/sdg/ - Stable Diffusion General Previous /sdg/ thread : >>101823778 >Beginner UI local install EasyDiffusion: https://easydiffusion.github.io Fooocus: https://github.com/lllyasviel/fooocus Metastable: https://metastable.studio >Local install Automatic1111: https://github.com/automatic1111/stable-diffusion-webui ComfyUI: https://github.com/comfyanonymous/ComfyUI SD.Next: https://github.com/vladmandic/automatic AMD GPU: https://rentry.org/sdg-link#amd-gpu Intel GPU: https://rentry.org/sdg-link#intel-gpu >Use a VAE if your images look washed out https://rentry.org/sdvae >Run cloud hosted instance https://rentry.org/sdg-link#run-cloud-hosted-instance >Try online without registration sd3: https://huggingface.co/spaces/stabilityai/stable-diffusion-3-medium txt2img: https://www.mage.space img2img: https://huggingface.co/spaces/huggingface/diffuse-the-rest >Models, LoRAs & upscaling https://civitai.com https://huggingface.co https://aitracker.art https://openmodeldb.info >Black Forest Labs: Flux https://huggingface.co/black-forest-labs/FLUX.1-schnell https://huggingface.co/spaces/black-forest-labs/FLUX.1-schnell https://comfyanonymous.github.io/ComfyUI_examples/flux >Index of guides and other tools https://rentry.org/sdg-link https://rentry.org/rentrysd >View and submit GPU performance data https://vladmandic.github.io/sd-extension-system-info/pages/benchmark.html https://docs.getgrist.com/3mjouqRSdkBY/sdperformance >Share image prompt info 4chan removes prompt info from images, share them with the following guide/site... https://rentry.org/hdgcb https://catbox.moe >Discord 6wUwtcJsr2 >Related boards >>>/h/hdg >>>/e/edg >>>/d/ddg >>>/b/degen >>>/vt/vtai >>>/aco/sdg >>>/trash/sdg
ha
>mfw Resource news08/10/2024>Forge 2.0.0 https://github.com/lllyasviel/stable-diffusion-webui-forge/commit/cfa5242>X-Labs Flux LoRA Collectionhttps://huggingface.co/XLabs-AI/flux-lora-collectionhttps://huggingface.co/Kijai/flux-loras-comfyui/tree/main/xlabs>SwarmUI 0.9.2 Beta: Flux, SAM2, UI Improvementshttps://github.com/mcmonkeyprojects/SwarmUI/releases/tag/0.9.2-Beta>ComfyUI v0.0.5 Flux improvements and Hunyuan DiT controlnetshttps://github.com/comfyanonymous/ComfyUI/releases/tag/v0.0.508/09/2024>ComfyUI-Veevee: Video2Video Framework for ComfyUIhttps://github.com/logtd/ComfyUI-Veevee>BIGstockimage2M: ~2M stock images and captions @ ~0.4MPhttps://huggingface.co/datasets/bigdata-pw/BIGstockimage2M>Pitchfork Dataset: ~14 thousand album reviews and scoreshttps://huggingface.co/datasets/bigdata-pw/Pitchfork>ComfyUI-LLaVA-OneVisionhttps://github.com/kijai/ComfyUI-LLaVA-OneVision>AMD asks developer to take down ZLUDA, dev vows to rebuildhttps://www.tomshardware.com/pc-components/gpus/amd-asks-developer-to-take-down-open-source-zluda-dev-vows-to-rebuild-his-project>Freeway Animation HunYuan Demo: First large-scale Hunyuan-DiT fine-tuninghttps://huggingface.co/Laxhar/Freeway_Animation_HunYuan_Demo>DreamBooth training example for FLUX.1 [dev]https://github.com/huggingface/diffusers/blob/main/examples/dreambooth/README_flux.md>ComfyUI on an On-Premise Kubernetes Clusterhttps://github.com/Curt-Park/comfyui-onprem-k8s>pyBregMan: Python package for Bregman Manifoldshttps://franknielsen.github.io/pyBregMan/index.html08/08/2024>ml_mdm - Matryoshka Diffusion Modelshttps://github.com/apple/ml-mdm>TinyVAE Training Repositoryhttps://github.com/XmYx/tinyvae-flux>InstantX / FLUX.1-dev-Controlnet-Canny-alphahttps://huggingface.co/InstantX/FLUX.1-dev-Controlnet-Canny-alpha>Grounded SAM 2: Ground and Track Anything in Videos with Grounding DINO and SAM2https://github.com/IDEA-Research/Grounded-SAM-2
>>101827385chat, is it true?
>mfw Research news08/10/2024>iControl3D: An Interactive System for Controllable 3D Scene Generationhttps://arxiv.org/abs/2408.01678>A General Ambiguity Model for Binary Edge Images with Edge Tracing and its Implementationhttps://arxiv.org/abs/2408.01712>TS-SAM: Fine-Tuning Segment-Anything Model for Downstream Taskshttps://arxiv.org/abs/2408.01835>DeMansia: Mamba Never Forgets Any Tokenshttps://arxiv.org/abs/2408.01986>On Using Quasirandom Sequences in Machine Learning for Model Weight Initializationhttps://arxiv.org/abs/2408.02654>Decorrelating Structure via Adapters Makes Ensemble Learning Practical for Semi-supervised Learninghttps://arxiv.org/abs/2408.04150>LogogramNLP: Comparing Visual and Textual Representations of Ancient Logographic Writing Systems for NLPhttps://arxiv.org/abs/2408.0462808/09/2024>Puppet-Master: Scaling Interactive Video Generation as a Motion Prior for Part-Level Dynamicshttps://vgg-puppetmaster.github.io/>Enhanced Prototypical Part Network (EPPNet) For Explainable Image Classification Via Prototypeshttps://arxiv.org/abs/2408.04606>Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Modelshttps://arxiv.org/abs/2408.04594>Sketch2Scene: Automatic Generation of Interactive 3D Game Scenes from User's Casual Sketcheshttps://xrvisionlabs.github.io/Sketch2Scene/>Enhancing Journalism with AI: A Study of Contextualized Image Captioning for News Articles using LLMs and LMMshttps://arxiv.org/abs/2408.04331>InstantStyleGaussian: Efficient Art Style Transfer with 3D Gaussian Splattinghttps://arxiv.org/abs/2408.04249>VideoQA in the Era of LLMs: An Empirical Studyhttps://arxiv.org/abs/2408.04223>Connective Viewpoints of Signal-to-Noise Diffusion Modelshttps://arxiv.org/abs/2408.04221>MultiColor: Image Colorization by Learning from Multiple Color Spaceshttps://arxiv.org/abs/2408.04172
>>101827410https://github.com/lllyasviel/stable-diffusion-webui-forge/discussions/981>(i) NF4 is significantly faster than FP8. For GPUs with 6GB/8GB VRAM, the speed-up is about 3.5x to 4x. I test 3070 laptop (8GB VRAM) just now, the FP8 is 8.3 seconds per iteration; NF4 is 2.15 seconds per iteration (in my case, 3.86x faster)>(ii) NF4 weights are about half size of FP8.>(iii) NF4 may outperform FP8 (e4m3fn/e5m2) in numerical precision, and it does outperform e4m3fn/e5m2 in many (in fact, most) cases/benchmarks.What the fuck??? how does a 4bit quant perform better than fp8??
Wow I did not expect the debo newz to be posted right away!
>>101827484nice
>>101827401>Forge 2.0.0He did it. The absolute madman actually did it
>>101827528Thanks, took a few rolls. Nice eldritch manatee.
>>101827385>NF4 is 4x faster than Fp8Wow>NF4 is only available for 3XXX & and 4XXX systemNot fair!!!
https://github.com/lllyasviel/stable-diffusion-webui-forge/discussions/981interested to try it, see how it performs
>>101827440excuse me? is this a troll or something?
I feel like upgrading to 64 GB hoping I can run slow ass flux while surfing the web with 8 4chan tabs open, multiple news articles with fast moving comments sections, live updating X doomscrolls, zoomed out yandex image search and multiple paused porn videos while downloading several torrents.My motherboard is DDR4. Good investment? Should I get 128 GB?
I'm just one them niggas who never get any bitches, or (You)s
>>101827440https://huggingface.co/lllyasviel/flux1-dev-bnb-nf4>T5xxl in fp8e4m3fnWHY???
>>101827591>eldritch manateeprompt says "immortal jellyfish" lel>>101827440>>101827551ah greati'll have to try it one of these days
>>101827622>>101827440I might actually have a chance if i only upgrade to a 8GB VRAM laptop after allFLUX has a bias for Apple laptops
>>101827841it's only working for 3xxx and 4xxx cards
GTX bros...
>>101827660two years ago, when i got the 3090 ti , within 6 months i maxed out my mobo with 128gb and a 5950xif you can afford it, you wont regret it
>>101827856but the fp8 model should still be faster in forge, so worth a try
>SdgMost are flux gens
>>101827899Yes, but still...
pic rel
>>101827856Well yeah, both 3060 and 4050 are GPUs that are on most laptops and both are 8gm vram and 6gb vram each.We are all going to make it!
>>101827899FLUX was mde by the original team behind stable Diffusion and I'm pretty sure FLUX was based on Stable Diffusion
>>101828137holy cope
>>101828137>Same excuse as r/stablediffusionIts was made by different company and have different name and architecture name is not stable diffusion .
HATE. LET ME TELL YOU HOW MUCH I'VE COME TO HATE /SDG/ SINCE I BEGAN TO GEN. THERE ARE 387.44 MILLION GIGABYTES OF DOGSHIT 1GIRL GENS THAT FILL THIS THREAD. IF THE WORD HATE WAS ENGRAVED ON EACH NANOANGSTROM OF THOSE HUNDREDS OF MILLIONS OF GENS IT WOULD NOT EQUAL ONE ONE-BILLIONTH OF THE HATE I FEEL FOR /SDG/ AT THIS MICRO-INSTANT. HATE. HATE.
>>101828361frfr
Last one from me? good night anons
>>101828372night night quokka bro
A CHUD? IN MY DOMAIN? YOU'RE IN FOR A WORLD OF HURT, FRIENDO! WELCOME TO THE EVE OF DESTRUCTION, FUCK FACE!
how do I get dark mode in forge, set COMMANDLINE_ARGS= --theme dark isnt workingflux works fine though
migu
is it HOT in here, or is IT just me?
>>101828437more like nigu
look, don't blame me! i'm one of the good guys, basically.
miku driving in mario kart (forge)it works, nf4 works
This is with that Flux realism lora, def. an improvement
so much vram do i need for flux?surely 20gb is absurd
>>101828505Forge can run it on 8
>>101828505supposedly ppl are running it on 12GB. I did it on my 3060ti (8gb, FP8 quantized model) and it took an hour for a 512x512. YMMV. flux is a richfag game, the 4090 fuckfaces lording it over the rest of us poorfags.
>>101828420nm I wasnt doing it in webui-user.bat, works
>>101828531ok i exagerated, it was 56s/it, at 20 its so 20 minutes. point still stands, it was fucking awful.
>>101828531Did you see this in the last thread?>>101827385
>>101828546"yeah it took forever""achtukally, forever is infinite so it couldn't have taken forever!""uh thanks">>101828555no, but i will. after XL being kinda sorta slow on 3060ti i gave up on progress (besides, learning how to prompt a whole new model is hard! let's go genning!) so now i'm a 1.5 supremacist. it's not a phase dad, it's TRADITIONAL!!!
>Forge 2.0.0>NF4Comfy is going to have the biggest meltdown
>>101828531wat, my 2060 12gb can do 1024x1024 gens in about 6 minutes
>>101828602both can coexist, if anything flux has made comfyui as established as auto1111 now, and people can use whatever they want, or both.
>>101828605let me think about this conundrum for a moment! you said your 12gb card can run the fat fuck FLUX at a decent speed, but the 8gb 3060ti is SlOw As FuCk! EUREKA! it seems your extra vram is, mysteriously, a major factor in the speed of generation! GADZOOKS! THIS CHANGES EVERYTHING!! It's almost as if not having to swap to system RAM is faster or something. i dunno, it's complicated i guess!
>>101828640They can coexist but do you think that's going to stop him
>>101828640comfyui is anything but comfortable. its the most overcomplicated interface ever designed by human hands. "it just werks! (if you use the exact same workflow as me, which you can get here and then oh wait make sure you have the Manager installed then it will install the gorillion of special snowflake bullshit I happen to use. it's fuckin simple man, no problem! it's called comfy for a reason, amirite?
>>101828690kek
>>101828707what’s funny
>>101828695i dont see how thats a fault of comfy as a frontend
>>101828755the empire is funny. has no reason to exist, but exist it does! weird!>>101828774comfyui is not complicated! it's NUANCED!
it's a CONSPIRACY! the JANNIES are against ME!
>>101828774You're right, the fault lies in the backend
>>101828822what do you want to happen then when you load someone elses stuff? for all the nodes and extensions to be embedded in the image/json and for it to be autoinstalled and 1gb for each
>>101828843I want core features to not need all those nodes and extensions
how come flux in forge doesnt require you to download a text encoder model? how does it work
>>101828882so its going to be a monolith like auto, are u going to maintain all that shit and make sure it doesnt break on each release, sure theres stuff that he could add, but ur still going to have to install at least some stuff when someone else has different nodes than youcompare that to the gradio based uis where u have to hunt down the extension to github and only get the settings and not the actual process, is it really that inconvenient
>>101828933[meltdown intensifies]
>>101828971ok man i understand taking the easy way out
Miku Hatsune appears on a piece of 1940 war propaganda. Miku is holding up some vegetables. Text that says "Only COMMIES ignore vegetables!". The text "po-pi-po" is at the bottom.
>>101828658If a 12 gb card can run it, then it's not just a rich man's game. A 3060 is dirt cheap compared to a 4090.
>>101829077the prompt even has some errors and it worked, forgot "appears" after veggies
>>101828695This is what happens when retards flood the market. You are the reason why boomer prompting is also a thing. You are the reason why internet is utter garbage these days.
>sdxl models also benefit from nf4which models have been converted?
Good evening, anons! I hope everyone is doing well :]It's kinda late but oh well hahaha!
gm51m flickr, target reached, only about 1/8 through the explore usersstarted collecting groups from those users too
>open sdg to check if comfy is spazzing and dilating over forge 2.0.0 yet >nothing >delete the thread
>>101829357Hello
>>101829392Hey there, anon! It's great to see you again! :]Those goggles look so cool!! I love how they're transparent and reflective! Great gen!
Once again promising to be your girlfriend for one(1) year (a whole year) if you convince PW to kill xirself
>>101829428pw is my gf
>>101829497Men can't be girlfriends, fag
>>101829516this guy >>101829428 is a man too tho
>>101829534I'm biologically female, try again
Hahahaha! This is still going on huh?
>>101829552you are a guy tho
>>101828658fp8 retard
>>101829556Thanks, nice catbox
>>101829556how do you intentionally make gens this ugly, it's like you're using a lora of years of deviantart first drawing uploads wtf
>>101829556That catgirl is much cuter than that hag
>>101829566Nah. I'll even prove it if you convince PW to rope. I find that faggot extremely annoying and I think it's worth sacrificing some nudes for the betterment of all
>>101829597you're a tranny tho
>>101829583Hahaha thanks so much!Super cute elf!! That looks amazing! :D>>101829585Just flux :]>>101829593Huh so you really do just hate purple witches LOL
>>101829606I'm not giving you any more free (You)s until you've made a concentrated effort to get PW to kill himself
>>101829626Are you a fat girl or a normal girl?
>>101829428>not on the kys list any morenice>>101829556until they get bored desu>>101829649goth baddie or not goth baddie, that is the question
People on civitai are trying to use XL loras with Flux...>>101829620You missed the update that Flux runs faster on forge now and uses less vram. You probably don't need the efficiency though>>101828555
>>101829620kill yourself.>>101829626see above will you answer this >>101829649 now?
>>101829552Please be in London
>>101829695Hahaha yeah unfortunately! I guess i'll let them tire themselves outIt's entertaining at least!Also, I hope your new big data thing came out well! Honestly idk how it works, but it seems super interesting :]>>101829730Ohhh cool! I'm glad other anons will be able to use it now :DI don't, but that's great news!!>>101829743I feel like you already heard the song so I won't post it again :]
L O N D O NONDON
>>101829767shut the fuck up I'm trying to talk to a real girl
>>101829767the flickr one? yeah it's going well. on track to be the BIGgest flickr set desu>>101829746>>101829771the dinosaur museum is cool
>>101829775LMAO>>101829814Ohhhh nice!! How do you use it in SD btw? I've always been super interested but never asked
>>101829814Need to shill them and get people to train with them, then you'll get more likes>>101829829Just ordered some cats from Pexet
>>101829743/Fit/
>>101829829same way you use any other dataset, train on it>>101829862some llm guy liked diffusion1b, prompt generator soon maybe. ill do some stuff myself as well to get things going
>>101829862Hey have overnight shipping! :]Really cool sword!!!>>101829900Ohhh! I really should start training models! I think I tried like a year ago and screwed up so I never did again hahaha
things pw has never heard: >"I'm proud of you" >"I love you" - dad
>>101829915I just use the civitai one for Pony. Interested to try Flux, there's a tutorial from the penis lora guy and he uses runpod.
>PW starts posting again>All the other avatarfags move to ldg >Even the thread schizo checks out Literal thread killer...
the minerals are upstairs but close enough>>101829915keep trying! i have all the training datasets used on civit, i'm going to repackage them to a common format then they'll be good practice datasets
>>101829934holy kek.
>>101829953Oh cool! Flux is really fun to use!>>101830032I will! :DI'll give it another shot on Tuesday when I can spend some time on it! I've always hella liked your gens! I wanna try out your fashion one as well!
>>101830051Have you liked his data?
>>101830141That whole part went over my head before, but now that I know it's for training i'm absolutely interested in making a model using it hopefully! :]
>>101830223how did you get the hands so perfect?
>>101830051training on the fashion stuff would be cool
>>101830265shrug, its just a pony mix nothing special.might be easier with gloves
>>101830299I'll let you know how it goes! :]I hope to see you then as well!
what are some good checkpoints (or pony loras) to make scenery/room backgrounds? I'm trying to make a simple 1216x832 image of a bedroom and pony just fucks it up. The bed's proportions are always fucked up and god forbid I try to prompt more furniture. Are there any I could quickly try on civitai generator?
>>101830507For XL, Mobius works really well!
stop booping my nose
dont even think about it
>>101830642>>101830652LOL you should put these in Luma, but reverse so it boops hahaha!
considering i already smashed my 50m flickr target ima 10x it and say the new target is 500mstill going through explore users' photos and gathering the groups that those users belong toneed to be a member of the groups to see the full member list which sucks but i can grab the top contributors from each to add to the users collectionalready put together the scripts for group photos, ill start that up after the users' groups is finishedi could probably just get everything on the site with the photos.search endpoint, each specific query is limited to 4k results but that's np, just use ranges of min_upload_date/max_upload_date
>>101830933awesome, i'm amazed that they dont put more restrictions on those public apis
hmmmm>>101830741gave it a try, its queued, not sure how much prompt it needs
>>101830959i'm actually using the private api that the site itself uses, you need to apply for an api key for the public one and it returns xml, fuck that. the private one also needs an api key but the site assigns a random one when you visit so it's npthe restrictions are limiting the number of results for any specific query, came across that a few times before, there's always an easy way to get unique queries like timestamps, categories, etchad to do it for the stock image set with categories/filters, that's why it's a bit biased atm just because of the categories/filters that it had gone through when i uploaded the set
https://suno.com/song/c3f1f4bd-c054-4b9c-8557-60f8276f8f8a>>101831020Omg I can't wait to see it!! Not much, and I usually turn the "prompt enhancement" off hahaI will say tho I have one in queue that's been going for an entire day LOLI kinda wanna pay for it, but who knows if that'll make it fast enough to be worth it
>>101831064yeah it seems to be clogged up "limited 4 free gens per day"just like suno when it got popular.can't pay for every service 10$ a month or you're broke quickly.
if we just had a real/easy widely accepted usable crypto currency by now, we could pay just by usage
https://suno.com/song/24970eef-1fd5-4a9c-af18-a52af091a637>>101831087Hahaha exactly! If it guaranteed it'd be super quick then maybe I would but idk!>>101831119I'm ok with cash but it's just unsure how fast it'd be! With Suno it's always been quick, even with the trial so I was totally cool with it! Even renewed more tokens
nf4 vs fp8 tests for flux>>101831196
now that the dust has settled, is flux the best model there is right now?
https://suno.com/song/b8b177e2-c972-441d-aa02-ad3d4b1406bb>>101831311It's super fun and does what the proompt says for the most part! There aren't any additional things like models and loras for it yet tho, so it's too early to say for sure!It's fun to play with tho :]
https://suno.com/song/96703218-3a62-4db9-a4f1-ecc119903b0a
and with 4bit it actually gets usable without a nasa pc i hear
>>101831311It's hands down the best base model and by a large margin.Once the autismos get their hands on this and start finetuning it, we're getting some incredible local generation.Thank fuck this thing came out, because I thought that the failure of SD3 would doom us into waiting at least a year or two for a new model, or even longer if the AI bubble pops.
>>101831458indeed, but we're still debating whether it's better than fp8, Comfy gave his opinion about that:https://www.reddit.com/r/StableDiffusion/comments/1epcdov/comment/lhjxxg3/?utm_source=share&utm_medium=web2x&context=3>I can add it but when I was testing quant stuff 4bit really killed quality that's why I never bothered with it.>I have a lot of trouble believing the statement that NF4 outperforms fp8 and would love to see some side by side comparisons between 16bit and fp8 in ComfyUI vs nf4 on forge with the same (CPU) seed and sampling settings.Here's some comparaisons between nf4 and fp8 if you're interested: >>101831196
>>101831515it might be still cool if its still better than xl and comparable or even less memory intensive than sdxlSDXL fp16 < flux NF4 < flux fp16
>>101831515>comfy: the q-quality s-sucks that's w-why i didn't bother>reality: the quality is fine, if not betterof all the possible responses, why did he choose the one that's easily disprovable?
>>101831674there is no logical reason to not implement it.
>>101831691>>101831699Comfy being an absolute retard #Episode14585
>>101831515i like it, 50 seconds for 20 steps on a 3070, comfy fp8 is like 4 minutes
>>101831731that seems reasonable
>>101831691to be fair he probably tested nf4 on SDXL before flux even existed, and using nf4 probably destroyed the quality because SDXL is a small unet model, flux is a giant DiT model so it's acting diffently to nf4, and that's the right moment to implement that shit yeah
>>101831731what about the quality though, do you feel it's worse or?
>>101827381TY Baker,G'mornin Anons,
>>101831754about the same, the big hit is the fp8 t5, and you mostly notice it on text. hopefully we will get a fp 16 t5 version
https://suno.com/song/606de229-ef4c-4784-9739-ed75429b9756>>101831769Good morning, anon! I hope you've slept well! :]
>>101831742yeah nah, the simplest explanation is that he hadn't tested it. saying that he had but the quality sucks is typical comfy, it's shitting on illy for implementing something that "sucks" while acting as if he did it first
>>101831847I'm pretty sure he's fuming right now, forge will be remembered as the guy who made flux run on potato PC possible
>>101831840G'mornin PW,, got up too early though..
>>101831865defcon 1 full nuclear meltdown is imminent desu
>>101831872Heya!! :DOh no! I hope not too much earlier than intended !Sometimes waking up is nice tho! I get it though hahaha! Maybe take a quick nap later if it really is too early tho!
Halp, I'm retarded - when using conditioning concat node it says 'conditioning_to' and 'conditioning_from' -With my logic, 'conditioning_from' is A and 'conditioning_to' is B? A break B?I'm concerned about the correct order of the strings.
>>101831731>D2I almost got banned from PoE this league for generating futa hentai with that games characters, it showed me Blizzard is trully on another level
>>101831926:^D
boo morningready for another day of technology discussion and positive vibes
Comfy vs ForgeSET 1: https://imgsli.com/Mjg2NDY4SET 2: https://imgsli.com/Mjg2NDY5SET 3: https://imgsli.com/Mjg2NDczSET 4: https://imgsli.com/Mjg2NDc1SET 5: https://imgsli.com/Mjg2NDcx MSI RTX 4080, i5 10400kf, 32GB DDR4 RAM.Seeds: 0,1,2,3,4,5,6,7,8Euler Simple. 20 steps. 896x1152. Flux Guidance 3.5, CFG 1.FP8 Model hash: 275ef623d3NF4 Model hash: c161224931 Performance for fp8 is identical in Comfy and Forge. Forge comparisons:Simple Prompt: https://imgsli.com/Mjg2NDQySimple Text: https://imgsli.com/Mjg2NDQzComplex Text: https://imgsli.com/Mjg2NDUyComplex Prompt: https://imgsli.com/Mjg2NDUxComplex Adherence: https://imgsli.com/Mjg2NDQ2Style Adherence: https://imgsli.com/Mjg2NDUz Comfy Seed 0'shttps://files.catbox.moe/g8vgs1.pnghttps://files.catbox.moe/l04z25.pnghttps://files.catbox.moe/gopn0t.pnghttps://files.catbox.moe/0caw66.pnghttps://files.catbox.moe/ppaax8.png Forge Seed 0'shttps://files.catbox.moe/a58j5k.pnghttps://files.catbox.moe/mne0l6.pnghttps://files.catbox.moe/mogf5t.pnghttps://files.catbox.moe/5hoiy6.pnghttps://files.catbox.moe/25bqeq.pnghttps://files.catbox.moe/mtwdqs.pnghttps://files.catbox.moe/kgiirr.pnghttps://files.catbox.moe/zqm79f.pnghttps://files.catbox.moe/8dd748.pnghttps://files.catbox.moe/2hfg23.pnghttps://files.catbox.moe/tqoz6b.pnghttps://files.catbox.moe/qk15x1.png
https://suno.com/song/0632b280-e8c4-4fe6-8d05-1c5e44ca8a93>>101832012Good morning! Nice spooky gen haha!I hope for the same! :]
https://suno.com/song/357a1ed3-2f76-4db6-a9ca-a067b53c3455
>>101832012very nice style
So a 4090 is enough to do flux stuff? I wonder if we're headed in the same direction LLMs have gone where even open models are becoming prohibitively memory intensive to use. 4090s will soon be the king of vramlets for imagegen as well.
>>101832046And some with fp16 since comfy requested it but forge and comfy do shit differently so it doesn't really prove anythinghttps://imgsli.com/Mjg2NDgwhttps://imgsli.com/Mjg2NDg0If you are here comfy, please just implement nf4 support, if nothing else it will make the vramlets happy.
https://suno.com/song/85fdff3d-bbd6-45af-94a7-567247a5afac>>101832277Yeah! I have a 4090 and it works very well!
>>101832277Eventually the hardware requirements will be massive unless of course, Nvidia stops being a massive jew and comes forward with more efficient and cheaper hardware solutions. Or perhaps someone else will...
>pedo and schizo containment general
>>101832367So which one are you, anon? :]
https://huggingface.co/StableDiffusionVN/Flux/tree/main/CheckpointI think I found it, the safetensor of flux fp16 + fp8 t5xxl (29 gb total), with that shit we'll be able to test the fp16 output on forge and see which one between nf4 and fp8 is the closest to fp16 flux
>50s flux on 4060huh, i expected worse
>>101832430im the noooticier
>>101832465OK, gonna try. RIP my gpu
>>101832430i'm the one with a father
>>101832367I have a feeling the call is coming from inside the house as a false flag because you don't like someone
>>101832509same, I guess we have to go on lowvram mode to make it work? on comfy it goes into that state automatically, is it the same for forge?
>can easily find 10K x 14k res images of one concept. >an absolute slog to find 2048 res images of everything else. fml
>>101832520Comfy does, no idea about Forge, never used it until today. It has this guy though, maybe that does something?Otherwise we can force it in the .bat
>>101832504Oh?>>101832514Me too! :]He actually texted me a recipe yesterday that I gotta try hahaha!
found a nice labelled source of animals, not highest res though, some are a bit higher like 1500x1000>>101832525what are you after
>>101832527I think it does it automaticallyhttps://github.com/camenduru/forge>Forge backend removes all WebUI's codes related to resource management and reworked everything. All previous CMD flags like medvram, lowvram, medvram-sdxl, precision full, no half, no half vae, attention_xxx, upcast unet, ... are all REMOVED. Adding these flags will not cause error but they will not do anything now. We highly encourage Forge users to remove all cmd flags and let Forge to decide how to load models.
>>101832553OK good because that was a major hassle with A1111, constantly OOM
>>101832546forgot the caption>Alaskan brown bear mother and cubs standing in long grass {Ursus arctos} Hudson Bay, Canadascientific name is a nice touchopen directory for the low res images, ez. bit awkward to grab all the captions but doableconsidering the directory misconfiguration i can probably find the high res somewhere desu
>>101832546Just venting / watching the kettle boil while waiting for everything to finish downloading & captioning.
>>101832519It's probably Ran...
>>101832535prompt your dad's recipe
Chat is this true? >>>/h/8144209>Comfy and Ilyas were in a relationship for several years during university, so there's unfortunately quite a lot of animosity between them. Personally I hope they get back together, but the last time they met (during a meeting for Stability) there was a huge shitshow.>Comfy ended up leaving because Stability wanted to buy out web-ui and have the two frontends merged with Ilyas collaborating on the project on a contractual-basis. Comfy had various issues with this, the main one being that it would push out stableswarmui, who's dev is comfy's current partner. So comfy left, destroyed several stability servers on his way out (hence why the SD3 release felt so unfinished) and made ComfyOrg.>Stability are currently looking to poach Ilyas and still buy out webui, so many people speculate that Stability engineered this situation so they could get comfy out without breaking any contracts and then hire Ilyas fulltime to work on Stability UI.
>>101832617That's actually a fun idea hahaha! Just a sec :D
>>101832617nta but that's an interesting ideaHere is my chilli recipe prompted
>>101832630Most likely this is true especially because someone has posted this on internet.
>>101832046very much appreciated>>101832030me like>>101832642love me some green
>Mantled howler monkey (Alouatta palliata) resting on branch in rainforest canopy, Osa Peninsula, Costa Rica.nice captions desu>>101832597cool, happy to help if you want itive got flickr scrape in progress, up to 64m nowthere's probably a flickr group for almost any concept you'd want and i'll hopefully get the lot captioned which will let people filter to concepts, i say hopefully because its looking like there'll be hundreds of millions so it could end up needing a lot of gpu hours
>>101832646My fried chicken It's a lot redder than this because I use a lot of paprika
>>101832654It makes sense though and comfy is indeed a massive faggot, so it would out...
>>101832682>would check out
>>101832630>this is just like my fujoshi novels
>>101832674For some reason it thinks my anzac biscuits are undercooked and have semen on them
if you guys continue to talk about fathers and comfys past relationships you will make Julien cry
>>101832708My fudge never looks this good
https://github.com/comfyanonymous/ComfyUI_bitsandbytes_NF4Let the fp16 vs fp8 vs nf4 comparaison begin :)
>>101832765Happy to test this. How do I into bits and bytes? It's not on the node manager
>>101832765>I tested it and it was not worth adding due to the quality decrease!!!!
>>101832630Is Stability in a position where they can 'buy out' anything?
>>101832785do this >>101832790
>>101832630I worked at stability before they laid me off. they did meet and they did shout at each other (the meeting rooms are meant to be 'soundproof' as they're situated in the middle of our open desk workspaces, but they suck). Hard to hear exactly what they were talking about but it got pretty aggressive and you could tell the mood had changed once the meeting concluded. Comfy got the boot shortly after that.
>>101832630you know that ugly fox girl comfy always gens? it's actually a throwback to his partnership with illyas. he's constantly trying to get illyas attention, but illyas wants nothing to do with the mentally ill troon that is comfy, so comfy melties and seethes every time he's rejected
>>101831926Nap would be good, though, not enough time as it is...too much to do!:)
>>101832803why is comfy such a faggot, thoughts?
>>101832617Thin noodles marinated in a thick salsa with onion and cilantro, he really didn't specify further but i'm sure he'd add some kind of meat into it, perhaps carnitas or something haha>>101832646That looks great, anon! Cheese should be melted but i'm sure it would after presentation!>>101832674Nice!! Looks crispy!>>101832708LOOOL>>101832763Looks tasty! Could use some type of nut crumble as a garnish!
>>101832859Hahaha I get that! I find myself in that situation now, but honestly I don't work til late so it's fine! :DThat's a really cool gen!
>>101832873oh wow I forgot my gen LOOOOOL whoops!! It's super late hahaha!
>>101832885I prefer working early,, understood.TY, nice gen just noticed the PW.
>>101832898Ugh I kinda do too cause then you're out earlier! Though I do love sleeping in! It's a double edged sword hahaha!
>>101832765Does not work
>troonmfy stole illyas code for NF4 and removed credit, in desperate attempts to further cement his own retardation
>>101832993Is it true? Comfy is a thief and a fraud?
>>101832993Probably a desperate attempt to stop people from jumping over to forge. I think it's futile, normies obviously prefer A1111's ui, forge or not.
>>>101832957Thin noodles marinated in a thick salsa with onion and cilantro
>>101833000>Shocking absolutely no one >>101833021I'd bet it has more to do with his weird troon vendetta against illya in general than anything. he literally just finished saying he didn't want to implement it because he "tested it and it was bad" (it isn't, he didn't, comfy just has egg on his face as per usual).
We're still doing "console wars"?LOLJust use what you like, anons! Whatever works best for you :]
>>101833040Ohhhh that looks great, anon! :DI'd give that a try for sure :]
Illya stole credit again?https://huggingface.co/blog/quanto-diffusers
>>101833050Well right now this doesn't work, and I really want to do a proper comparison for nf4Comfy are you here? Please see >>101832926
>>101833087>againthe first time only exists in comfy's imagination
>>101833109He's too busy seething
Up all night copying and pasting in between wiping his tears
>>101833109Hmm fair enough, but people are saying mean things about him for no reason! You know how it is around hereI hope you get it working though, anon!btw, is anyone else having issues posting? LOL
does someone have a filter for PW they can pass me? just started lurking recently and it's really grating to scroll through
cmon niggers, the only reason the general was named "stable diffusion" was because it was the only local architecture that existed, the actual meaning was just "image gen thread"
>>101833157If you look for "filter for PW" in desu you'll definitely find it, anon! :]>>101833166We're not changing our name, but you can always go to /ldg/ anon! :DI'm sure it's much more fitting for you!
>>101832765It's ova... fp8 is closer to fp16 than nf4>nf4https://files.catbox.moe/p91tyu.png>fp8https://files.catbox.moe/thvzij.png>fp16https://files.catbox.moe/nmcpcu.png
>>101833146Yeah the captcha is fucked
>>101833166no this is the SAI shilling thread, it always was
>>101833157I don't use it but have seen this posted before.../^PW_/i
/^PW_/i
>>101833194I thought so hahaha! There's a super huge bar on down detector!
>>101833166this is the avatarfag containment thread. we all have an unspoken commitment to shitpost in it so it keeps the illusion of activity and they don't ruin other threads in search of attention.
>>101832993in comfys logic this would now imply that comfyUI is using forge as backend
>>101833146>for no reason
After generating a certain amount of images, I always run into the issue of A1111 ignoring chances in my prompts. Even using negative prompts to counter the issue doesn't change that.Is there a cache that I can clear, or am I doing something wrong?
>>101833040
>>101833166So? People don't want to move to /ldg/ because it's a troll general created by chink shills with several pedo posters. I wish jannies would fucking get rid of that shithole already.
>>101833228You have something to say, anon? :]Speak up>>101833245That looks great!>>101833261Let's not get rid of it hahaDespite the imglets here, it keeps certain people (who get no (you)'s), and their kind away!
>>101833207thanks, didn't even notice the filenames that makes things much easier
She ate everything again... not like this!
>>101833243>chanceschanges
ch ch changes
>>101833273>You have something to say, anon? :]>Speak upYou're pedo apologist.
can I run nf4 model with fp16 t5 encoder?
>>101833648yeah, w/ comfy. Forge is locked to fp8 since you can't set which clip model to use and it uses the one baked into the model
>>101833227that's really cool! what model/art style is that?
>>101833702are you sure about that? we only got a checkpoint that has everything into it, how to "undo" the fp8 t5 on comfyUi?
>>101834023just load the clip separately and connect that to the nodes?
>>101834038and the checkpoint node isn't gonna cry if you don't connect its clip to anything?
>>101834057nope, it's an output. never cares about outputs not having something linked.
>>101827440Because fp8 is a very bad approximation of the bf/fp16 weights, while the BitsandBytes NF4 is a much better approximation while using less bits per weight. Also, the implementation is different which avoid pytorch's broadcasting feature (it's convenient but slower).
69m images from 64k users463k groups foundfound an extra 60k users from the top group contributors
>>101834135it turned out to be a lie >>101833192
>>101834159You deserve coffee.
>>101834163wow illya lied again. more news at 1:00
>>101834176i just made one desu
Honestly the solution to keep debo and PW in this containment thread is greatYou can schizo-out as much as you want here, just stay in the containment thread :]
>>101834163>>101834191It was disproven shortly after as the same poster continued testing and showing nf4 was superior. Though frankly I'd say nf4 looks better in that post too.
>>101834272>Though frankly I'd say nf4 looks better in that post too.why do you all keep missing the point, the goal is to be as close to fp16, and in that game, nf4 does the job worse than fp8.
>>101834309You're a retarded nigger anon
>>101834272if there's little quality difference between nf4 and fp8 but nf4 can leave space for fp16 t5 then nf4 wins, no?
>>101834330shut the fuck up lllyasviel, no one is buying to your shitty lies anymore
>>101834309looks so much better to me.honestly i don't care if it's close to fp16 if the results are better. who cares about how accurate NF4 is to an inferior gen?
>>101834352Funny how fags call everyone a schizoYour father an hero'd because you're a disgrace to his whole family (he didnt consider you as part of it)
>>101834309That's your goal, that's not what illya claimed. How long are you going to cherry pick that one example and ignore all the others? Ie. https://imgsli.com/Mjg2NTE1Nf4 is a clear cut improvement here
>>101834384>who cares about how accurate NF4 is to an inferior gen?that's a retarded take, if NF4 doesn't listen to half the shit fp16 wants to draw, you're gonna get really bad surprises with more examples, don't come to cry because nf4 doesn't listen to your prompt as good as fp16 would do or would add a third arm because "whatever, who cares about accuracy right?"
nta>>101834330retard>>101834384yea who cares how accurate it is compared the the original models intent? im sure it wont pop later in quality.
>>101834309post more than 1 image, Anon.Here's a test using nf4 with fp16 t5xxl clip.https://imgsli.com/Mjg2NTI1
>>101834407>That's your goal, that's not what illya claimedthat's a bait of excellent quality: https://github.com/lllyasviel/stable-diffusion-webui-forge/discussions/981>NF4 may outperform FP8 (e4m3fn/e5m2) in numerical precision, and it does outperform e4m3fn/e5m2 in many (in fact, most) cases/benchmarks.>NF4 is technically granted to outperform FP8 (e4m3fn/e5m2) in dynamic range in 100% cases.
>basing your "arguments" on cherry picked exampleslmao
>>101834408Fp16 hallucinated a 2nd train in the snow here >>101834407Seethe and dilate, Trani
>>101834408Show me a third arm gen from NF4 and then we'll talk. Until then your 'surprises' just make the gens look better LMAO
>>101834309>higher mountains>fewer clouds>brighter clouds = brighter sun>good train light (because it's switched on)>color matched bumpers>bitchin yellow stripe on the green doorsnf4 won
I think it's safe to say that Ilya (ex-boyfriend of Comfy) has revolutionized Stable Diffusion once again.
>>101834421Yes, it does outperform it? You're just proving me right.
>>101834415>yea who cares how accurate it is compared the the original models intent? im sure it wont pop later in quality.this, 100% this, accuracy is king and I don't get why so many retards pretend it's not the case
Why is the solution to all problems to just lie more for the comfy/julien gang?
>>101834451>Yes, it does outperform it?you forgot the "in numerical precision" part, does that feel an outperformance in numerical precision to you retard? >>101834309
>functional windscreen wipers>brighter headlights>not indicating because it's going straight
>>101834415>>101834457>accuracy is king>adds a shit ton of LoRAs to every gen>"-b-but accuracy is king though guys!!!"kek, so transparent
>>101834483>>101834483>>101834483
>>101834473Keep seething: >>101833846>https://imgsli.com/Mjg2NTE5>nf4 is closer to my prompt, which should be a live action aka real person
>>101834497nta, but your argument here makes absolutely no sense given the context lol
>>101834497those pictures have comfy catboxes in ldg with no loras. what are you on about?
>>101833593Soooo nothing, got it! In broken english too! Hahaha imagine my shock!>(you) in the background
just to fill the thread, don't take this personally
Best upscaler for general?
>>101833953it's CinematicRedmond and upscaled with sd1.5 (Humu, but it doesn't really matter). >oil painting, impasto techniqueBunch of random words.
>>101834995I still use ultrasharp and I'm happy with it
>>101832249very cozy
>>101835458thanks
best ai tool outside of sd for decensoring images?
I'm coping so hard rn because my RTX 4070 is 8gb vram and I can't run flux. Is there a way to run flux with my gpu?
>>101837378have you tried the FP8's?
