Discussion of Free and Open Source Diffusion ModelsPrev: >>107897861https://rentry.org/ldg-lazy-getting-started-guide>UIComfyUI: https://github.com/comfyanonymous/ComfyUISwarmUI: https://github.com/mcmonkeyprojects/SwarmUIre/Forge/Classic/Neo: https://rentry.org/ldg-lazy-getting-started-guide#reforgeclassicneoSD.Next: https://github.com/vladmandic/sdnextWan2GP: https://github.com/deepbeepmeep/Wan2GP>Checkpoints, LoRAs, Upscalers, & Workflowshttps://civitai.comhttps://civitaiarchive.com/https://openmodeldb.infohttps://openart.ai/workflows>Tuninghttps://github.com/spacepxl/demystifying-sd-finetuninghttps://github.com/ostris/ai-toolkithttps://github.com/Nerogar/OneTrainerhttps://github.com/kohya-ss/musubi-tunerhttps://github.com/tdrussell/diffusion-pipe>Flux Kleinhttps://huggingface.co/collections/black-forest-labs/flux2>Z Image Turbohttps://huggingface.co/Tongyi-MAI/Z-Image-Turbo>LTX-2https://huggingface.co/Lightricks/LTX-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>Maintain Thread Qualityhttps://rentry.org/debohttps://rentry.org/animanon
Blessed thread of friendship
https://civitai.com/models/2318168/the-breast-slider-klein-editionhttps://civitai.com/models/2318188/96yottea-style-for-flux-2-kleinit's starting
>>107899578>>klein-test-v3: 31%|###1 | 940/3000 [11:09<24:27, 1.40it/s, lr: 1.0e-04 loss: 3.270e-01]>Klein 9B training on 512x512 so fast, you can shit out a 3000 step lora in 35 minutes on a 5090based
Guys, I don't feel safe.
share your klein training experiences.tried a person lora with 20 images which worked well with zit. 4b at 512px ai-toolkit defaults for the lulz. fast af but trash results (as expected?) havent been able to get 9b going on a 16gb carf
>>107899682I just don't gif af about training these days. desu.
>>107899633>>Maintain Thread Quality>https://rentry.org/debo>https://rentry.org/animanonwhy is this still in the OP?
I'm glad that Chinese Culture has lost
>>107899693because it makes a specific retard no one likes very mad and maintains thread qualityjust look at the last two threads if you don't believe me
which recent driver is working with 5070 ti?I want to use nvfp4 and update the driver to 580.126.09 but X11 won't load nvidia driver abd says device not supported
Mel
>>107899682yeah 4b is a disaster to train for it seems. 9b isnt that great either from what i've read on reddit.
>>107899722desu
>>107899642>they didn't even add a category yetEveryone really needs to stop using this site.
>>107899719no asking the question makes a specific retard no one likes very mad (You) and maintains low thread quality. I just looked at the last two threads because I don't believe you
>>107899642>1000 steps>1 epochJesus. Why is this allowed.
ooh ooh aah aah
>>107899704I just want more competition in the field, the more they compete the better for us.
>>107899693ranfaggot hasn't 41%ed yet
>>107899763Is this flux kontext lol?
>>107899770read the filename lol fr fr ong
I was making a joke about it being fried, but whatever.
>download most popular svi 2 pro workflow i can find>it doesn't even use the svi2 pro loras????
>refresh node definitions doesn't do shit, whenever I got comfy open and I download a new model/lora I have to restart comfy for it to show up>previews randomly stop working sometimes when switching workflow tabsgod I hate this brokenass janky noodle piece of shit UI so fucking much man
>>107899704Edit model is fun but the likeness is poor when genning people in any position besides facing the camera straight on with a mild expression.
what is the best model to train a lora in about a girl i know who has a lot of available pics on instagram?Flux?
>>107899761>>107899762Samefagging proxy script broke>>107899796Now say poothon, trani
>>107899809Are you going to do anything naughty? SDXL.
Upscale Latent doesn't work with native wan 2.2?
>>107899820uh, isnt sdxl literally trash nowadays though? At least for real people?
>>107899824check out the /r/ realistic parody thread and judge for yourself
>>107899822it might not, but that's a pretty cool effect
>>107899833ok, what sdxl model? Or you mean base?
>>107899836Just wait until someone drops klein lora settings and train that. Or ZiT
>>107899819you are the only trans person in the room ranfaggot (mr catjak)
>>107899836its right there in the OP bro
So is Z-Base officially kill?
Does ani ever sleep
>>107899822You mean the default upscale latent node? Don't bother, it's for single images only and even then it often produces funky artifacts
>>107899859Idk, some people are saying that training on Klein is a terrible experience>>107899682>>107899725
>>107899863probably. the meth smoking trans nigger that snipe's the OP every time however....
>>107899804It's definitely a hit and miss, sometimes it nail that shit sometimes it's bad, after using Z-image turbo for so long I need to get used to model that have variety and inconsistency again lol
>>107899864So not possible with native at all? I remember doing it with kijais with >lol kijaiIt did improve motion, so I want to pursue it again.
>>>/wsg/6074719:(
somehow, ostris FlowMatch sampler gives me way better outputs for Klein than i can get in ComfyUI. is there a way to recreate his FlowMatch sampler in Comfy?
So does training on klein really suck that bad? Is it just early installation madness or did BFL cuck us again?
>>107899916isnt it just euler+normal?
>>107899942nope, there's some wizardry going on. i believe it's implemented in the CustomFlowMatchEulerDiscreteScheduler class in custom_flowmatch_sampler.py
I hate huggingface so much. Such depressing sad shit system.
>>107899936huh? its training extremely well and not just for me>>107898187
>>107899936wdym? it trains really well at least from my initial tests
>>107899948pretty sure i've seen people test it and it was just euler normal. you can try to plot the sigmas in comfy yourself
>>107899953what tool has been used for training and what settings? doesnt work well for me with ai toolkit defaults
>>107899953>did that mean anime is already in the base model?>yes anime is in the base model anywaywhat?
>>107899976metal makes his own scripts. Lodestone is making one that can train regular T2I OR edit so each does not effect the other.
>>107899916Search erosDiffusion or ComfyUI-EulerFlowMatchingDiscreteScheduler in ComfyUI manager. It will expose flowmatch in the scheduler list. I use euler ancestral/flowmatch
>>107899963euler normal, same seed, resolution, number of steps, prompt gives me vastly inferior results in Comfy (see picrel)Klein 9B BF16 in both instances>>107899998thanks anon, gonna try
>>107899960>>107899953Nice, I was just going on the comments ITT and previous threads, made it sound like loras came out quite bad
>>107900004i meant to say, Klein Base BF16 in both. not the distilled.
>>107900004damn, the difference is huge
>>107900004hmm i seepls also post the comparison with the comfy flowmatch scheduler after you installed it
>>107900004Are torch + cuda versions same?I don't remember what attention ai-toolkit uses by default, maybe check that against comfy's
>>107899633>https://rentry.org/debo>https://rentry.org/animanonUhhh... local diffusion?
>>107900004That fox huge
>>107900071Rentries stay
>>107900036still not good, but it has a fuckton of settings and some of them are probably wrong. i think i'll dive into ostris' code and add some debugging info to see what params he is actually sampling with>>107900059>Are torch + cuda versions same?yes, i share the same venv between ostris and comfyui
>>107900071welcome to ldg. unemployed meth-addicted troon steals the threads to spam his personal agenda
>ani starts talking to himself againBrace yourselves
>>107900084>yes, i share the same venv between ostris and comfyuiBad idea in general as they can easily end up needing different versions of package x so it ends up breaking either or perhaps both.Defeats the purpose of using a venv.
>>107900091How is this even allowed?
>>107900091Hope you can get over that addiction and get your life back together
>>107900101i'm well aware of the potential issues, don't worry
>>107900110it's notjannies rightfully removed her threads for a while but seems like ran became a mod herself
>>107900091>>107900110>>107900125are you really gonna waste your entire day samefagging again?how does that help you?
>>107900134original complainer here. those ain't me
>>107900134Only made second post. I unironically don't understand how shit like this can be allowed here. That's off-topic and borders on actual stalking. Those 2 persons have nothing to do with local diffusion discussion
>we'll have 3 threads of ani talking to himself again God dammit
>>107900166Ignore and report, let the mods clean the filth
>>107900146>>107900154whatever you saywhen you finally realize what has become of your life, remember that there is no one to blame for it but yourself
>>107900154the fucked up part is the constant doxxing
>>107899899wow it's so real
>>107900224kek
9kb lora in the house, ostris is a god
>>107900240default settings 3k steps?how much vram?
>>107900262so this was tough. this lora is trained on base, on 24GB VRAM it was swapping like mad, so it was gonna go 22+ hours.I am going to try messing with the settings. This is the 750 step checkpoint because i just couldn't wait that long.but it really is not bad for a first crack:https://files.catbox.moe/wn8swd.jpg
https://files.catbox.moe/rbpxc9.pngis this a normal Klein output? I feel like it's all fucked up and I don't know if the model is just kinda ass or if something in my setup is wrong
>>107900292>24 gb>22 hoursfuck that sounds awfulso 4b or nothing for us plebs
>>107900004maybe try this, it's using hf diffuser pipe, maybe it's the closest you can gethttps://github.com/TensorStack-AI/Diffuse
>>107900334you're not using enough steps for base, try distill first>>107900337i haven't tried ramtorch, or any of the other settings available, this was just default click and go. no need to be that negative off of one post
>>10790035820 steps is not enough?
>>107900374or you're using 20 steps on the distilled modeltry 8 and cfg 1
What could be the reason for having to reload ComfyUI all the time when I am using Chroma? It happens seldom with other models; I'm using the browser to access a computer that is running Comfy in my local network.
>>107900392no I'm using 20 steps on base, is that not enough? do I need like 40 or something?
>>107900356turns out, it was me being retarded!there was a leftover negative prompt of "realistic photograph, deformed, cinematic, low quality, blurry" from a previous gen in ComfyUI that i forgot to erasewithout the negative prompt it looks pretty much the same as ostris regardless of the sigmasapologies for misleading previous anons
>>107900292>on 24GB VRAM it was swapping like mad, so it was gonna go 22+ hoursOn 4b klein?
>>107900398latest comfyui commits leak memory like crazy. expected python behavior that comes with bloat and inefficiency
>>107900402nta, think 20's ok for base but also why use base? almost nobody is using it, it's not really intended for genning with, use the distilled turbo it's not like a quant or shrunken model it's the "for inference" model
>>1079004129b base klein>>107900402
>>107900398>It happens seldom with other modelslucky you. it happens with all the new models since the past year. my take is the backend is just bloated shit at this point and memory leaks are extremely prevalent after the Nvidia offloading shit.
>>107900416>distilled turbowhich one is that? I'm kinda getting lost in all the terminology here
>>107900422worst of all, it gets worse every time. should we even pull at this point? i feel like if i revert to august commits i'll get 2x performance
>>107900408noice anon, was worried fr
>>107900422cumfart is shit but its the UI ya'll deserve
>>107900427this is klein base, made for training, but not for making imageshttps://huggingface.co/black-forest-labs/FLUX.2-klein-base-9Band this is klein distill, you use it to make good images but you can't use it for traininghttps://huggingface.co/black-forest-labs/FLUX.2-klein-9B
>>107900446that's really cruel.
>>107900446You are a fag and no one likes you
>>107900446i don't deserve python trash
>>107899720I'm using 580.95.05 on a headless server, driver works and is recognized so your error is a bit weird.
>>107900430How long until holosex with 1girls?
>>107900459gotcha, thanksI already had the distilled model downloaded I just got confused by the "turbo" part, I thought that may be a different model again
looks like 1000 steps was enough? i trained to 3000 but the later ones seemed overcooked
>julien pissing against the wind again
>>107900501why are you obsessed with some guy called julien? how is it related to local diffusion?
>>107900498no sword lora?
>>107900498>looks like 1000 steps was enough?that would be pretty damn fast. How large dataset? batch size?
>>107900516no he is just telling us the nsfw gens he's making of his boy crush
>>107900459but not for making imagesThis is not true.
>>107900459>made for training, but not for making imagesActual image coherency, anatomy and prompt comprehension is way better with base as opposed to distill. Distill is for fast malformed gens.
>>107900552>Distill is for fast malformed gens.Why does it have higher elo?
For the anon who said to try using an existing uncensored genitalia image and ask to swap it on klein 9B, it doesn't work, at least this : "Swap the genitalia region between the two images."I don't think it understand the word itself.
https://www.reddit.com/r/StableDiffusion/comments/1qg8ym3/tips_for_a_realistic_indian_ai_girl/
>>107900563does it matter for the edit model?
>>107900572It doesn't understand cleavage, even when trying to cover it. Need to prompt for actual clothing item to work.
>>107900607Should since editing images = generating images and elo measures the quality of the generated images
>>107900623I'll try both, I've not been using distilled models that much, especially because they ignore cfg >1
>>107900636>I've not been using distilled models that much, especially because they ignore cfg >1you can use NAG to get negative prompting back, it's not implemented on Klein yet though
>>107900618>It doesn't understand cleavageIt can make one for sure, it just doesn't get the wordI hope someone trained these back in the 9B model through loras
>>107900572I didn't explore it very much yet. First try the prompt was literally word for word "swap the genitalia". I was surprised that it did it at all, instead of making underwear or something. It propably helps that the subject and object were very roughly the same orientation/lighting/size.
>>107900516it's okay to be a newfren but you should read the rentries and lurk moar
>>107900642>the one thing supposed to suck doesn't suckhow does apple always fuck up
Is ltx like a trojan? I used wan q6 for a few hours and my pc worked normally. but when i use ltx, comfyUI is weird, even with cheap resolution
My first crush
>>107900720wat
>>107900720not ltx. likely some cumfart node you installed. maybe cumfart is malware itself and is using your gpu lol who knows at this point, this shit is so bloated that its impossible to verify the code
>>107900720comfyui is broken ccp spyware
>>107900744stop fudding retard
>>107900716rentries stay
>>107900744yummy
>>107900766put the meth down
is Klein shit at resolutions >1024?
>>107900766stop abusing meth ran. you're fucking losing it
>>107900755MIGA!
>>107900751that's not a fud. you can verify yourself that comfy custom nodes spread malware before. could happen again at any moment.and am i wrong about comfy being a bloated piece of shit? can you personally inspect it for malware? cumfart could install a keylogger on your system and your nocode ass would never know it
>>107900779not particularly but at some resolution it will certainly stop to be sensible
>>107900793>custom nodes>omg 3rd parties could include shit code in their repos!!!lmao, color me shocked!!!>x could install keyloggeryou could say that about every piece of software you spastic. literally kill yourself.>can you inspectI verify each pull I do, I do the same for llama.cpp.
>>107900679Apple knows better what its consumers need
>>107900779I could generate 1920x1080 fine
the proper way to use comfy is to have 2-3 installs so you can switch when it inevitably breaks.
>>107900821why are you defending some corpo software so vigorously? what is your interest here?
>>107900838the proper way to use comfy is to never use it
reminder to not reply to the comfy hater.he does this every single day, and has an actual self interest in promoting his (garbage) GUI while spreading bad word of comfyui. He replies to himself multiple times to make it look like there's 'agreement' and shitposts the thread ad infinitum.
Reminder that AniStudio is literal malware
>>107900858>his (garbage) GUIwhich one?Invoke?Reforge?NeoForge?SDNext?Fooocus?*niStudio?
i like comfy, but its a fact that is a bloated ram leaking piece of shit.why not just write the workflows in python directly? from the examples i have seen so far it doesnt look very complicated
reminder that panpsychism is correct
>>107900858this
Uh oh, he just removed his license notice from his failed gui!!! Reminder that to use AniStudio for work you need a commercial license LMAO.>>107900858the worst part is that there is legitimate criticism against comfyui, but this retard makes it impossible to properly discuss it, since each discussion devolves in>lmao cumfart>poothon>indian frontend>ackshually cumfart phones home (it doesnt)and all the related FUD it gets fucking TIRING.
>>107900858For SDXL, especially regarding denoise, tag weighting, and LoRAs, ComfyUI falls short. Most anime gens from Comfy look stiff, poorly composed, or lifeless, It doesn’t have good taste in this field.
>>107900918tag weighting is shit and deepfries the image retard. also you can have it back with one or two custom nodes
>>107900858nta but I hate Cumfart too (with an absolute passion because I think it's the worst UI possible). And I don't even have an own GUI (I use Forge Neo).
>>107900911I dont understand why batch image load only points to input folder instead letting set custom path. Why would I ever store any dataset mixed with comfy installation. Theres so many these small things that make no god damn sense.
>>107900932And you know what would be the best GUI for gen AIGuess
>>107900924>deepfries the image retardIn Comfy this is an issue, but not in A1111, which is a very precise and reliable tool.>you can have it back with one or two custom nodesNo thanks, there should be a buil in toggle for anime genning emulating A1111 in the menu tab.
>>107900884the leaks aren't really on the UI part of comfyui, are they?and writing/adjusting the workflows is obviously slower to much slower to work with depending on what you're doing
>>107900945This with Forge Neo as backend will be the best for anime.
Is there not a denoise value in ltx2?
>>107900963But no one builds it because everyone stuck in cumfart.
>>107900911kill yourself spastic stalker. never call anyone mentally ill again nigger tranjak faggot, you literally do nothing but sit all day and obsess over ani and his projects. you could learn your beloved python instead of wasting your shitty drug-addicted life on this you retarded nigger
>tfw windows update killed like 14 hours of lora training again
>>107901007>2026>still using Windowsskill issue
>>107901015it just works (I use wsl for all AI stuff anyway)
>>107901018Waste of resources.
>>107901001uh oh meltie
>>107900911that's because cumfart is fundamentally broken. it needs to go. you can't fix this broken piece of shit, the whole idea of a node ui for image generation is pants on head retarded
>>107901004i want to shuryuken miku..if you get what im saying..
>>107901018>it just works>>107901007>windows update killed like 14 hours of lora training again>just works>again
>>107901018brown fingers typed this
>>107901007It takes 5min to make windows ask for reboot instead of rebooting.
>>107900911it's fun if you look at actual commits and how often he just removes and adds (vibe coded) commentsyet at the same time he tries to flex with his number of commits (a metric only a full retard would use ever, same with lines of code) lmao
>>107901044
>>107901007are you not saving intermediate checkpoints every few hundred steps that you can resume from? you must hate yourself.
>>107901052stop samefagging you meth-addicted nigger everyone sees through it
>>107901066I sometimes remember to but my setup never fails unless windows fucks it over for no reason
>>107901070sneed
>>107901062>plebbit map
>>107901070lmao dude no one will ever use your shitty ui33 starsLOL
>>107901100>indian cope response
>>107901089what are we supposed to see here, ran
