Anon Bakes The Best Loras Edition Discussion and Development of Local Image, Video, and Music ModelsPrevious: >>108982713https://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, & Upscalershttps://civitai.comhttps://civitaiarchive.com/https://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>Zhttps://huggingface.co/Tongyi-MAI/Z-Image>Animahttps://huggingface.co/circlestone-labs/Animahttps://tagexplorer.github.io/https://animadex.net>Qwenhttps://huggingface.co/collections/Qwen/qwen-image>Kleinhttps://huggingface.co/collections/black-forest-labs/flux2>Wanhttps://github.com/Wan-Video/Wan2.2>LTX-2.3https://huggingface.co/collections/Lightricks/ltx-23>Chromahttps://huggingface.co/lodestones/Chroma1-Basehttps://rentry.org/mvu52t46>MiscLocal Model Meta: https://rentry.org/localmodelsmetaShare Metadata: https://catbox.moe | https://litterbox.catbox.moe/Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusionArchive: https://rentry.org/sdg-linkCollage: https://rentry.org/ldgcollage>Neighbors>>>/aco/csdg>>>/b/degen>>>/b/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
Blessed thread of frenship
What "save image" node do i use to carry over metadata to civitai? Default one doesn't do it anymore. I tried one made for that website as well, didn't work.
>>108987193local relies on saas yet censored their model even more than saas. local is a joke, what an embarrassment. and browns got hyped for this slop
Lilbro still seething at local I see
>mfw Resource news06/05/2026>RhymeFlow: Training-Free Acceleration for Video Generation with Asynchronous Denoising Flow Schedulinghttps://simon-dcs.github.io/Website-of-RhymeFlow>Complexity-Balanced Diffusion Splittinghttps://noamissachar.github.io/CBS>Can We Predict The Human Preference For Text-to-Image Content Prior To Generation And Is It Even Useful To Do So?https://github.com/LSU-ATHENA/HPM-Predict>SAM-Flow: Source-Anchored Masked Flow for Training-Free Image Editinghttps://github.com/chwbob/Sam-Flow>Geometry-Aware Dataset Condensation for Diffusion Model Traininghttps://github.com/2018cx/GADC>StoryVideoQA: Scaling Deep Video Understanding with a Large-Scale, Multi-Genre and Auto-Generated Datasethttps://github.com/nercms-mmap/StoryVideoQA>Lightricks to split into two companies as it cuts 75 jobshttps://www.calcalistech.com/ctechnews/article/r1dgjt5gmg>Akium Sampler: Custom k-diffusion sampler for Stable Diffusion Forge / A1111https://github.com/AkiumAI/akium-sampler>When AI builds itself: Our progress toward recursive self-improvement, and its implicationshttps://www.anthropic.com/institute/recursive-self-improvement>U.S. Government Officials In Talks To Acquire Shares In AI giantshttps://www.notus.org/technology/trump-ai-stake-openai06/04/2026>Echo-Infinity: Learning Evolving Memory for Real-Time Infinite Video Generationhttps://echo-team-joy-future-academy-jd.github.io/Echo-Infinity>DetectZoo: A Unified Toolkit for AI-Generated Content Detection Across Text, Audio, and Image Modalitieshttps://github.com/sadjadeb/DetectZoo>ComfyUI KSampler Matrix Labhttps://github.com/btitkin/ComfyUI-KSampler-Matrix-Lab06/03/2026>Ideogram 4.0: Open model at the forefront of designhttps://ideogram.ai/blog/ideogram-4.0>JoyAI-Echo: Pushing the Frontier of Long Audio-Visual Generationhttps://echo-team-joy-future-academy-jd.github.io/Echo-LongVideo-Page
>mfw Research news06/05/2026>Gender Artifacts from Art History to Text-to-Image Generationhttps://arxiv.org/abs/2606.05829>LoomVideo: Unifying Multimodal Inputs into Video Generation and Editinghttps://arxiv.org/abs/2606.06042>Emotion-Aware Image Generation from Korean Diary Text via LLM-based Prompt Translation and LoRA Fine-Tuninghttps://arxiv.org/abs/2606.05816>Diff-CA: Separating Common and Salient Factors with Diffusion Modelshttps://arxiv.org/abs/2606.06120>Video-Rate Streaming Stylization on a Vision-Aware MLLM-Conditioned Edit Diffusion: Asymmetric Batched Inference on a Distilled UNet + MLLM Text Encoderhttps://arxiv.org/abs/2606.05981>The Invisible Hand of Physics: When Video Diffusion Models Know More Than They Showhttps://arxiv.org/abs/2606.05328>V2V-Bench: A Comprehensive Benchmark for Video-to-Video Generation Evaluationhttps://arxiv.org/abs/2606.05665>FontFusion: Enhancing Generative Text in Diffusion Models with Typographic Conditioninghttps://arxiv.org/abs/2606.06066>Amortizing Federated Adaptation: Hypernetwork Driven LoRA for Personalized Foundation Modelshttps://arxiv.org/abs/2606.06154>Where, What, Why, and Importance: Structured Defect Grounding for Text-to-Image Feedbackhttps://arxiv.org/abs/2606.06113>CoFi-UCGen: Coarse-to-Fine Unsupervised Conditional Generation without Label Priorshttps://arxiv.org/abs/2606.05652>Parallel Jacobi Decoding for Fast Autoregressive Image Generationhttps://arxiv.org/abs/2606.05703>Beyond Absolute Scores: Relative Edit-induced Difference for Generalizable Image Aesthetic Assessmenthttps://arxiv.org/abs/2606.05778>ReCache: Learning Budget-Aware Caching Schedules for Diffusion Models via REINFORCEhttps://arxiv.org/abs/2606.06060>Knowledge Distillation for Visual Autoregressive Modelshttps://arxiv.org/abs/2606.06078>Adaptive Tokenisation Via Temporal Redundancy Masking And Latent Inpaintinghttps://arxiv.org/abs/2606.06158
> >108987364> >108987365fuck off
>>108987364>>108987370Why doesn't this offtopic spammer get banned? Useless wall of shit
>>108987382there's nothing more on-topic than the latest happenings in generative AI research and development :)
>as someone who doesnt know anything about VAEs, text encoders, or really image diffusion at all outside of 1girl standing with slopmixes, i dont see why anons prefer to use anima. illustrious works for me.
>>108987437>and based on my lack of knowledge and understanding i will conclude that there is no reason to switch from an ancient model arch
>>108987437we need more finetrooons that will make loras of anima to have actually good composition, details, and backgrounds out of the gate
>>108987523just learn to prompt anon
>>108987562nah the model creators should learn to make a model that doesnt need a novel in order to not generate a white background by default
>>108987726>white background in the negs >[color] background in the posa novel?
>>108987726Have you tried prompting for the background?
>>108987726>creatorsIt's just a single guy who trained it.
>>108987726Are you not accustomed to prompting on raw finetunes?
its called i do a little bit of prompting my waifus as fat, overweight, huge tits, saggy tits, big belly,
>>108987777Just two more and we'll oneshot Emerald Weapon
>>108987753prompt the major flexing her sweaty muscles, the tank scene from the movie made me hard.
>>108987799>no excessive pubic hair, sweaty embarrassed, male pov, pov hand, belly grab, full face blush, tearing up, eating, cake,you disappoint me, shame on you, phony.
>>108987836oh yeah sorry forgot(excessive pubic hair:1.3),
Does anima not work all that well with boomer prompting? Getting mixed results, I thought that was its main thing.
>>108987857I find that I only need to use NLP when the composition is more than 1girl or if the 1girl pose is complex. But it works fine with only tags, only NLP, or both.
what model can make realistic gens of girls taking horse and dog cocks
>>108987875dall-e works great for that kind of stuff.
>>108987868Dunno man. Tags are fine, I can slop my top down, all fours, doggystyle all day but the moment I try to have the character look over her right shoulder, it just won't do it.
>>108987882
>>108987829>>108987857I like to mix tags and natural language
>>108987893You didn't have to do me like that...
>>108987926DAMN her nipples are rock fucking hard
two can play at the rock hard nipples game
I have exhausted all coom potential of klein 9b and ZIM and all NSFW loras suck ass, it's over for now
>>108987944The major's nipples are always hard in my headcanon.
god i love muscle mommies so much bros
>>108988001Me too buddy.
>>108988018>the pubic hair peek in this oneyou are my certified brother
>>108987884https://danbooru.donmai.us/wiki_pages/looking_back combined with from behind and maybe 1 or two other related tags
>>108987884>>108988036>right shoulder Oh and then for specifically the right side I would include that as NLP >she is looking back over her right shoulder Or something similar
>>108987437>i dont see why anons prefer to use anima. illustrious works for me.because illustrious is effectively dead. anima is more modern and is actively being improved.
No one:Me: Kristi Noem Lora for Anima
>>108988022>you are my certified brothermy fellow pubic hair peekino enjoyer. last one, i don't want to spam.
long dick general
>>108988122more like no dick general, none of the new models can gen dicks
>>108988129>more like no dick general, none of the new models can gen dicksChroma is so full of dicks that you can shut the fuck up forever!
yeah, chroma adds penises to women even when i specifically tell it the woman has a vagina.
>>108988122longest dick general >>108988129skill issue maybe your IRL penis is too tiny
>>108988097>Convenient censorshipimpressive, very nice.
im a noob, how do i get a coherent image. it seems like the gens are happening too fast too they say they take 10 seconds, but it is more like 2.
>>108988129So, you've tried EVERY model under the sun and not one made a penis you were satisfied with? You're either a woman or a mal-adjusted homosexual 1boy, male focus, pp enthusiast.
>>108988182Hi, time traveler.
>>108988188nta but as someone who has been using this since craiyon/dall-e mini the only good dicks are from noobai, everything else is inferior, also the first penis capable model was the first furry fine-tune but I wont remember the name of that
Pride Month. Indeed.
>>108988210>the only good dicks are from noobaiit's all thanks to e621
>>108988129you really should try out the tech before making such a statement shill kek
>>108987364>>108987370thanks!>>108987374>>108987382consider doing kys to yourself
>>108988252Thank you for your valuable opinion thanks-anon.
since you're all experts on penises, how's anima?
I make futas eating their own cum with Anima all the time I don't see what the issue is
>>108988262can it make a futa with a knotted dick?
>>108988251>>108988266kino
i find it odd that anon only thanks the link spammer in this thread when the link spammer also posts in sdg and calls that thread his home why doesnt the thanks poster thank him in the other thread where he belongs?
>>108988268finally someone's asking the real questions, what about futas with horse cocks as well
>>108988189why am i time traveller also halp
>>108988273Uhm.. stop being transphobic ok??
>>108988262>I make futas eating their own cum with Anima all the timelike, eating it with a spoon or straight from the tap? catbox an example, my friend wants to know
>>108988269Drum or die, creep
>>108988296too bad ZIT can't do NSFW, that pic would be perfect if Robocop was surrounded by futa negresses with erections
asking all these questions when you could just learn how2prompt and see for yourself...
>>108988311What did debo mean by this?
Sorry for interrupting the gay parade, how's the turbo lora for Anima? Does it destroy prompt adherence and quality?Has anyone here done comparisons?
>>108988273he was always quite bad at samefagging
I choose my latent upscale in Anima based on the thickness of the lines. 1.75? the lineart is too thin and shitty looking. 1.35? perfect lineart thickness
>>108988356Just generate at that size outright instead of upscaling. Highresfix / upscale second pass has always been a cope for models lacking in the resolution department
ocp installed one feather on his head
>>108988344From what I tried of it, it's shit. I can't fit it into a high quality workflow at all. Its only purpose is to have a trash-generating-workflow where you just spam shitty images.I'm ok with 50 seconds per image on my 3090 RTX. Each image is good quality.
>>108988260its fine, could be better>>108988362its faster to generate at a lower res and upscale what you like than generate at a colossal resolution just to throw it out
New to this space, just got into ComfyUI by following the link in the OP. Which route should I go? Cloud seems like the better option. I want to access the instant full power of cloud models, plus I want the uncensored nature of commercially-viable models that don't have restrictive corporate goyim licensing.I don't see why anyone would go with the local route? Managing versions and custom nodes doesn't sound like an upside, and I have been reading reports about local models becoming even more censored than API. Is the cloud route a good option for someone who is completely new to these threads??
>>108988375I have a good card so that doesn't matter to me. Though if you are a poorfag then I suppose you should practice your patience.
>>108988372I see, I saw some guy saying that the quality loss was minimal but you're saying otherwise from your experience. I'll have to try it myself but it seems to be subjective. 50 seconds per image is rough though but you seem to be fine with it.
>>108988362No, I've done a bunch of blind comparisons and base resolution is still very important to keep low in Anima.I even have a tool for it: https://github.com/rainlizard/ImageBatchCompareFor example just this morning I did a quick comparison with widescreen res:1. 1280x720: 5 votes2. 1368x768: 3 votes3. 1408x792: 2 votes4. 1536x864: 1 votesI've done A LOT of these, so don't read too much into the low vote count here.
>>108988396There's always quality loss with these turbo loras. 50 sec per image is nothing if it's not garbage.
>>108988402Sure whatever but highresfix is quite literally a cope from before models could do 1MP
>>108988411Would you mind posting one of those 50 second gens? I'm genuinely curious to see the output.
>>108988386did you really think this one would get any bites lol
>>108988413Well we're still coping then. The higher base resolution you generate at the worse the image will be.
>>108988414I'm genuinely not going to post one just so you can nitpick every fucking pixel
>>108988402But that comparison doesn't compare 1024px sizes to something like 2000px?
ltx is killhttps://www.calcalistech.com/ctechnews/article/r1dgjt5gmg
>>108988420>The higher base resolution you generate at the worse the image will be.Nah only if you try to gen something at like 5 thousand pixels by 5 thousand or whatever
>>108988434>nahdude I do blind comparison tests with 50 images at a timedo the blind tests yourself then.instead of just being all "nah"faggot
>>108988436Congrats on asserting your subjective opinion as fact I guess
>>108988421Wasn't going to. But sure, you don't have to, hence why I asked nicely. I'll just try it later when I get home and do my own comparisons.
chat, wtf is causing this? it's happening in ComfyUI too.using this Anima model:https://civitai.red/models/941345/hoseki-lustrousmix-anima-v10
>>108988440>"nah"again
>>108988413You realize you can just use upscaling to push it further, right?
what are some magic tags in illustrious to get better scaling on background environment objects?
>>108988444I don't think anima needs shift, or does it?
>>108988449Yeah I'm not stopping you from doing that but the anon who keeps saying it's worse to generate at higher than 1MP outright is just coping with his lowspec card probably
>>108988386Just go with cloud, local is dead. All new local models are censored and the competent teams all moved to API. Comfy Cloud is the future of AI, get a head-start while you can and be ahead of the curve in innovation
>>108988451use anima instead
>>108988444Also do you have the torch compile on? Might fuck with it as well. Also no negatives is only for turbo lora.
>>108988464i dont like anime
>>108988447kek i love that he doesnt weigh the bouncycastle down at all>>108988444no clue your settings look fine, though you should at least use some negative.>>108988458forge neo is set to 3 by default
>>108988444heh trips.anyway, here's the ComfyUI version too
>>108988467then put anime screenshot in the negatives and western comics /(style/) in the positives
>>108988469your gpu is kill
>>108988467it's pretty much capable of what illustrious does, with CGI and 2.5D images.the level of realism is probably on par depending on the lora and checkpoint.
>>108988458idk i usually don't use anima in ForgeNeo but the creator of the lora said they use it, so i tried it. no shift in Comfy tho.>>108988465wouldn't that fuck with other anima models too though? i'm not sure if i have that on.>>108988458i've tried it with negs too
>>108988475lol if it was kill, it wouldn't be able to generate other stuff without problem
>>108988482Torch compile is basically always a net negative. I don't remember that shit ever working for gens.
>comfyui backend >vibecoded native frontend >50 series GPU >base anima >fleshlight >weed>redbull >pizza on the wayThere's nothing better in life mhm
>>108988444>>108988469it's called catastrophic forgetting
>>108988469try er_sde with beta?
>>108988488>fatal backend errorshould've used sdcpp
>>108988468>kek i love that he doesnt weigh the bouncycastle down at allHe is actually bouncing and is shot on camera the moment he is going up thus creating this illusion that you noticed
>>108988496You may be saying that in jest I don't know but I am seriously considering it. What are the pros and cons of switching? And don't bait me with "comfy has no pros and sd.cpp is better at literally everything with zero downsides" because I'll know. I'd have to reimplement a couple of comfy extensions though like negpip and shift scheduling among other things. I haven't looked at how difficult that would be.
>>108988479i havent seen examples of this, i just see anime screencap tier shit
>>108988492oh no that does sound serious
>>108988510>i havent seen examples of thisBecause 2.5d fags don't care enough to learn new things. I've never seen an interesting 2.5d gen but I'm sure they exist
>>108988512Cant remember what ure talking about
>>108988510https://civitai.red/search/models?baseModel=Anima&modelType=Checkpoint&sortBy=models_v9%3AcreatedAt%3Adescrandom checkpoints I clicked that I have no idea if they're good or not:https://civitai.red/models/2645333/photanimahttps://civitai.red/models/2674046/cosmos-predict2-anima-architecturehttps://civitai.red/models/2671085/realcosplayandanimeand3d-all-in-one-animabasehttps://civitai.red/models/2665672/hot-xxx-realistic-anima-mix-turbo-8-stepshttps://civitai.red/models/2661133/realanianimagmrhttps://civitai.red/models/2656081/jrdanimafusionhttps://civitai.red/models/2646620/reanima
1 girl, ohxo woman
so whens the next driver, torch, or whatever update thatll fuck up the determinism of my outputs
>>108988530Please do not use woman, use 187_xcynt like I tagged
>give grok a bunch of reference images for clothing>tell it i want sluttier versions of these pls create dynamic prompt for me>copy pasteits rly that easytoo bad i dunno how to do grids on comfy like i would have set default on the old webui
>>108988520are you implying anime screencap tier gens are new things?
>>108988554Imagine pressing button instead doing 12h tranny gooning session
>>108988554>grokbetter off using a turbo shitquant of gemma4e4b or something
>>108988559No I'm implying anon is a retard
>>108988527ty for taking the time butnot seeing any examples of 2.5 being better here
>>108988496no ones gunna use your imgui wrapper, fag
>>108988492>catastrophic forgettingisn't that part of training though? the model works for other people without a problem>>108988495i did, same shit>>108988487ok yea i'm not using that, had to look it up
>>108988585>isn't that part of training though? the model works for other people without a problemignore that anon he's joking
Have you guys noticed how few models can do boogers
>>108988509pros: updating probably won't blow everything upcons: no snake oils
>>108988585you are using some finetune slopmerge so you tell me
whats wrong with slopmerges? you gen 1girl and cum, whats the big deal? is everybody here just sniffing their own farts? all i see is 1girl, standing so its not like you're all doing much in terms of creativity
>>108988672What if you smell own farts and then cum without 1girl
>>108988682wut duh
>>108988682being able to cum from farting sounds like it should be a sin, post your most recent gen or you're larping
>>108988635That's a very unconvincing argument kek. I guess I'll stay with Comfy for now.
Prompt: Dark background with a text in the middle that says: "Image blocked by safety filter".
>>108988469one of Circlestone's bespoke safety mechanisms (pre-determined weight decay), simply redownload the .safetensors
All i wanted is a german apartment with a cat who has a Hitler mustache, is this so much to ask???
>>108988766>>108988773how is it possible to be more cucked than BFL? how
>gemini logoCaught you in the middle of the act, motherfucker!
>>108988766And then every tranny kneeled out of disrespect
Anons, my ComfyUI updated and now has this Cloud shit. How do I remove/disable it and boot up into Desktop version only?
>>108988444>>108988469checksum the models
>>108988182>SD1.5 in 2026Bro...>>108988444>>108988469Why use a shitmix for a new model? Did you exhaust everything Anima can do already?
>>108988804I have bad news anon...
Fuck Debian and fuck cuda drivers. But mostly fuck Debian maintainers
>>108988451>better scaling from a SDXL based modelit literally can't
>>108988816Fuck this shit. It doesn't even close in one click. God, why did they do this
>>108988804--disable-api-nodes the launch flag is something like that
>>108988838It's the desktop version so you don't get flags
>>108988804tell me it ain't so...
>click close>get prompted to go backWho thought this is a good design?
>>108988843>desktopI'm sorry for your retardation anon...
>>108988862it's called dark patterns anon. all grifting corpos do them
>>108988870The only dark pattern is the skin color of the pajeet that made it.
>>108988921he probably got a raise
genners block.
>>108988862I feel like there should be captcha for this
>>108988949I'm the dev and that's a great idea. Should give good usage time metrics the telemetry sends back
>>108988818You are just going to have a bad time doing AI shit in Debian.Switch to Arch.
can i run ideogram with 16gb? and has anyone tried using it as a low denoise upscaler?
tfw when details and look of image is exactly how you want except her head is backwards
What's this about cloud, should I be worried?
Are Pony v6 XL or flux.1-dev q6 any good? That's what chatgpt is telling me to download.
>>108989041locals getting ruined so most have moved to cloud since its safer and more stable
>>108989041Nothing to worry about, cloud is welcome here. Just check the ComfyUI link in the OP and you're good to go
comfycloud is such a good name for a companyit just rolls off the tongue and makes me feel nice and warm whenever i read it
*yawn*
skill issue
>>108989074>>108989078>>108989096Holy schizoposting, batman
Where is catjack i want to talk with him
>>108989144Nice
>>108989041Oh I found ypu, hello Catjack!!!
"anon" should lay off the newfren just because hes newer than most and is featured in the faggollage frequently doesnt mean he should be a target i know you are jealous but chill out
ironunderstan
>>108989144fun one
>>108989207Just ignore the schizo and keep poastan
>>108989021It runs on my 12 so I would say yes.No clue about low denoise.
>>108989169>>108989218thx.
do all new models use this score_9/8/7 bullshit?what is it?
>>108989280it's a retarded idea. don't use them
tard wrangling two loras is kinda hard>>108989220>
>>108989280>what is it?use a aesthetic scorer to score the images, add the score to the caption
>>108989197I only want to say hi to catjack, is there anything wrong?
>>108989301>use a aesthetic scorer to score the images, add the score to the captionexplain this for me
>>108989306https://www.youtube.com/watch?v=MO0r930Sn_8
>>108989304but you are catjak the schizo?
helpI have been trying to learn how to use Comfy. Getting various models and trying things out, what the fuck is the difference between all these.
>>108987212>Discussion and Development of Local Image, Video, and Music ModelsPlease, add anime,"Discussion and Development of Local Image, Video, *ANIME*(new) and Music Models" anime website desu.
>>108989359Make sence, will do it next bake. Thanks.
>>108989342Just ask GPT. It's what I do.
>>108989280The best way to learn is to use them and observe the effect on the output. But it's loosely based on Danbooru metrics: the higher the score, the higher the "aesthetic quality".What is "aesthetic quality" in this instance? Think about it as what the average person (read: retard) thinks looks good.
>>108989436>What is "aesthetic quality" in this instance? Think about it as what the average person (read: retard) thinks looks goodkek
>>108989293Have you tried block weighting? Using only some layers of one lora and some other layers of another. It can help sometimes. >>108989284Do you have a better idea of how to control "aesthetics" in the same or similar manner? Clearly it's a useful tool to have even though I don't find myself using them _all_ the time.
>>108989454>Do you have a better idea of how to control "aesthetics" in the same or similar manner?Use artists and styles retard
>>108989280>>108989436No it has fuck all to do with danbooru. That's masterpiece, high quality etc.Pony scores are based on bronyfag's stupid classifier model. That is retarded and raped and he most likely trained it on slop and that's why it gives the glossy shitmix look.
>>108989459Duh... but obviously there's additional benefit (sometimes) to score tags. It sounds like you do not have a better idea.
>>108989466>No it has fuck all to do with danbooru.https://civitai.com/articles/4248/what-is-score9-and-how-to-use-it-in-pony-diffusion>In order to implement our plan we still need a lot of good images (but also many not so good, and some very bad ones). How can we get some? Well for once we can look at various scores/ranks assigned to them on popular boorus to pick some images.He did stick his grubby bronyfag fingers into the pot but only after using the user scores as a base.
>>108989466>that's why it gives the glossy shitmix look.You mean the high scores give the shitmix look. Low scores do not, hence the utility of the idea.
>>108989490The problem is that the scoring was autistically done by ONE person.So the entire score system is biased towards the Pony guy's preference.Hence the year's of slop.
>>108989481Read more. Only for picking training data so in an indirect way.>So, at least we can use the scores to pick some decent distribution of images, now let's go over them and manually rank them in terms of quality,>In case of V6 this number was ~20k manually labeled images.Then he assigns scores based on his arbitrary retarded preferences and trains on that. Anything zoophile > good anything glossy > good anything realistic > shitThe final brony model outputs a score between 1.0 and 0.0 for given images (sometimes above 1.0 that's how well trained it is) and that gets truncated into score_n number.>>108989490Low scores still have their unpredictable own biases. Do not use pony AIDS, even in negatives. It can hurt prompt adherence and stylistic accuracy in most random ways.
And lastly both V6 and V7 uses ancient CLIP garbage to make sense of the image before "calculating" aesthetic quality.That is also another reason why it is shit. Images with serious deformities and logical errors still get very high scores because clip is simply too stupid to catch them.
>>108989280I'm of the opinion that it's a good thing, although those "score" names are shit, basically an AI model SHOULD have 1000 different options for users to configure their "quality settings" in all sorts of various ways. This is user-control, which is a good thing. Because otherwise everyone's generations will look the same.
>>108989515>So the entire score system is biased towards the Pony guy's preference.>Hence the year's of slop.I agree which is why I still find it useful to prompt low scores especially if I'm also using tags like low quality. I completely disagree with his stylistic tastes but I can just prompt for the opposite. Even score_9 is sometimes useful and it's not terribly difficult to elicit the better hands, cleaner lines, etc of higher scores while negging out the slop aspects. Use medium and style tags. >>108989516>Low scores still have their unpredictable own biases.It does introduce and additional vector to wrangle but it's not impossible. >Do not use pony AIDSI'm not advocating for pony AIDs but I do see the core idea as useful, even the current implementation was done by a giant faggot.
>>108989525thankfully anima uses a modern encoder
>>108989565>I do see the core idea as usefulI don't see the point honestly. Just use masterpiece, best quality, low quality, which are based on booru scores with thousands of different people voting so you are minimizing the biases and the noise as much as you reasonably can.>>108989578That's not relevant here. Clip was used while the classifier was being trained. Then anima dataset was scored based on that classifier. It still very indirectly inherits some clip BS when you add score_x to your prompt.
i didn't like the turbo lora 0.2 when i used it at first but after a few days i think i prefer it over 0.1. it still constrains the model (in a good way) but also allows for the artists unique styles/characteristics to manifest
>>108989565>I agree which is why I still find it useful to prompt low scoresYou're not getting it.If one person has control over what's sovl and what isn't, you have a slop based model on one preference.There have been times where I need to not include "masterpiece" or "score" to get the creativity I wanted.Score systems shouldn't exist imo.
score_10000000
>>108989683you need a license for that much power
The new Reve Image 2.0 model is insane, is it available through ComfyCloud yet?
>>108988806fuck you were right. apparently the download didn't complete. i didn't think it would even load.
looks like PiD got fixed in my webui, time to test it out
>>108989876
do i use base anima or wai anima or something else? please dont be rude
>>108989903rope
>>108989903the one you want to use...
>>108989903anon will find a way to seethe post at you regardless of your decision
>>108989902what's that? never seen it in my model
Just use base with the turbo lora.
just use wai illustrious
>>108989903If you don't want to make people here think you are brown use the base obviously.
>>108989903Do you have to ask before you wipe your own ass too?
>mfw git pulled>>108989454>block weightingI read something about that but didn't pay much attention. I'll take a look, thanks.
Okay, Ideogram is okay. I ended up giving it a try after all.It’s slow, but the quality is good.I didn’t get a single filter, even though I specifically tested content that they were likely trying to filter.They could have saved themselves the trouble of damaging the model like that. It’s just a fig leaf so they could say they tried.
>crashed again
pressing the randomize seed button more than once before you gen increases your chances of a win astronomically
yay, PiD works now. but it changes the colors of the image unfortunately
Got a koma gen despite high cfg, not asking for it and having related tags in my negatives as always.It took like 3k gens until I had something like this so I am not exactly complaining.I am guessing the writing style here makes AI think it is some sort of narration for multi-panel event.>Han Juri and Tifa Lockhart are fighting outside. Han Juri has Tifa Lockhart under nelson hold. Tifa is clenching her teeth in anger as she is unable to break free. Han Juri has an evil smirk. One of Juri's eyes is glowing.>>108989990Of course, everyone knows this.
Why we hate latent space now?
>>108990093i just want to be able to edit an image over and over again without the degradation of vae translation
Please, we are adults, the VAE is not to blame in this...
Asking again, why we hate VAE now?>>108990098Works on my machine
you may not troll outside of /b/
https://danbooru.donmai.us/wiki_pages/aliasingunderrated and underused tag
Is this sfw?
>>108990141>no cameltoe>no piss/discharge stain>no pussy hairYou can never 100% know for sure what janny would feel like cleaning up that day, but I would say so.
UH OH! it's weekend! Time for /ldg/ codemonkeys to LARP as renaissance painters again, UH OH!@wlop status?@nixeu status?@kentaro miura status?Saber slopper status?Asuka status?Which sampler gens more fine details? Which Anima version is more aesthetic?Uh oh, we are sensible monkeys! Uh oh!!!! Our weekend masterprices!!!
>>108990137Cool
>>108990180Thanks
>>108990153we'll see...
>ValueError: Unable to compare versions for tqdm>=4.27: need=4.27 found=None.I really need to stop updating this garbage...
cozy bread
>>108990208comfyorg needs a wakeup call and the only way that is going to happen is if they lose a shitton of money and visibility for pulling this shit for too long
why aren't you using wan2gp?
>>108990247for what
>>108990247What does it add over genning wan on Comfy?
Has anybody come across any AceStep Loras?
>>108990430>all the nodes are error codeslol. also no idea bud. sorry
"local diffusion general" is the only phrase anima struggles with
>>108990342it has lots of other models like image and audio gen, it just keeps the old wan name from before branching out. pretty stable, haven't broke anything from git pulling daily
>>108989970is it better than zit?
>>108990450Nah it's bad at text in general. I couldn't get it to write "robot" without a ton of seed gacha.
>>108990450Skill issue or it's rest of your prompt that locks the words out.I have seen it on earlier previews, sometimes it insists on not doing some specific text on some specific prompt. Try paraphrasing, re-ordering your prompt a bit.
>>108990465Well I wish them well. When Comfy reaches the unusable stage of entshittification I would like to have something to switch to.
>>108990471eh with average stuff its fine. often the only flaw is one or two words will be repeated but thats easy to clean. it could always be better though >>108990484yeah its probably something else conflicting
>>108990491this should be gif, cmon do it
isn't it bad for the gpu to keep heating up and cooling down between generations?
>>108990604It exists to be used.Although I power limited my GPU because my fan started to act I am dying loud close to full speed a few months ago.
>>108990598https://desuarchive.org/g/thread/108742222/#q108742585
>>108990615i should do some tinkertrannying with my power settings. i run 100% fans and never go past 60 degrees celcius, but i think i can save a few watts without adding too many seconds to generation time
>>108990604It's bad for your gpu thermal paste
What was the name of that thing A111 had where you could upload an image with a person and it would extract the pose map?
>>108990484what artist is that, i like the abs
>>108990604no. lmao
>>108990656I power limited from 170w to 100w. Coupled with a moderate overclock I go from like 1.6 s/it to 1.7 s/it.The top third of the default power curve is very inefficient.
>>108990671@ponpu \(pumpkinsinclair\)Would recommend checking out his real work too.
>>108990686danke
Which model is best for 3D realism at the moment? I want to experiment.
>>108990697ZIT has the maximum realism, it gets boring after a while though.
>>108990697klein 9b
>>108990697Yes
>>108990706>it gets boring after a while thoughin what way? does it suck with prompt adherence?
>>108990706try ZIM>>108990714no it's simply too rigid
>>108990714No the prompt adherence is decent.It's distilled so training and combining loras are difficult.It also does have its own not too on the nose but still distinct feeling "vibe" that feels repetitive after a few hundred/thousand gens.
>>108990722ZIM doesn't have same level of realism though.
>>108990714it's utterly terrible at nudity. Like it's gimped to the max. You can get nsfw but you sacrifice its realism.
>>108990714you have to prompt for details, it won't naturally make (sensible) stuff up so gens can look plainvery very very little variation between seeds
>>108990729its not the same base as ZIT but not to the point where it can't do "the same level of realism"
>>108990743I didn't say it's strictly incapable of outputting the same degree of realism.But it hasn't been distilled for it the way ZIT has been.The average ZIT gen will have better realism than average ZIM gen.
we're calling ZIB ZIM now?
>>108990754>The average ZIT gen will have better realism than average ZIM gen.And with that, even the best ZiT gen won't come close to the best ZiB gen. I'd rather have ZiB personally. >>108990757Whoopsie
>>108990706>>108990707I conveniently already got these 2 set up for LoRa cooking and tested before Anima came out. Will go back and try a 3D real-ish subject. The new Shift Up game does provide a convenient and motivating subject.
>>108990761I think it's generally settled that zib is less realistic than zit
There’s a paper on ZIT.It says they fine-tuned it in two steps using a small set of high-quality data, which included a lot of celebrities.It’s clear that this comes at the cost of a lot of flexibility. It’s a shitty model if you want to generate anything other than Emma Watson, but it was enough to get all those retards hooked on it. And because retards can’t admit they’re retards, they defend and use that crap.I actually have no problem with that. If I wanted to generate a celeb - which doesn’t interest me - I’d use ZIT too, but I’m a Gooner, so ZIT’s out.
>>108990766It's generally settled that ZiTs poor seed variation makes it "easier" to use, yes.
the song finished generating, now it's time to make the kino
what does the z stand for?
>>108990781no, it's not just seed variance, it's the output generally of zib which is less realistic.that's why people were doing 1st zib pass (for the seed variance) -> 2nd zit pass (for the realism), which I don't really understand. You can use anything for the first zib pass, even anima.
>>108990793Zhōnghuá
>>108990793it stands for nothing, cowardly letter
>>108990780Nothing about this is sus. Pretty much all models have been going through post-training finetuning. That is typically not done on a massive dataset neither, it doesn't need to encompass every concept the model has to learn, that was taught during the training. It just calibrates outputs. It's the distill that gave it both its pros and cons.
>>108990829>>108990829
wan animate still has the best breasts jiggle
>>108990821ZIT isn't just a simple distilled model like the others; read the paper first before you start blabbing about it.ZIT has nothing to do with Base anymore; they distilled it and then fine-tuned it in a specific direction.That's why people were so disappointed with Base - they thought that if ZIT was just a distilled version, Base would be amazing - but it wasn't.(btw me too - I didn't read the paper until after I was disappointed, and I felt misled by the way it was communicated)
>>108990835looks like her tits are constantly floating away from the chest
>Comfy now even slower since I last updatedI guess they're tuning on H300s now with all their cash...>Converted over to Subgraph-tism to clean up my WorkflowMan, there errors are even more worthless and esoteric than the regular unhelpful errors. Even a standard red outline would've been helpful to track down issues quicker than just presenting the ID number and what it wasn't doing.
>>108991380subgraph shit is just buggy, expect more errors.
>>108991380Have you managed to get dip work with random aspect ratios yet?
