348041You're going to start the melty all over again
>>108348010That turd crashes all the time, i tried it multiple times on machines which run comfy and all forge variants perfectly fineFix it before you start you shill and smear campaigns?
>>108348033YouTube is a better example. you have to subscribe to YouTube to not be served ads (of course there are workarounds but that's not what YouTube condones). comfycloud will probably do this too for the free tier. also by your own logic comfycloud would be infringing on the GPL3 licence. this is how retarded you are
>>108348041>thank you for training that lora that belongs to me for commercialization anon :)
>AniStudio really should be added to OP
>>108348078it's just pixels retard
>>108348064the web browser isn't youtube. comfyui isn't a model. using the comfyui api partnership as a portal to a paid model is the same as using a free web browser as a portal to youtube, the browser is not youtube, comfyui is not seedance 2.0.
>>108348078with the alternative being saascucked? I would take a /d/ gooner dev any day over sterile "safety". how tf are you even supposed to goon to anima over comfycloud?
>>108348104You can just run it locally anon
>>108348097you are so fucking stupid. the browser isn't an API service. comfyui saas and YouTube is. this is false equivalence
well, anons?
>>108348119and never have access to hardware again because comfy doesn't care about local app demand and consumer hardware for the future of local
>>108348122You can't run YouTube locally you retard.
>>108348104You would support an actual pedophile (not talking about image generation)? Really?
>>108348138you can't run anything locally if you don't have access to hardware. no demand or money for local means no new local hardware
>>108348137Man i'm soooo glad comfy didn't start to work with youYou're a lying piece of shit "anon"
>>108348073Noob had no problem with that though?
>>108348122isn't the saas part of comfyui just the api partnership with paid closed source models?
>>108348140I would like to make whatever I want privately and not have telemetry or service censorship constantly creeping in yeah. I always assume 4chan posters are pedos anyways
>>108348154no commercialization allowed with noob. it's basically agpl
>>108348158>I would like to make whatever I want privatelyGood news: you can with comfy ui :)
>>108348173comfy phones the mothership anon
>>108348150>it's a conspiracy between big comfy and nvidia!
>>108348150>You can't run anything locally if you don't have access to hardware... Then what makes any other "local open-source software" any different? If you don't have the hardware, you can't run anything anyways.This is bait.
Holy meltdownGuess the begging for investors money for a crashing wrapper isn't going well kek
>>108348176you're probably thinking about tranustudio
>>108348166Which is the same with Anima so what's the matter?
>>108348176And there you lie yet againLolcow
>>108348180>>108347794
>>108348197anima is a commercial licence and directly profits off of other people's work, noob is open source only. you really have a hard time understanding this.
>>108347963do they not know artists need @ before their name?
>>108348208>you aren't allowed to fork the comfyui source code and use it locally
>>108348208>aren't allowed to build local apps off of itRestrictions from my local hardware?>aren't allowed to include it in proprietary appsWhy the fuck would I want to do that.Holy fucking shit the Comfy seethe is actually braindead get yourself checked out or better yet end it with a shotgun
>>108348237>hmmm no money is in local so I guess I don't have to make consumer hardware anymore :)
>>108348251anon never wants to upgrade ever again apparently
>>108348222>noob is open source onlylol, lmao evenexplain how civit is using noob loras for paid generations (i.e. commercial use)spoiler alert: they have a commercial licensing agreement with the noob teamthe only difference is anima is being open about it's monetization model while noob has been flying under the radar this whole time
>>108348251so the problem isn't comfyui, it's nivida, and maybe even the power company.electricity don't grow on trees. and if i don't have the hardware to run comfyui... where do i get the hardware to run something else, maybe something anime related?
>>108348267anima is just another saas scam.
>>10834825195% of local is using their gaming gpus as a gaming gpu, with AI being an afterthought
>>108348267>Commercial ProhibitionWe prohibit any form of commercialization, including but not limited to monetization or commercial use of the model, derivative models, or model-generated products.buzz is not a recognized currency. you can pay for buzz but it's not monetization in the traditional sense
>>108348267its easier for him to lie and hope newfrens believe him desu
>>108348300gee, as an investor looking at gaming stocks I would assume everything is going to cloud.
>>108343846thanks for the tipsthis looks really coolhttps://github.com/nisaruj/comfyui-daam
>>108348304yeah man I'm sure civit isn't paying for Flux licensing fees because users are buying buzz with dollars and then paying for images with buzz, which totally isn't monetization, BFL definitely has no problem with this
>>108348317what does that have to do with comfyui?
>>108348317The future is gaming through ComfyCloud powered by API nodes.
>>108348317This literally has nothing to do with the local scene
There is no local scene
>>108347136Why remove the two links at the end of OP that have been there for years? This seems like an attempt at a hostile takeover by a disgruntled poster.
>>108348391appeal to tradition is dumbit should have never been there to begin with, it's off-topic
>>108348375>it does! but only for comfyui.... cuz.. uhhh..... s-shut up!
>>108348405It's clear this thread without them is full of trolling. Obviously they are needed to warn anon against interacting with those two posters who have a history of lowering the thread quality.
>>108348420this reads like>leave those troll off-topic links or I will shit up the threadyou are literal terrorist
Seems like API won and local is forgotten
>>108348430If you have not been lurking for long I could see why you'd think that. But look at posts like >>108347480 and it's clear that the two posters are very upset with being called out for their low quality posting. Which is why the links are there in the first place.
since weve learned that all the anima and comfy fudding comes from ani what happens now?
>>108348444you are a worthless raped retard, trani
>>108348405>off-topichow? one is a dev and the other is a poster of these threads
>>108348482Ani said he doesn't want the links in OP because the one about him calls out his trolling so why would he post something like >>108348444 ?
>>108348494>worthless raped retard said babble no one cares aboutcool, and?
>>108348506what are you so upset about? this sounds personal for you
>>108348506>no one cares aboutObviously the OP of this thread does since he's been trying to keep them out of the bake for so long.
>raped for those who havent paid attention this is another insult originally hurled at ani that he is now using against posts calling him out. like the "self soothing" line.
>>108348512>>108348525you are such a subhuman raped retardno matter how much you grovel and beg to old japanese salarymen, you are not getting a single cent in funding
>>108348535Are you unable to follow replies? Those posts are calling him out.
Someone update me on the lore. What did Comfy do, why is he so buck broken over him? They were posting as friends a year or two ago, what happened?
>>108348551>what happenedcomfy realized its a bad idea to associate with him and hes been seething about being excluded ever since
>>108348544ah, my mistakeposts starting with "trani said" are usually dogshit posted by the raped retard itself
>>108348551>What did Comfy doOffered a million dollar grant unironically to a local tuner who can prove he's worth it
>>108348562So he got dumped. Thanks anon.So that's why he's eternally seething at anything Comfy related, which is interesting to watch but sad to realize really
>>108348485It's off topic because he doesn't like them
>debo raped me>let me shit up /ldg/many such cases
New anima is better, better text and prompt understanding, I couldn't do this much text with the first version
>>108348661>debo He's one of the posters shitting up ldg though?
Yeah, I'm thinking this new version is based.Tag strength has changed though but other than that model is solid
New anima link please? I need to bully /adt/Can do text? Can i put 'fuck /adt/?'
New lonk sirs adt must be bullied uh ohhhhhh
N*gbo and julien would be *such* good kiwis to farm...
>>108348721There's pretty much zero actual activity from debo for almost last two years. The only things he's verifiably doing are news anchor and shitty gens, you can't just attribute all the anonymous shitposting to him. The other guy though... yeah, it's really bad
Sirrrs i need bully adt pass link pleasee
>>108348736If you are so naive that you believe some only post while attaching their gens and never anon post then I suppose. Kek.
>>108348749Anon, read the second sentence>verifiably
>>108348736He still shits up threadsAnd yeah /ldg/ being so popular no one wants to hang with him anymore somewhat buck broke him
>>108348677nah, I typically only post a few times per thread and always attach an image. I'm not into all the drama posting you guys get up to.>>108348736>he only things he's verifiably doing are news anchor and shitty genscorrect. but his whole worldview revolves around me and/or being ani being behind every anon post
There's more debo posting by debo-hater on /ldg/ than actual debo posting in /sdg/ and /ldg/ combined.
>i never anon post trying to imagine the kind of poster who believes this
Something I noticed is that some tags when used with text will cause issues.
UHHH OHHHH ADT MUST BE BULLIED LINK PLEASEERR
>>108348780I believe debo. he seems like a nice guy to me, not sure what's your beef with him
>>108348774>me and/or being ani being behind every anon postDo you even realize how often julien tried to throw you under the bus? Sometimes i get the feeling you are really this dense
>>108348788>I believe debo.you must be new
>>108348790ani said he likes debo though. what makes you say this?
>>108347962kek
>>108348785you are genning same ugly shit for 3 years, this could easily be an sd 1.5 gen. how are you so retarded?
>>108348788Him turning sdg into more of a social thread instead of a thread dedicated to image generation is one of the reasons for the creation of ldg
>>108348736here is defending himself lol, he is a parasite
>>108348816How does this bother you anon?
>>108348816>you are genning same ugly shit for 3 yearshes far from the only anon this could describe kek
Trying to dial in the style tags for this model it's differentSpectators can stay in the corner like they always do
>>108348785Like artist tags?
>>108348909conceptsnot all but some
>>108348786that thread is so inconsequential i care little about it if at all
>>>/co/152783789Made a quick comparison of new and old anima. Copy pasting text:Excuse the shitty college with uneven white gaps. So new anima preview version dropped a few hours ago. This is not the awaited final version at all, it's still similarly undertrained with very few high res steps. (So you get stuff like unstable hands again.) If I understand it right, he rolled back to an early epoch and retrained it with different parameters.I re-slopped around two dozen of my earlier gens. So my preliminary impression is that it's better in some aspects, similar in many, and worse in a few. I would say it's a minor upgrade overall though.The backgrounds, while still far from SOTA, seem to have improved a bit. I am also seeing slightly better character knowledge overall. But it still seems to inherit most strengths and weaknesses of the previous model.I personally don't mind him experimenting to see what works and what doesn't before finishing the model.
>>108348235@ works for artists, but underscore breaks the character recognition, which wasn't the case with illust and noob
>>108349033I can't even remember the last time I used underscores. Maybe with the original NAI leak so long ago.
>with distillmaxxing any big company can recreate 90+% of any proprietary modelhehe
any prompt enhancer i could use for LTX2.3 that would work for nsfw prompts too?
>>108349191Just grok it
>>108349226These are NovelAI.
is there any way to try out Anima? any huggingface space or the like?
>>108349258Stop trying to pass off NAI as Anima.
Everything needs more adjustment now, it's cool and expected
>>108349263You could easily compare NAI and Anima 2 right now and produce an interesting analysis, but instead you just complain and do nothing.
>>108349080chaika on the front page :D
>>108349340Why are you SD1.5?
>>108349323Touche.
>>108349255desu its a tiny model that can run on potato hardware
>>108349426anon.... i can't run it
>>108349437cozy
>>108349437>the sfw lite version of You and Me and Her
>ye-pop>Death From Above>A long-exposure photograph taken from a rooftop in Tel Aviv at night. The sky is a chaotic web of golden and white streaks of light. The straight lines of ballistic missiles smashing into the exploding buildings below. The burning city below is iluminated from the fire and explosions. The image is beautiful yet terrifying, focusing on the modern aerial warfare.
>>108349437im.... so sorry anon....
>>108349437you could've saved for a computer instead of buying gay shit
>>108349449kekd also actually a cool gen
>>108349437wretch
>>108349437>eats bread with a spoonbut why
>>108349492the spoon is for the butter
I would say something to him but he's weak and fragile much like his chromosomes
>>108349449
>>108349437I thought anon had to prove at least 15GB VRAM before posting ITT. WTAF.
>>108349312>>108349508pixiv?
>>108349612>mfw
>>108349719zit slop
>>108349790klein slop
>2026>Illustrious still the best 2d modelbreh
Trellis 2
>>108349808rude
>>108350121are any of these 3d img to 3d model things actually not shit especially local yet.hunyuan was good but online only
>>108350136Define not shit. None of the current 3D generators local or saas will output anything usable by anyone with even the lowest standards of quality without some serious retopology and retexturing.
>>108349209grok refused too, kek
>>108350165i'd accept 3d printable with only minor editing, inner topology doesn't matter for that as you can just fill internally
>>108350259I know nothing about 3D printing so I can't comment.
>>108349885It just works.
>>108350259for 3d printing or using it to bake maps it would be fine. but none of the shit i've seen so far is even close to being in the realm of a production ready assets unless you are jeetmaxxing static objects in unreal with nanite. on the flip side retopologizing and uv mapping are trivial tasks so getting something like that boot into a production pipeline would be 30-60 minutes of work at most.
>>108350320>retopologizing and uv mapping are trivial tasksDepends on the object and how much you are willing to let slide. Like the boot for example. Many of the plates should be broken into separate objects, straps removed entirely and replaced with sensible geometry etc. The real nightmare of AI generated meshes is figuring out exactly where one part starts and where one part ends, which sounds easy, but it's not when you're trying to scoop each section out of an overly complex and layered mesh and then trying to make clean separated topology out of that is a bit of a nightmare.If you just want to hit "Z remesh lol" and find a place to hide the seams, that's a different story, but your model will look shit for it.
its so kino, sdxl could never
>>108350354very true, and look at the faceting on the toe of the boot or the nonsensical ornate detailing. you would end up spending more time fixing the high poly mesh than just making it from scratch. but i do see potential for 3d stuff in the future.
Regarding Anima:I'm a casual anime fan and these models are tricky for me. When I prompt Dragon Ball Z \(series\), Sailor Moon \(series\), or Naruto \(series\), I want the actual anime style tied to the series tag, not some specific illustrator. Can't be getting bland results with characters that barely resemble the show.I want to prompt Dragon Ball and get something that looks like a screen cap, not bland characters with vaguely similar outfits.
>>108350420You could probably extract the shape of the boot some of the details, and get a functional boot model, but it wouldn't really look like the boot afterwards, but inspired by the boot. It's basically a reference at that point.
>>108350473official_style?
>>108350473dragon ball z, official art, toriyama akira \(style\)?
>>108350477yeah i don't think 3d artists have much to worry about at this point. i think the biggest winners at the moment are concept artists, just feed all of your work into a style lora and prompt endless thumbnails for a jumping off point.
>>108350512>>108350496Why do I have to put "official art" in the prompt if I'm already using "Dragon Ball Z" and not "parody"? Why do I need to know the Japanese name for everything? Dragon Ball bro. If I put Dragon Ball, I want to get Dragon Ball, not some DeviantArt gen because muh ilustrator
>>108350501Did you prompt for blue light? If yes I have bad news for ypu and local
>>108350501Looks like an improvement but they need to fix it being 3x slower than SDXL on forge neo.
>>108350569go type in dragon ball z into danbooru, pick some random images and tell me how many are in the official style
>>108350569because those are the actual proper danbooru tags for the concepts you described that the bulk of the models training was on anon
he's fudding, probably doesn't even like DBZ
>>108350473>something that looks like a screen capanime screenshot, 1boy, uzumaki naruto, naruto \(series\), orange pants, orange jacket, black jacket, multicolored jacket, blonde hair, spiky hair, konohagakure symbol, standing, outdoors, holding kunaiWhat is the issue?
>larp called out>goes quiet
>>108350473Adding the "official art" tag might help with that.
>pull the latest comfy>all my workflows are now brokenI am going to lose it, why do they NEVER test their fucking shit
>>108350677aren't you getting a bit old for this?
>pull the latest tr*nist*dio because I'm a faggot>die of HIV because I took 50 pozzed loads the night before
>it doesn't even compile
>>108350700what is wrong with you?
>>108350677Are you using a bunch of custom nodes?
>>108350700>>108350702Both of these are true simultaneously.
>>108350623people use pes: "best quality, recent, newest, score_9, score_8, score_7, highres, hk, 4k" and neg: "sketch, worst quality, bad quality, simple, score_1, score_2, score_3" prompts and wonder why they can't make simple "natural" images kek
>>108350755Truly impressive gen. You are such a genius.
>>108350121codex can do better with modo
>>108350600i think hes just not used to prompting on nonmixed models
>lodestone>circlestone labs Coincidence?
klein is lovely
>>108350840the only models that will give you official style with just the franchise name are SaaS ones like NBP since they were trained more on official art and probably didn't even train on danbooru
>>108350862
>>108350862I think the real power of klein is the ability to train your own A/B outputs with very little overhead.
>>108350862it would be lovely if it wasn't sameface ai slop generator. (and using real face as image reference is cheating)
>>108350862shame that its slopped by default but it is what it is
is there a model i could use to enhance LTX 2.3 i2v nsfw prompt without it saying it can't help because of ethical constraints?
>>108350862Is there an anime version yet?
>>108350931Probably whatever goon tune is popular in /lmg/
>>108350931Why would you need to enhance an i2v prompt? Just describe what you want your subjects to do. But anyway, any abliterated LLM can do that for you.
>>108348816You're not wrong. Anima has better text than SDXL but it seems worse in some other regards. It seems like a waste of time and compute to train this model. The outputs look like the sort of thing you'd see in adt.
>>108350975I was planning on investing in the promising Apaceh2 version of the model but if the general consensus is that its a waste I'll invest elsewhere. Thanks!
What's that custom node that "fixes" anima prompts by removing newlines and white space between commas?
>>108351001use regex retard
>>108351001I seem to recall it's trained to expect spaces after commas.
is ltx2.3 good at nsfw / nudity stuff?
>>108351169same question. not motivated to test this shit
>>108351169obviously not, when a model finally is you will not be able to escape it being posted everywhere
holy fuck. who would've known that from all these performance speedups (spectrum, torch.compile, even sage) fp16_accumulation would be the most harmful to quality.
when ready>>108351283>>108351283>>108351283>>108351283
I need a cozy
