Discussion of Free and Open Source Diffusion ModelsPrev: >>108003668https://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#reforgeclassicneoAniStudio: https://github.com/FizzleDorf/AniStudioSD.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>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>NetaYumehttps://huggingface.co/duongve/NetaYume-Lumina-Image-2.0https://nieta-art.feishu.cn/wiki/RZAawlH2ci74qckRLRPc9tOynrb>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
The main innovation of BFL with Flux 1 was the female buttchin, why didn't they add that in their subsequent models?
>>108003345I missed your reply a few threads back drawfag anon but if you're still here, I fed the image at half resolution (3060 12gb cope) into flux klein 4b with a prompt to color and shade it as an anime illustration then fed that output to img2img with cocoStyleNoobaiXL at 0.45 denoise to upscale back to the original res with adetailer to do a second pass on the face using forge classic.
finetune friendly z-image got released so long ago, at least a week, and we still didn't get any big finetune? wtf is going on
>>108006797the new node uses some api bullshit, do you trust them? I dont
>>108006871NTA, I don't and I won't ever use that, but it's optional so who cares if some people do, it doesn't really change anything for me.
>>108006871These nodes.
>Maintain Thread Quality https://rentry.org/debo https://rentry.org/animanon
>>108006871retard not the gemma node, the cfg nodes. Fucking /g btw
>>108006883oh, ill have to test that as well
How many models is lodestone training now?- that one vae less model or whatever- one based on klein 4B I think?- one based on ZIT, I wonder if he's gonna train on ZIB now.
>>108006883I think their defaults are overtuned for lip sync.
>>108006902those 3
>>108006909Is he an oil baron or something?
>>108006914he made ramtorch and apparently is using old servers + a bunch of 4090s. Though apparently he got two rtx 6000 pros as well
>>108006765no ones using your UI lilbro LOL
>hello fellow furs I am making it easy to make diaper fur content>infinite blank cheques roll in to make degen furfag garbageit's always been this way. it's the way of the internet
>>108006921>he made ramtorchIt's apache 2.0 so there is no money to be made there unless it got him some very well paying job as an outcome.
>>108006942No, I mean he made it so he can use a bunch of ram with minimal slow down instead of needing to fit everything on vram. With a high batch size it is only slightly slower.
>>108006941I want more richfags with enough disposable money to fund nsfw finetunes so it's all good anyway lol
>>108006765Be careful anons there is malware in the OP
>>108006948Oh I see.But knowing he used 100k+USD for chroma, even with this method, are these finetunes even that cheap?
I've been consulting with gemini3 pro for two hours now, and it says that an NSFW fine-tune on Klein 9b would be possible with 25k images at 2mp on an 8xh200 cluster in 48 hours, provided I use dozens of tricks such as masked attention for genitals, train the text encoder for 10% and the VAE separately and dozens of other stuff i dont want to explain.I think gemini3pro is “smarter” than all of you, but feel free to add your two cents.
the fact we don't have a full finetune of z-image when the non distilled model has been released shows it's a dead model
>>108006967No, before he just rented H100s but he decided that was unsustainable so that is why he made ramtorch and bought a bunch of 4090s instead
>>108006960comfy has always been malware
>>108006980I guess as long as he continues releasing stuff, it means he can afford it.
>>108006988I think he has a old server + 8 4090s for one setup and 2 6000 pros for another
>>108006972The sota thinking models has generally been more reliable for me, but I don't know how much of that is true.Start a new conversation with the conclusion, and ask it to prove to you with sources if any of what the conclusions are correct (without telling it it's the outcome of another conversation).No context and asking for sources would have it at its smartest.
>>108006997>8 4090s for one setup and 2 6000 prosIf this runs 24/7, the cost in electricity alone would be steep unless he lives in specific areas of the world.
why does comfy always break when i just want to update iti'm so fucking tired of that shitware
>>108007004Nice tip, thanks
>>108006997which adds up, you need about 180GB vram to full tune these 9B ones or so
>shitty collage >3 image posts and 30+ text posts >rentries missing >trannystudio in OP fucking kekd
>>108007018i just updated and it works perfectly fine.122 custom nodeslatest nightlyi think you're too stupid to use comfy. stick to api nodes or something. bleeding edge ai is not for room temperature morons.
>julien
>Maintain Thread Qualityhttps://rentry.org/debohttps://rentry.org/animanon
>>108006984kek
>>108007018I see these posts once in while here, meanwhile I had exactly one problem while probably updating every week or so for 2 years+.And that problem was just me forgetting to update sage attention, torch and a few other dependencies after changing cuda and python versions, so not even comfyui related.I don't know if it's just anons being retarded or if it's genuine botched installations.
Blessed thread of frenship :D
>>108006984Wait what the fuck. That gremlin snuck his shitty UI in the OP. We need a new bake.
stop it with the drama
>>108007083it's literally python just being the fucking worst
>filtered by python holy techlet
kill ani
>>108007123Works perfectly fine on my machine.I can gen at cuda speeds, I can get any model working, I can use loras, and I can make weird exotic ideas work.
Comfy literally has 1 click installers that also install sage / triton. People are just retards
so can someone tell me why ranfaggot just screams into the void for years over a dev that didn't actually do anything to deserve any of this? it's just pathetic and a waste of time. not sure what kind of enjoyment he gets out of it anymore when it's his own reputation being tanked into oblivion
i wonder if any newfags will fall for that post
>AniStudio in OPPlease just fucking kill yourself already
LTX2 is MUCH MUCH better with the new nodes.https://files.catbox.moe/r1z356.jsonBut its also a lot slower. It really is just wan2.2 with audio now but its smoother cause of the higher fps
>>108007278I can make way longer videos than wan2.2 actually. And no 2 step refiner wf is easier to manage too.Once enough nsfw loras are made for it, I'll definitely migrate to it.
>>108007308it can do BJs about as well as wan2.2 already with the furry all in one + the 'oral' lora + the penis lora
>>108007223you kept asking for it to be included and now you are kicking and screaming it's in. go fuck yourself it's staying now
>>108006765>AniStudioAaaand there it is again. Next baker better flush twice.
Yeah AniStudio stays.
z-image base keeps making creepy weird looking 1girls for me, with all the default settings from their workflow. cant seem to figure out what im doing wrong. anyone pin down the ideal prompting/settings for 1girl nude selfie slop yet?
>>108007370z-image base has been a disappointment for me overall. I seriously don't see the hype for this slow ass model.
>>108006854kek
>>108007328Yeah current wan2.2 is kind of easy to make nsfw with, it's just cumbersome, and slower for me vs ltx2, especially when I want 10-20s clips.Both will probably never have nsfw finetunes so we'll have to play loras.
>>108007370post an example
>>108007344>>108007368Does it support the very expirmental image to image feature yet?
https://huggingface.co/Phr00t/LTX2-Rapid-Merges/blob/main/LTXV-DoEverything-v2.jsonneat workflowhttps://files.catbox.moe/exjarf.mp4
>>108007424People on Le Reddit are definitely Emperor's New Clothesing it a lot. Especially when you could already train great loras on ZIT and ZIB existing doesn't change anything in terms of stackability unless you only inference with ZIB.```A weathered, yellowing parchment menu lies flat on a rustic dark oak table, featuring the handwritten text "Le Petit Bistro" in elegant, flowing black calligraphy at the top. A fresh, dark brown coffee ring stain obscures the bottom right corner next to a silver spoon. Warm, dappled sunlight filters through leaves outside a nearby window, casting intricate lace-like shadows across the paper texture, evoking a nostalgic, cozy, and tactile morning mood.```
>>108007438If you disregard ani and use sd.cpp directly it has img2img.
>>108007444Bro this workflow is super cooked.get one of these:https://huggingface.co/RuneXX/LTX-2-Workflows/tree/main
>>108007446ZIB one looks best
>>108007446>unless you only inference with ZIB.Why would I use ZiT since ZiB has much broader knowledge and isn't double distill locked? It's not that hard to prompt despite what some anon have said.
Anyone have a simple z base wf with upscaling? I don't wanna download a million nodes
this is with the new nodeshttps://files.catbox.moe/u6gse8.mp4https://files.catbox.moe/r1z356.json
>>108007551xixxix on civitai has one for zit that probably works (hes also an ldg kino poster) but i simply generate at the size i want outright
>>108007574do you have a comparison with the old using the same seed?
>>108007574do you have anything good?
>>108007444https://files.catbox.moe/08kz5y.mp4i2v with the 2026 gits motoko promo from today
>>108006642nice
ComfyUI 0.11.1 update, probably mostly for Grok Imagine.
>>108007574the only new thing is picrel right?
>>108007604FOUR FOUR FIVE FIVE MATCH.
>>108007613looks like there is audio as wellAnd then for ram-lets they put in a free gemma encoder api thing if you dgaf about sending your prompts over api I guess
>>108007629Let's see the next posters.
>>108007580>xixxixSeems based, thanks I'll check it out
qwen models still need some better seed diversity value.
>>108007551I tried simply going x2 resolution using SeedVR2 Tiling Upscaler and it works pretty well.
>>108007601>>108007633API NODES OMG!!!! THANK YOU FOR THE API NODES FOR THE LOCAL GENERAL!!!! GREAT POST! WE NEED MORE API NEWS IN THE LOCAL THREAD!!!!
>>108007594kekhttps://files.catbox.moe/25gyms.mp4
>>108007551
uh oh melty
>>108007446Man, Turbo phoned that one in.
>>108007658holy shit, it didn't botch the pronunciation.https://files.catbox.moe/tvxm56.mp4
```Clownshark Batwing```
>>108007675>140 KB, 448x192
>>108007721cool. now try 9B dumbass.
>>108007721zisters, our response?>>108007744low res kinosthetics
is there a reasonable way in comfyui to generate one or more images up to like 5-10 steps, output them to view what they look like so far, and then choose whether or not to continue generating for more steps? this would be incredibly helpful for how slow z image base is for me. better yet, is there some way to do this but then do the last few steps with z image turbo? i feel like maybe itd do a good enough job getting the crisp details up to par while maintaining the better variety from the base models first however many steps. this shits just so slow its taking me forever to work out good prompts
>>108007756I mean it's pretty funny too, IDK why you'd expect it to be in that comparison exactly though
>>108007780there is a way but it won't be reasonable
>>108007791crying and pissing myself. does no one have premade workflows for this kind of thing? struggling to figure out how to describe that in a google search
>>108007806use a tae for previews
my lora baked on base running on turbo doesn't work at all
https://files.catbox.moe/ywomcm.mp4
Clownshark Batwing but in Chinese, all models```小丑鲨蝙蝠翼```
>>108007783>>108007721I’ve got this burning question and it has to do with clown shark. Why does every generation using clownshark insist on the generation being about or mentioning clownshark? I see it on the banadoko discord, now I see it here. It gives off massive crypto cult vibes. Is there a reason behind it?
>>108007923it's a funny word to use and that's it
>>108007757>zisters, our response?Zib sucks. It's time to stop coping.
>>108007721klein has MUCH better prompt following
>>108007874it's almost like the "base" model we got isn't even an ancestor model of turbo. crazy, right?
>>108007932yeah clearly zib is even worse than the first release of stable diffusion way back then, such a failureno one even did any finetune since release, it should show how shitty it is
>>108007917I want to watch JLOR's movie he looks like a cool dude
>>108007941It fucking better, with how much longer its text encoding takes when both are Qwen 3-4b based.
>>108007874Raise the strength to ~2
>klein released before Z >currently more Z loras than klein k sisters......
>>108007969Klein often turns panties into shorts and wants to spontanously cover women's exposed skin.
>>108007976>panties into shortsand mini skirts to shorts too, it's kind of funny
>>108007923Clownshark Batwing is the username of the dude who makes the widely used RES4LYF node pack. He's a nice guy. The `bong_tangent` sampler is named that because he's from the UK. So IDK, it's just funny I guess. I'm not sure what you mean by "mentioning it".
>>108007969huh? there was already a ton of ZIT loras because it's been out forever. The Z Image Base ones on CivitAI look identical or worse than what already existed.
>>108007969It's a bitch to train
give me your lewdest z-image prompt
>>108007969people were training on z turbo and so it already had support anyways everywhere. People had to wait for klien support and now I'm waiting for lonestones
>>108008011big black willy
>>108008011Sexy sexual sexy sex of sexy sex with sexual sexy sex in a sexy pose with sexy.
>>108007864yes
Currently trying to set up ComfyUI for AMD on Arch. I plan to use this docker container. https://github.com/YanWenKun/ComfyUI-Docker/tree/main/rocmHowever, I am unsure if I need to install rOCM on my install although it states that the rOCM packages are included in the container. If so, I have no idea what packages I need to install. I checked the Arch Wiki and the AMD website, but the AMD website was geared more towards Debian derivatives, and the info on the Arch Wiki seemed obtuse. Likewise, there was some stuff on OpenCL, but anons on the archives stated that OpenCL was a shit. Is there anything that I need to do that are not included in the install instructions?
>>108007721>>108007917Can you do a comparison of how they all handle multiple subjects? Like a group photo of 3 subjects each with specified characteristics eg "girl on the left with red hair and green eyes wearing business suit and glasses" etc.
A medium shot, high-angle selfie of a handsome, muscular man with a defined athletic physique, including visible abdominal muscles and broad shoulders. He is wearing intricate black lace lingerie, consisting of a delicate bralette and matching high-waisted briefs with sheer floral patterns. The man is holding a sleek black smartphone in his right hand, angled toward a large, ornate gold-framed wall mirror to capture his reflection. He has a confident expression, short groomed hair, and slight stubble. The setting is a luxurious, dimly lit bedroom with velvet emerald green curtains in the background and soft, warm ambient light from a bedside lamp casting gentle shadows that define his muscle contours. The texture of the skin is realistic with subtle pores and highlights, contrasting against the fine, web-like texture of the black lace. The composition follows the reflection in the mirror, showing both the man's side profile and his front view in the glass.
>>108008130lol, please tell me this is like what happens sometimes on huggingface where retards post prompts on github comments thinking its a fucking generation service
z image absolutely flopped and majority of users are turning to nano banana instead. what a terrible year for local so far
https://files.catbox.moe/9h0l2a.mp4
>>108008140was meant for >>108008011
>>108008143Wait nano banana can do tentacle hentai now?!!
>>108008144workflow with interpolation, seems pretty goodhttps://huggingface.co/Phr00t/LTX2-Rapid-Merges/blob/main/LTXV-DoEverything-v2.json
>>108008155z-image can do tentacle hentai?
>>108008143Really? Not even mentioning /adt/, that general used to be busy, but rumors says that at the end of the year people left for better quality anime generals and never returned. Now they're having 6 days long threads.
>>108006765Hep, how do I into outpainting. This shit is so ass.
>>108008143yeah it's so bad people are going back in droves to sd1.5
>>108008039Come on, fuckers. I want to generate something to wank off to.
>>108008227me three
>>108008227I would help you as a fellow fapanon but I only have nvidia cards sorry
2026 and we still don't have a base model that's comparable to first week DALLE 3. It's so over for local.In all honesty, it's incredible how much time has passed and people still don't understand why normalkeks run to NB and GPT Image. It's kinda humiliating desu.And to the anon who is gonna ask the obvious, make PC part prices down and people will finetune it.
>>108008130slop prompt
Biggest flopps of early 2026:ZiB/adt/What else?
>>108008238you
>>108008238my big floppy willy
>>108008250based
>ironic shitpost spam
>>108008130Tried it on SD 3.5 Medium lol
>Z image and kucks klein are basically sd3.5-tierthe absolute state of local
>>108008284Klein 9B Distilled
>>108008292Klein 4B Distilled
>>108008291more like sd1.4
>>108008315ZIB
>>108008329
>>108008334woops this is ZIT obviously
>>108008280prophet
>>108008237true, got the old one instead of the fixed one kek
it seems to me that a good proportion of the posters in these threads are very young and stupid
>>108008374There was a recent influx of newfag which is probably where that comes from. No idea why the influx though.
>>108008039>>108008227I ran the container with podman on cachyos (arch based) and used the anime image workflow example on the welcome page, it ran in 152.74 seconds on an rx 9060xt 16gb power capped at 112w.You shouldn't need to install rocm on the host since it's included in the container.
>>108008024
>>108008334oh my
Anon with connections to finetuners here. It's not looking good. Nobody has outright denied the feasibility of recent models yet, but the air is thick with uncertainty. Z-Image is certainly a letdown compared to what was expected, especially considering the fact that they didn't even release the omni/edit model. The outputs are of poor quality, the generation times exceptionally long, and loras are incredibly unstable.Overall this is looking like another dry year for local. Many are questioning whether local even has a future at all. Hardware prices are going up, models sucks, and finetuners are exiting the scene. This might unironically be the end for local
>>108008397nice bobs thanks it's very sexy sex
>>108008338Nano Banana Pro for good measure
>>108008397Klein 4B one
>/dall-e/ faggot migrated from his containment general to shit up /ldg/sigh...
>>108008411You know who else? For /adt/, fewer and fewer people post there, less and less interaction between anons, and more spam gens as a way to bump rather than because it has any meaning. This might be unironically the end for /adt/.
>>108006765Reminder that AniStudio is literal malware
I tried to be clever and use a bunch of GetNode/SetNode for this cleaned up workflow but those nodes are slow af
>>108007444>phroot all-in-onebisgusting
fluxjews are still seething LE KEK
>>108007721yea that is why the big finetuners are going with klein. That and the vae / all in one edit stuff.
>>108008561>yea that is why the big finetuners are going with klein.Proof?
>https://github.com/capitan01R/ComfyUI-Flux2Klein-Enhancer>get native comfy conditional nodes>copy them and replace their labels>people download them and praise you for the "fix"lol
>>108008565lonestone's discord for him / metal for one. people on the dandoco discord where tons of finetuners discuss settings / methods...
>>108006883where is the workflow
Cope more fluxniggers, your cucked model wont win zbase, zbase is for fituning, and because has not a cucked license, the model will be the new sdxl
>localkeks once again falling for BFL's siren song, ensuring another year of complete stagnation
>>108008561klein is so slopped due to aesthetic tunning though, alas
>>108008593the base model does not matter as much as the vae
>>108006765With a 3090, what flags should I be using with WebUI Neo?
local has progressed yet the trolling has not...
>>108008390Okay, awesome. Thank you so much, anon.
>>108008600proof?
Z-Image might hold the record for the biggest letdown in diffusion history. SD3 was shit, but everyone expected that. Z-Image managed to completely sink their reputation after delaying the release by two months only to release poopoo
>>108008627gwelo
>>108008622https://bfl.ai/research/representation-comparison
>>108008634>bro just click this random websitefuck off
>>108008635>randomits literally the BFL website.
>>108008634nice, well researched and to the point. seems like chinkshills have no response to this. don't worry, us actual finetuners understand the benefits of klein which is why we are so hyped over it
>>108008506ok it's not the Get/Set, it's the switch nodes.
>>108008641big fat lips?
>>108008644didn't ask
/adt/ might hold the record for the biggest letdown in 4chan diffusion general's history. /hdg/ was shit, but everyone expected that. /adt/ managed to completely sink their reputation after baking the thread only to gen poopoo
>>108008634>Nicotine company says nicotine is good for you and can help you live a long life
>>108008644Thanks for this. Seems like a lot of ComfyUI stuff is just broken. Make sure to check for viruses, ComfyUI has been known to harbor malware nodes for months without detection.
>>108008656>2 + 2 might not be 4 cause that would benefit the bankers!
>>108008646B L A C K E D Forest Lab
>>108008663slop
>>108008663nice
>>108008661hello heinz
>>108008648np
>>108008641never heard of them, and I don't trust three letter agencies
>>108008663kino
also literally simple mathematics
>>108008661I assume you also trust all those papers that come with AI model release that call themselves the best of the best lol
>>108008663
>>108008593the Distills have a gorillion times more detail than ZIT though
>>108008680you are literally arguing against 2 + 2 = bigger number than 2/g is the least educated of all the boards I swear
>>108008573>74 stars
>108008685kids only know 2 personswhat a mind raped generation
EVERYBODY SHUT UP!!!! KEKSTONE WILL FIX IT!!!!!!!!!!!!!!!!!!!
>>108008678xl to flux didn't help training which seems like a way bigger jump so why does the much more miniscule one help more? Genuine question
>>108008585ok there John China Guy, so far the only finetuner who has done anything recently that was good is doing both Klein and Z anyways
>>108008634>https://bfl.ai/research/representation-comparisonWhy not just use original?
>>108008627I partially blame the community for rushing them to release SD3 honestly, people were frothing at the mouth over it
>>108008702flux 1 had a bunch of stupid mistakes which is why lodestone did surgery on it instead of just tuning it as is. Also its exponentially better / faster to fit than flux 1's vae. So the same amount of training would = far better results with the new vae
>>108008715This. If they had more time to remove offensive data things could've turned out better.
>>108008709....Sure, here is a 1 petabtye folder of images. Who needs diffusion models? Ai? never heard of it.
Anon is still blaming his lack of skill on the model I see
>>108008753benchod
>>108008753SD3's license and hostility to its users is what killed it, not the model. At least not 3.5
looks like localkeks are back to the same stale cope
>>108008757i dont trust you
>>108008723censorship wasn't the problem, in fact SD3 actually had a problem with making women topless super often when you didn't prompt for it at all. The noise scheduling and embeddings just weren't set up properly in it and the way it handled resolutions was odd.
>>108008760sd 3.5 was actually a good base and was a long time ago. But they legit rug pulled their past license and tried reclassifying all their models with new rules that no one can tune then or do anything naughty at all with them, NO ONE trusted them after that.
>>108008718I'll be honest that didn't really explain anything lol, Ahh well, hoping it works out, we'll see the result eventually I suppose.
yeah I am not bothering to train any more zimage base stuff for now.It is exciting potential^tm but as a final product right now I think qwen and flux are much better even for training style loras for
flux 1 had the best chins, they looked safe
>t. no trainer
so what performance optimizations should i be using? is xformers still good?
>>108008783ZIT training already worked well too, IDK why people are acting like there's anything to be gained from training on ZIB and using on ZIT
>>108008619I ran their lumina example again at the normal 160 watts and it got down to 120s gen time, but I found an sdxl workflow and it's happily spitting out images in 9.6s at 160w and 9.9s at 112w. I'll leave further testing to you, but it seems functional overall.
>>108008789you don't need xformers with Pytorch Attention. I'm pretty sure installing xformers will break your Comfy with an Nvidia card, nowadays
>>108008783Basically it's just stockholm syndrome browns who don't want to admit the first local release of 2026 was an absolute disaster. It's unsalvageable and somehow trains worse than even Flux.1 dev. Redditoids will cope about how finetunes will fix it, but the actual finetuners agree that it's not a strong candidate.
is this all gpulet cope or whats going on
>he isn't using hunyuan 3the amount of poorfags itt is insane
>>108008798IDK, I always just did like 4 - 5 gradient accumulation steps with a batch size of 1 at like 0.0005 LR with Cosine With Restarts @ 3 on Flux, worked great. No idea how people are training loras at like 0.00004 model LR and shit
>>108008805new model out -> it's the worst model ever -> my team better than your teamyou should be used to it now, just ignore the retarded posts
>>108008791I think it's just trolls, my assumption they think they can just say it enough times to get people to train loras on klein. It's not like people aren't trying, shit doesn't want to learn lol
>>108008729>Sure, here is a 1 petabtye folder o
>>108008820wait what does Klein have to do with someone implying that ZIB was ever needed for ZIT Lora training at all (which it wasn't)
>>108008815i wish theyd get new material its the same thing since SDXL
>its the same thing since SDXLfirst accurate post about local itt, thank you for staying on topic!
>>108008837it's not like it's changing the reality anyway, if the model is popular it's popular, and if it's a flop it's a flop, no matter their constant whiningcomplete waste of time, but it's their life they're burning on stupid shit I guess
I love Feet.
>>108008832sloppa, looks like SDXL
>looks like the only good local model ever made
>>108008861alright that one made me kek
>>108007941problem is its weird skin details and anatomy issues.
>>108008831I am waiting a week or so before I jump into ZB loras to let the trainers and people sort stuff out but ZIT loras gimped the model hard especially hand and anatomy.
Only oldfags remember the SDXL fudding >it cant do realism >it cant do vagene and bob >it takes too long to gen
>flux loras killed the anatomy>zit loras killed the anatomyhmmm maybe the problem isnt the model but the fact that loras are outdated shit-tech from 2019
Did he nail settings for klein 9b or is it still melted and blurry?>https://huggingface.co/malcolmrey/klein9/tree/main>>108008875woman posing nude next to mirror and devs raging here. good times
>>108008875Oh man the pain in getting people to switch back then, like holy shit every delusional sentiment was said.>>108008883Klein loras don't hurt anatomy, klein has a bit of anatomy issues in general, loras didn't make it worse.
how do I use comfy?
I'm drowning in piss someone pull me out desu
>>108008895~one does not simply use comfyui
>>108008897desu sovl
>>108008897Slava Ukraini
>>108008702>xl to flux didn't help trainingDelusional. We now have the base model. If we had Flux's base model it would've been a different story for tunes too, but Chroma still turned out impressive for what it was. Now imagine we will get several models from different modelmakers that are better than Chroma (including Chroma's continuation itself) since we have a base model that is better than Flux.1 and is undistilled.
https://files.catbox.moe/mkyh17.flacWhich audio model???
>>108008875>sd1.5 was good enough, why would I ever change?
>>108008897the piss forest?
>>108008924My favorite was "the backgrounds are so much better"Which most of the time was just a incoherent mess
>>108008928dare you enter his magical realm?
honestly, we have NovelAI to thank. If it wasn't for them, local would've never even moved on to SDXL. we were so busy failbaking until NovelAI V3 came out and they shared the secrets on how to train SDXL properly. that's the power of a 256xH100 supercluster
>>108008875it was a piece of shit what the fuck is this attempt at reinventing of historytook all the way till ponyv6 before it started being dominant
>>108008873hardware cope jeets training at 512 are the cause of this, the anatomy will ALWAYS be worse if you use a 512 lora at 1 megapixel or greater inference resolutions.ZIB will never fix ZIT for loras, it's only useful if you actually use the loras on it directly (because then they'll stack fine like on any other not-distilled model).
Fresh when ready >>108008951>>108008951>>108008951>>108008951
>>108008924Developers shilling sdxl was pretty funny. Regulars here made more realistic 1girls with their shitty old 1070s using 1.5
>>108008950weird, lodestone trained the entirety of chroma at 512x and now he's training klein at 256xi wonder what will happen!
>>108008960the VAE is so good that 256x resolution shouldn't be a problem
>>108008941Honestly I actually blame them for how long local stagnated, people did not want to move past that damn leak only the furries did. Then Flux came and again people wasted time on model that you couldn't finetune.>>108008960Please tell me you are joking...
>>108008954> 281retard
>>108008939indeed indeed
>>108008954>Klein gone againPart of me wants to chortle that the trolls deserve it, but honestly it should be included. The editing capabilities alone are a big deal.
>when you slightly edit the chroma prompt and it starts spitting out plastic oversaturated abominationswhy
>>108009020>>108009004Yeah Klein Edit is nice but that's about it.
>>108008143For me ZIB easily replaces every sdxl/illust/noobai/pony shit mix I have on my computer because it actual follows prompts and generated realistic images. It is exactly what I needed, prompting it is really easy and it fully loads on my 12G so its plenty fast for such a capable model. I really suspect a lot of same fagging trolls ITT. probably some ass blasted BFL pleb
nigger
nigger nigger nigger
nigga please
niggerstudio
nigger diffusion general
nigger klein or nigger base?
>>108006765>>Maintain Thread Quality>https://rentry.org/niggero>https://rentry.org/niggeranonwhy are these not in the op?
niggertrix or niggerstep for my niggerbeats?
ani = niggerbased baker of this nigger thread
dumb nigger forgot to sage
will china save nigger diffusion?
>>108009321I'm thinking yes
>>108009331me too
>>108009335based
>>108009338based on what?
>>108009331>>108009335>>108009338>>108009341samenigger
Is nigger here? I have a question.
>>108009358Yeah, what's up?
>>108008951 (Cross-thread)>>108008951 (Cross-thread)>>108008951 (Cross-thread)>>108008951 (Cross-thread)
>>108009363Nevermind, I forgot
>>108009385>>108009385>>108009385
