Discussion of Free and Open Source Text-to-Image/Video ModelsPrev: >>107565575https://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/kohya-ss/sd-scriptshttps://github.com/tdrussell/diffusion-pipe>Z Image Turbohttps://huggingface.co/Tongyi-MAI/Z-Image-Turbo>WanXhttps://github.com/Wan-Video/Wan2.2>NetaYumehttps://civitai.com/models/1790792?modelVersionId=2485296https://nieta-art.feishu.cn/wiki/RY3GwpT59icIQlkWXEfcCqIMnQd>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-linkBakery: https://rentry.org/ldgcollage>Neighbors>>>/aco/csdg>>>/b/degen>>>/r/realistic+parody>>>/gif/vdg>>>/d/ddg>>>/e/edg>>>/h/hdg>>>/trash/slop>>>/vt/vtai>>>/u/udg>Local Text>>>/g/lmg>Maintain Thread Qualityhttps://rentry.org/debohttps://rentry.org/animanon
>tfw no cute big titty trad spic gf
>>107570316you forgot the real maintain thread quality post. this is not a real bakethings we know about the lolcow catjak:>half-black amerimutt>on welfare>not a single contribution to anything open source>schizophrenic off their meds>sonic and ben10 diaper scat enthusiast>samefags>uggo slopstyle gilfs>worse than debo>jealous of ani's talent>had been malding for three years straight (and counting!)>falseflags as people he doesn't like>splitbakes>4chan pass abuserhttps://rentry.org/ranniggerplease use non drama bakes from now on nonies, there isn't any other options because mods coddle their little schizo
>>107570382wrong linkhttps://rentry.org/ranfaggotit's hard when this schizo has so many troon names
so is this the real thread or what?
Blessed thread of frenship
cursed spitebake of tranfaggot schizophrenia
also HOLY FUCK the new captcha SUCKS balls.
>the discord schizotrannies are still at it
>>107570424yeah cause that one anon is already seething very hard >>107570455nah let it die
>>107570341too dark i cant see shit stop using that stupid dark lora
Begin the samefaggotry
Regular anon here.>>107570316>https://rentry.org/animanonFor those who are unaware, the real thread is the one with this rentry link.This is the real thread.
Are multigpu nodes fixed yet?
>>107570440This
>>107570500>https://rentry.org/animanon>stuck at 33 stars for almost 4 months now>pretends everyone is using his garbage UIIgnore this clown won't make him go away. Need mod intervention for chronic shitposting.
>>107570500retgular niggerjak
getting fed up of the sameshitdrama here... is there anywhere else somewhat drama free for ai content sharing/discussionalso wtf is this new captcha, its too complicated for my autistic brain, ive failed it 4x in a row typing this shit
>>107570571discord
>>107570382
>another split I'm tired manBan all of these retards please
>>107570571this is every general. every. general. i know the mods are aware of these bad actors.idk why they wont perma ban these 5% of users that make up 90% of the shittiness in this site >>107570595hell nodiscord has inner circle elitism>>107570602yep.
>>107570571He'll tire himself out like last time, get bored and go somewhere else. Though, since yesterday he's been malding pretty hard...
wtf this new capcha is pissing me off.
>>107570674Maybe if we removed the rentry he'd stop. Is it really worth it to keep this stupid link? Who cares
>>107570706not even an inch
>>107570706>just give him what he wants and hell stop This strategy does not work.
just ignore and his seethe will grow quieter and quieter
>>107570706He's upset that no one wants to post in his threads without the links which means it's even more important they stay in. Unless this is some sort of reverse psychology which would be even more interesting.
It's bullshit, but I believe xir
most subtle samefag
>>107570768>random coomcord account says so
>>107570768Literal who
you realize ldg was created because there's the same kind of autistic schizo in sdg right?
i don't even know what is the real thread anymore. I'm lost and confused with the drama faggotry. How shit is chroma just too painfully slow even with a 5090.
>>107570820just use z with a nice 3D lora desu
>>107570820You realize quickly that no one has to spam links to a different thread to get anon to move to it. The ones linking to other threads to get you to stop posting here are trolling
>>107570732>>107570750>>107570756>>107570812kys
>>107570820>How shit is chroma just too painfully slow even with a 5090.what speeds are you getting?
>>107570647whether or not these are paid actors to disrupt local communities or just shameless schizos, the end result is the same, no strong community should ever arise from 4chan as it was decreed. now it becomes clear why jannies don't ban volunteers.
>>107570768the team has been releasing fucking voice models lmao they completely gave up on base LMAO
>>1075709402-3 minuties per gen with hi res fix.
>2-3 minutes>"painfully slow"
>>107571015to be fair it could be much much much worse. especially since thats with hrf.
Isn't it more like 1 minute? But still too slow for me. So much more fun to get feedback on your prompt tweaks in 10 seconds.
Remember when it'd take 10 minutes on the CPU for a 512x512 gen that looked like absolute shit
>>107571034 (me)Oh right, with hiresfix, I can't read.
>can't post when you don't need to solve a captchaClassic. Just buy a pass..!
>>107571090Gm. Sweet sweet tears.
>>107571015anon that isnt bad at all i mean this with no malice
>>107571030i want to enhance the hi res detailed sharpness of the image. using neoforge by the way. is there some sort of list of compatible samplers and schedule types for chroma besides heun + beta.
>>107571150Most of them should work...I remember seeing some XY plots posted for some Chroma versions earlier this year, don't have them though. You can always use a sharpness filter in an image editor.
>mfw wait 15 minutes for chroma base + hiresfix + upscale>wait 2hrs for wan video gens>have no problems with this because I do other things on the side while waiting
In the early days of his arrival here he seemed like a decent person, but that is his veil. In reality he is a parasite and a manipulator. He is so desperately lonely and wanting to be somebody due to life long bullying and mockery that he tries to fit in with whomever he can, and here he cannot be 100% removed like he has been by everyone irl. He has all the traits of a pedo, the fake concern, the "i am your pal, trust me liitle boy". But he just wants to feel dominant over others out of revenge for his "injustices" he has suffered. Even the most normie everyday citizen can feel that vibe eminating from him. #stayedclearIn a natural world of the past he would have died long ago, taken by animals due to his weakness, or killed by another man out of disgust and repulsion of his arrogant behaviours, fake humility and fetishitic desires.But in reality he is just a product of modernity and a useless fleshbag kept alive by the system.The only thing he provides to the world is an example of failure and what not to be like if you wish to achieve anything in life, and an endless source of data for those examining the psychology of the delusional and narcissistic. As such, he's been seething for 331424 months.
>>107571150>i want to enhance the hi res detailed sharpness of the imageI do this by using latent upscale with an aggressive denoise but I don't know the state of Chroma controlnets
WHO THE FUCK SENT THIS RETARD TO LMG, TAKE HIM BACK
>we
>let's shit up lmgalright now that's funny
>>107571217his bot spam isn't enough, he is trying to start shit between threads
>>107571217>>107571247let's hope the jannies on /lmg/ are more serious on those schizos than the ones on /ldg/
>>107571150Use a larger final res.
Is stable diffusion bad? Why does it have its own thread?what's the easiest/best one to use?
>>107571233Nice
Babe wake up the first anime ZiT merge got released!https://civitai.com/models/2229037/luciddreamer-zit
>mergeWHO CARES oh wait, jeets do my bad
does anyone have zit painterly style prompts for crpg portraits? i feel like i can't get it to be painterly enough.this one is>very painterly abstract, high detail, masterful illustration. visible thick brush strokes. visible paint texture. sketchy paint style with very rough edges. realistic character style. gritty.
>>107571306>just add anime!lmoa, wioth base supposedly around the corner, WHY. I want my artist tags
>>107571294it's not bad, /sdg/ and /ldg/ have the same rough purpose but split off. /sdg/ is more of an avatarfag friend club nowadays.
>>107571324Even though it's not the same style you can prompt for specific (very well known) artists like Monet and it'll add a bit more painted aspects. That's the best you'll get without a LoRA.
>>107571306WOW big news friend!
>>107571306holy slop
>>107571306>no information on the training/merging processI despise the """open-source""" local diffusion community.
>>107571354there is no process, its a garbage brownoid slopmix
>>107571354Of course he wouldn't divulge that information it's a shitty merge
>>107571362Then they can list the components that went into the slopmix.
>>107571306Anime brosss??
this "refuge" concern trolling shit reminds me of when 'they' tried getting anons in /adt/ to take refuge in /ldg/. there was a lot of anime slop spammed in /ldg/ at the same time
>>107571364/adt/ has nothing to do with actual tech discussion, discord hugbox circlejerking each other still shilling 2024 era models.
>>107571306looks like pony lol
>>107571397>>107571364But we care anon!
>>107571406no it actually looks like the old nai leak which would be cool if it was still 2023
>>107571306HOLY FUCKING SHIT WE ARE BACK!
>>107571413It's the schizo shitting up this thread, ignore him. See the last rentry in the OP.
>>107571429>>107571435/adt/ has nothing to do with technology or anime.
>shit in his diaper all day while we just have to be in the same room t. the anon whos been shitting his diaper all day
>>107571306Thanks, is it compatible with Comfy's default workflow?
>>107571172>wait 2hrs for wan video gensjeez. I wouldn't even bother
>>107571488>>107571498Let people decide for themselves where they want to post their messages.
>>107571488>>107571498/adt/ is not a technology general, they are still discussing NoobAI and NovelAI
>>107571473NTA but apparently it's a merge from original ZIT, so the Load Model Node should do the same work.
stinky.....
>>107571306Neat
Is it typical for oversensitive zoomers to overcategorize things into different generals? Seems kinda gay to me to have Anime, Stable Diffusion etc all subcategorized.
>>107571574>we never had this issue with /sdg/then go back there and leave us alone. wait you can't you have to shill your shit here after all.
>>107571306>example images don't follow the promptClassic lora shitmix
>>107571657You can go back to your shithole
>>107571644>zoomerswe're all 30+ here let's be real. /sdg/ is a containment zone. /adt/ was created by anons because they wanted a thread only for anime which is fine. people can post anime here too. anyone trying to redirect people to /adt/ is a thread shitter and instigator >>107571666>more terroristic threatsfitting trips
Fuck...Open Julien's attempt at a rentryHe's on the verge of a mental breakdown
>>107571683mh... nyooo
>>107571306It pains me that some shitmix will become the "most popular" version of Z like what happened with XL. Ease of use is unfortunately more important to the average slopper than quality.
>>107571707How did "ran" get you banned btw?
really wish chroma and z-image were good with convenient censorship like illustrious.
if 4chan wasn't so fucking dead we would have had /ai/ for years now alreadyI guess we are still on the trial of /bant/
>>107571695Thats the most retarded rentry "truth bomb" i'va ever seen LOLCOW LMAO
>>107571728It's more complicated than just prompting "convenient censoring" you have to describe what object is covering what part of the body with words preferably sentences. It'll be that way until some chad rapes Z with booru.
>guys guys look how much i samefag and how i get banned all the timemaybe shitting yourself in public would be less humiliating
Remember that /sdg/ was the one who created /adt/ to weaken /ldg/ so their thread wouldn't look so slow. It didn't work for them back then and now they're trying to pull something similar again.
>>107571763>>107571777>>107571798>>107571821>>107571851Weren't you clamoring for "drama free threads"?
ComfyUI is better than AniStudio by every metric.ComfyAnonymous is smarter than Ani.ComfyAnonymous was completely right in distancing himself from Ani,.ComfyUI became successful, becoming the #1 UI for AI inference while Ani has done nothing but seethe all day.ComfyAnonymous is rich, has gotten a cute girlfriend while Ani remains a single loser.
>>107570424I'm currently just looking at the NetaYume links lol. This one is updated properly, the one in the other thread isn't.
you can keep trying but its still not gunna work lilbro
>>107571917>only going to happen when people ignore catjak bakesAnd why would that be? This thread was chill until you showed up, so I think the source of all that drama might be you
>>107571488>>107571498>>107571397Don't know if you're trolling or not, at some point in your life you're going to have to accept that sometimes people don't think the same way you do and are free to post wherever they feel most comfortable.
Known Ani shitposting tactics:-Using a bot to spam old responses to any post-Glazing his shitty UI while shitting on ComfyUI-Glazing other UI's, particularly NeoForge, while shitting on ComfyUI-Creating multiple generals(anime diff, landscape diff,etc)-Creating multiple /ldg/ generals at once-Intentionally giving false/incorrect information whenever someone new asks a question-Spamming images from API models because ComfyUI supported API nodes(old)-Searching Reddit/Youtube to find any posts of literally anyone complaining about comfy and then exaggerating itIf I were Comfy I would file a restraining order against this man. He is mentally ill.
>>107571939no shit dude, stop replying to that fucking retard
>>107571966kys
>>107571966The future of /ldg/ is you humilliating yourself day in day out?
>still trying
>>107571744that's the annoying hard part. Hate overly bloating the prompts positive and negative prompts. these models seriously needs a booru finetune.
>>107571983True, why would you pretend to be a worthless, pedophilic failure of a programmer?
Imagine if this was your "son"I fully understand trani's dad now
>>107572007is he actually a tranny or something? like not a joke?
>>107572011no, only ani is obsessed with shitting on comfyui and tries to turn any discussion into comfy hate. ran doesn't care about comfy
>>107572011>ani hasn't posted in this ANONMYMOUS image board because.... I say soHow are you so sure?>>107572024We don't sign our posts here
>>107572022Nah he killed himself because of him
>>107570316What's the deal with these faggots bitching about the breads? Fuck ran, tranni, troonnffy and d*b0. Avoid these trolls.
>>107571998It eases my disdain for it a bit that I can run an image through JoyCap or whatever and have it give me a bog standard prosemaxxed prompt but I agree it doesn't feel the same. Another benefit is being able to actually specify placement of characters and objects but yeah sometimes I just want to shit out a million varied 1girls like what I'd do with XL.Desu IMO you still can get serviceable gens with just a few sentences or phrases.
Maybe ani is getting too much credit for all the shitposting. What if it's Haoming02, Panchovix, lllyasviel or deepbeepmeep jealous that Comfy is stealing all the attention? i mean its unlikely they post here but im sure comfy has made some enemies along the way to get that big
The schizo already lost the moment he has to spend x1000 more energy and time seething over my humble one post.Basic thermodynamics. I'll keep posting ITT and you'll keep having your melty.I'm willing to coexist with you.
or it could just be some random /sdg/ faggot salty everyone ignores his gens and abandoned that general
>>107572104Winner winner chicken dinner
>>107572104based
We're not using your threads, trani
>>107572174We made it to get away from all of you avatarniggers
>>107572162It'd be interesting if he changed tactics every so often. It's the same projection, samefagging, and trying to convince newfags thing every time.
I think this person acts like an eternal manchild throwing tantrums because he has no real stakes or responsibilities in life to ground them.
>>107572215Since we are on the same page, we can agree that any rentry in the OP calling out an avatarfag is perfectly in line with the spirit of /ldg/, right?
>>107572244It's pointless to try and logic him into submission. Even if you do he'll just ignore and restart his seethe posting. Or he'll continue to reply as if you're "on his side" as evidenced by >>107572237
>>107572230It is normal that he has meltdowns or obsessive behavior, he lacks real adult responsibilities like having kids or a family so he has nothing else to focus his energy on.
>>107570657>exposing the moderationWe've known since the hack that this site is modded by jews and their pet troonoids. It's exactly why they refuse to add poster IDs to threads.
>>107572078I'll use the one that call out d*b0 and traanni and put that tranfag as well. I'll just filter these terms the trolls are using and I'll share them perhaps.
>rentry instructs the reader to filter words like "ranfaggot" and "tran" >which means the rentry authors posts would get hidden because he keeps using those words in his own posts Is he really that retarded? There's no way.
>>107572230This is what happens when a manchild never develops past age 14. No descendents, no legacy, endless impotent rage
did ponyv7 flop
>>107572280if you've read the rentry then you no longer need to see posts mentioning the rentry
>>107572309nothing details threads more than you crying about threads being derailed just shut the fuck up
>>107572312nice
>>107572328Lmao. Fuck off
this all started because "anon" couldn't handle everyone accepting ani's rentry but not ran's lol i wonder who'd get upset by this it's a total and complete mystery
>>107572256>we don't have anything related to fags at all in our OPYou must'n be looking very hard, because I got a thousand examples that say otherwise>>107572328Didn't you just say no avatartranny belongs here?
>>107572281Someone with actual shit to do doesn't have time for long seethe sessions.
>>107572327thanks>>107572337>>107572362thanks
>>107572362What if it was anotger anon's gen and you just shat on it?How does that help your cause?
is this the local diffusion thread? to discuss local image generation?
>>107572380Ok, so it doesn't matter if we keep the debo rentry, right?
>>107572390A new lora? If so, which artist? Still training chroma?
>>107572432Why? As we've established, we've had them in the OP for more than 1000 threads and I don't see a reason to remove themWe can add the one you keep linking, but i see no rationale for removing any
Imagine how good his wrapper would be if he spent all this time working on it instead of seething in this blessed thread
>>107572309Fuck you both comfy and trani are obnoxious as fuck, lurk more you faggot, kill yourself, bring this ran with yourself to the rope.
The shitposter and splitbaker are paid by Xi to destroy this thread because anons came close to discovering the truth about Chinese Culture. Notice how all the previous anons warning us have all disappeared? I'll probably disappear next but I wanted to get the truth out there regardless.
>>107572467You are the one removing traditional /ldg/ rentries warning about avatartrannies from the thread OPs
>5 days seething>5 days since trani started committing againnooooticing
Based Jannies
>>107572461It would still be dogshit, le's be honest
mods=gods
>>107572491give him a few moments hell be back to trolling in no time and pretending like his boogey man was the one who got banned and not him. hell also pretend like no one saw what just happened.
>>107572414I have opted out from this experience>>107572425>A new lora? If so, which artist? Still training chroma?Artist mix with large regularization dataset (which i run at 0.4 loss weight). Still training Chroma, waiting for Z base like many others.
>there were actually retards itt who said we'd be getting a hentai loli finetune by based china for freelocalkeks really are impressionable sheep. but that's expected given the demographics
Hoooraaay for unpaid work!!! Fuck trani, comfy, debo, ran and pw!!!
Oh wow he was the one sperging about /adt/So much for wanting no drama
Seriously, what the fuck are we doing now? Can we stop the nonsense splitting? We have 3+ diffusion generals because of these tards
>ctrl+f [Deleted]>71
>>107572507>large regularization dataset This is to aid with generalization, right? >which i run at 0.4 loss weightIs this a setting I can find in any trainer? Or which one are you using? Sorry for so many noob questions. >waiting for Z base like many others.I would too but the small size and speed of Z Turbo is too tantalizing to wait for Base. And since I'm only doing little artist LoRAs I'm okay for now with just turbo.
Bizarre, so this schizo was the one who wanted to create enmity between /adt/ and /ldg/.
>samefags to drag another general into his melty>gets ignored>starts shitting on comfy for no reason>gets ignored>gets bannedThat's our Trani!https://desuarchive.org/g/search/tnum/107565204/deleted/deleted/
>>107572507>>107572544>>which i run at 0.4 loss weight >Is this a setting I can find in any trainer? Or which one are you using? Nevermind this question, I realize how one would do this.
>>107572525once you become based enough you are able to recognize and dodge the bullshit bakes like its the matrix
>>107572544Yeah. It will counter overfitting really well. Let's say you have dataset that has mostly light sepia hue. Training will almost always force that same coloring even without prompting. But when you add regularization dataset to training that has different colors, shapes, etc. the lora will be more flexible. That being said: it doesn't always work. I'm using OneTrainer for Chroma atm
>>107572647Do you generate the regularization dataset or do you grab an assortment of random real images? Ty for answering my questions anon
Question, how did you get the schizo banned, was it a mod who happened to be lurking or did multiple anons report him? what report category would you even use for something like this?"
>>107572562Its the same fucker that was shitting up/adt/ as I mentioned earlier. Notice how the seethe reply got deleted as well>>107571379
>>107572714I dunno but I reported one of his posts for instigating a flame war
>>107572700It's pretty much 50/50 mix. I alter it so it mirrors lora dataset. For example: if lora dataset is mostly dark/black backgrounds, I put extra images with white, colorful etc backgrounds to regularization dataset. It could be complete make belief bullshit but it has worked for now.
unironically what are the odds that the pre train z base gets released
>>107572739Why would they?
>>107572746because they realize they cant compete with cloud without additional robust pipelines also every other sentence in the paper reads like "we are doing XYZ in an effort to foster the open source community" but i think my first point is more convincing
>>107572714reporting worksschizo posters tell you it doesn't so you don't
So I got a 5070ti and now a1111 doesn't work, saying the model failed to load. I've been doing some googling and apparently I need to update python or pytorch. I'm a retard and don't know what that means. I kept googling and there's a million different methods people are talking about from months to a year ago. Is there a settled method to get 50 cards to work with a1111 now?
>>10757281550 series cards only work with python 3.11 I think. At least that's the only version I'm able to use.
>>107572815>a1111let it go bro, it's dead
Got inspired by lyricposting anon.
so now what happens?
>>107572882NovelAI v3 gets released and local anime can finally advance with more SDCL
>>107572815https://github.com/Haoming02/sd-webui-forge-classic/tree/neo
>>107572503took longer than expected desu
>>107572647never give lora advice you piece of shit your images look like sloppy diarrhea
>>107573117It's sad bro seeing you seething against an entire general, you are not trolling, not schizoposting, only being pathetic, you're pitiful
>107573055Oh look, he's back already from his ban
>>107573055What wrong with the rentries?We already established they're an /ldg/ tradition, and you've given zero reason to remove them
>>107573055>complaining about the moderation staffThat's our Julien!
>specsNeoForge12 GB VRAM32 GB RAM.>contextI want a two pass workflow.First pass txt2img Checkpoint A.Second pass HiRes Fix Checkpoint B.>behavior:Load Checkpoint A, generate txt2img,Load Checkpoint B, generate HiRes Fix.When I gen a new image, Checkpoint B unloads and Checkpoint A loads again causing slowdowns from model reloading.>helpIs there a way to keep both checkpoints loaded so they don't reload every time?
>>107573470Not with 12 GB of VRAM.
>>107573470Man we have fucking LLMs asking for advice these days here.
>>107573501Thanks, so normal RAM is not used in this process, thanks.
There seems to be non-zero amount of work going on for Z-Image nunchaku:https://github.com/nunchaku-tech/nunchaku/pull/815I know it's not the model everyone needs and wants (Wan 2.2, which is unlikely to happen at this point), but nice to see that nuchaku isn't completely dead dead.Hopefully Spooknik also manages to figure out his unofficial chroma nunchaku implementation.
>>107573504No, I'm putting it as schematically as possible so as not to waste the time of the anon who wants to help me.
>>107573470Use comfy
heh
cozy bread
PSA: After testing it out with the same dataset and other settings, ALWAYS TRAIN YOUR LORA AT RESOLUTION OF YOUR DATASET IMAGES DO NOT DOWNSCALE YOU WILL LOSE A LOT OF DETAILS AND IT WONT GENERALIZE MUCH BETTER.
>>107574089dont most trainer programs auto scale images to whatever res the model works with anyway
>>107574208ai toolkit for zimage has 512 768 1024 enabled by default no matter what
https://github.com/microsoft/TRELLIS.2https://github.com/microsoft/TRELLIS.2https://github.com/microsoft/TRELLIS.2
>>107574089From someone who has trained a ton of shit, please don't listen to this anon. It entirely depends on what your dataset is, what model, what other training parameters, etc.Benefits of low res training (e.g. 512) vs high res (1024+):1. trains way fucking faster2. inherently more "stable" at learning the overall structure of the images since high-frequency details don't dominate3. can often get away with using a shittier dataset since things like JPEG artifacts, AI upscaling artifacts (if your dataset has them) aren't as prominent4. the model might work best at 512 anyway (Chroma-Base)If you have a very high quality dataset and are willing to wait longer, mixed 512/1024 is probably best. Otherwise, always default to 512 only, at least at first.
>>107574470wow china strikes yet again
>>107574491How do you enable multi res training?
>>107574510>wow china strikes yet againhttps://www.reddit.com/r/StableDiffusion/comments/1podq9a/trellis_2_just_dropped/>From my experience so far, it can't compete with Hunyuan 3.0, butAIEEEE
>>107574524Depends on your training script of choice, I use Diffusion Pipe and there the resolutions are a list, you have have multiple in the config file, and it will scale your images to each one.
>>107574526> author={Xiang, Jianfeng and Chen, Xiaoxue and Xu, Sicheng and Wang, Ruicheng and Lv, Zelong and Deng, Yu and Zhu, Hongyuan and Dong, Yue and Zhao, Hao and Yuan, Nicholas Jing and Yang, Jiaolong}
i ensure all my training images are at least 2K pixels on either side and dont worry about anything else
>>107574491i doubt you trained the same model with same dataset and params with the exception of one being mixed 512/1024 vs only 1024some small problems on only some of the images cant be anywhere near tanking the model performance quality to any degree compared to the insane benefit of literally having 4 fucking times more details from training at 1024 restraining at 512 shits on the model details no matter your dataset, since all models are tuned to generate at more than only 512x512try remaking your lora that you already trained on mixed res with only 1024 and see
>>107574526>but>but it gives a nice run for the money for all the other closed-source models.
>>107574564>i doubt you trained the same model with same dataset and params with the exception of one being mixed 512/1024 vs only 1024I have done exactly this.It was a dataset of a niche fetish concept, I got almost all images from a single uploader on ImageFap. Most of the images were already sent through Topaz AI upscaling, leaving weird melty smooth artifacts on them. Unfortunate, but it would be very difficult or impossible to to track down the original low res source of all these hundreds of images.For this particular shitty quality dataset, 512 is so much better than 1024 or mixed res, especially for a model like Chroma. And even for higher quality datasets (like some anime images), it's very hard for me to tell the difference of 512 training vs 1024+. And the 512 is like 4 times faster to train.Obviously if you are training something like a realistic skin texture lora you need high res images. That's why I said it depends on your dataset. But I firmly believe that with modern DiT architecture models, you should default to training at 512.BTW, the "ultra realistic detailed Chroma textures" that everyone seems to love, are almost entirely due to the choice to train at 512 resolution. Nobody seems to understand this, or the reason why.
damn... just realized I've been genning for 10 hours straight but only just 255 images. Chroma is just too slow but addicting because of the dice rolling of high seed variety.
Don't tell me OpenAI has just finetuned Z-image turbo, that would be so fucking funny
drip fed goon
>>107574627i mean if most of the dataset is literally shitted up majorly by bad upscaling then that might be a time where its better to lower the res, but this is an insanely niche case, even most upscaled images are fine, let alone most datasets whose images never got upscaled at all, even then i would just do 768
>>107574654I thought I was going crazy looking at this pic https://xcancel.com/i/status/2000959181717954645 like it had the classic Z grain
>>107574524ai toolkit has boxes you tick for resolutions. I always check 512, 768 and 1024.
>>107574736For zimage especially its best to only use the res your dataset its at since it loses a lot of its details otherwise
>>107574552>>107574736And I use OneTrainer. Everyone on different software