Discussion of Free and Open Source Diffusion ModelsPrev: >>108305418https://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>Zhttps://huggingface.co/Tongyi-MAI/Z-Imagehttps://huggingface.co/Tongyi-MAI/Z-Image-Turbo>Animahttps://huggingface.co/circlestone-labs/Animahttps://tagexplorer.github.io/>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>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-linkCollage: 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 frenship
>>108310881thanks for baking catjakanother defaced trash thread yay
>mfw Resource news03/06/2026>Modular Diffusers - Composable Building Blocks for Diffusion Pipelines https://huggingface.co/blog/modular-diffusers>LTX-2.3-GGUF Using Unsloth Dynamic 2.0 https://huggingface.co/unsloth/LTX-2.3-GGUF>RealWonder: Real-Time Physical Action-Conditioned Video Generationhttps://liuwei283.github.io/RealWonder>FaceCam: Portrait Video Camera Control via Scale-Aware Conditioninghttps://weijielyu.github.io/FaceCam>RelaxFlow: Text-Driven Amodal 3D Generationhttps://github.com/viridityzhu/RelaxFlow>Guiding Diffusion-based Reconstruction with Contrastive Signals for Balanced Visual Representationhttps://github.com/boyuh/DCR>MASQuant: Modality-Aware Smoothing Quantization for Multimodal Large Language Modelshttps://github.com/alibaba/EfficientAI>VisionPangu: A Compact and Fine-Grained Multimodal Assistant with 1.7B Parametershttps://www.modelscope.cn/models/asdfgh007/visionpangu>Rolling Sink: Bridging Limited-Horizon Training and Open-Ended Testing in Autoregressive Video Diffusionhttps://rolling-sink.github.io>MorphAny3D: Unleashing the Power of Structured Latent in 3D Morphinghttps://xiaokunsun.github.io/MorphAny3D.github.io>RLC Prompt Suite for ComfyUI: JSON-based prompt generation and seed managementhttps://github.com/efeerimoglu/ComfyUI-RLC-Prompt-Suite>ComfyUI LoRA Optimizerhttps://github.com/ethanfel/ComfyUI-LoRA-Optimizer>ComfyUI Optical Realism Post-Processing Nodehttps://github.com/skatardude10/ComfyUI-Optical-Realism03/05/2026>LTX-2.3 Video Enginehttps://ltx.io/model/ltx-2-3>LTX Desktop: Fully local AI gen space with integrated video editorhttps://ltx.io/ltx-desktop>Z-Image Power Nodeshttps://github.com/martin-rizzo/ComfyUI-ZImagePowerNodes>Error as Signal: Stiffness-Aware Diffusion Sampling via Embedded Runge-Kutta Guidancehttps://github.com/mlvlab/ERK-Guid>Gaussian Wardrobe: Compositional 3D Gaussian Avatars for Free-Form Virtual Try-Onhttps://ait.ethz.ch/gaussianwardrobe
>mfw Research news03/06/2026>Accelerating Text-to-Video Generation with Calibrated Sparse Attentionhttps://arxiv.org/abs/2603.05503>FC-VFI: Faithful and Consistent Video Frame Interpolation for High-FPS Slow Motion Video Generationhttps://arxiv.org/abs/2603.04899>Diffusion-Based sRGB Real Noise Generation via Prompt-Driven Noise Representation Learninghttps://arxiv.org/abs/2603.04870>Diff-ES: Stage-wise Structural Diffusion Pruning via Evolutionary Searchhttps://arxiv.org/abs/2603.05105>Transformer-Based Inpainting for Real-Time 3D Streaming in Sparse Multi-Camera Setupshttps://arxiv.org/abs/2603.05507>Frequency-Aware Error-Bounded Caching for Accelerating Diffusion Transformershttps://arxiv.org/abs/2603.05315>Axiomatic On-Manifold Shapley via Optimal Generative Flowshttps://arxiv.org/abs/2603.05093>How far have we gone in Generative Image Restoration? A study on its capability, limitations and evaluation practiceshttps://arxiv.org/abs/2603.05010>Locality-Attending Vision Transformerhttps://arxiv.org/abs/2603.04892>FOZO: Forward-Only Zeroth-Order Prompt Optimization for Test-Time Adaptationhttps://arxiv.org/abs/2603.04733>HALP: Detecting Hallucinations in Vision-Language Models without Generating a Single Tokenhttps://arxiv.org/abs/2603.05465>Decoding the Pulse of Reasoning VLMs in Multi-Image Understanding Taskshttps://arxiv.org/abs/2603.04676>A Simple Baseline for Unifying Understanding, Generation, and Editing via Vanilla Next-token Predictionhttps://arxiv.org/abs/2603.04980>CLIP-driven Zero-shot Learning with Ambiguous Labelshttps://arxiv.org/abs/2603.05053>Revisiting Shape from Polarization in the Era of Vision Foundation Modelshttps://arxiv.org/abs/2603.04817>AI+HW 2035: Shaping the Next Decadehttps://arxiv.org/abs/2603.05225
>>108310942>>108310950Fuck off with your spam
>>108310942>>108310950Nice, thank you. Do you just browse the threads and reddit for the links?
>>108310971Be careful he tried multiple times to distribute malware
>>108310971Should be asking this in the other thread where he normally posts >>108298416
>>108309172I had the same problem. Check the models you use again. I was accidently using LTX 2 spatial upscaler instead of the 23 one.https://huggingface.co/Lightricks/LTX-2.3/blob/main/ltx-2.3-spatial-upscaler-x2-1.0.safetensors
is wan2.2 still king for nsfw I2V or do you prefer LTX?
>>108310978Seriously? Where?>>108310980I don't go there, why shouldn't I ask here?
>>108310996>why shouldn't I ask here?We don't want him infecting this thread. Best to ignore the posts he makes here.
>>108310986there is a rentryhttps://rentry.co/ranfaggotguess anons don't bake 30 posts early as this faggot so he gets to insert his spam in the op
>>108310881/ldg/ ANCHOR:>/ldg/ pixiv:BakerAnon:https://www.pixiv.net/en/users/110320313Nekotwins:https://www.pixiv.net/en/users/93453238RSetsuu:https://www.pixiv.net/en/users/91156181tamzaiy:https://www.pixiv.net/en/users/38224130匂い:https://www.pixiv.net/en/users/76374114Otto:https://www.pixiv.net/en/users/106407853owphoenix:https://www.pixiv.net/en/users/1661492cornholioanon:https://www.pixiv.net/en/users/1035594kunitsune: https://www.pixiv.net/en/users/1154481Encolpe : https://www.pixiv.net/en/users/1528323Ravaged Cherry: https://civitai.com/user/RavagedCherry*Anchor your Pixiv and CivitAI here to add it in the next thread.>/ldg/ CivitAIhttps://civitai.com/user/Nyan666https://civitai.com/models/1922023/obmirsak
>>108310776>That being said. I do have a life outside of this general.as you can see from the influx of troll posts ITT some anons in fact do not have a life outside hating this general
>>108311009Why? I don't get it. It's just news.
Local Sora 2 at home waiting roomHere's to 9 more months of wan 2.2
https://civitai.com/models/2443202>[Anima] Canny control LoRAAnima chads we eating
>>108310942Thank you.
>>108311035The one who posts them generally lowers the quality of the threads he posts in hence the reason to not engage.
>>108311077You're gonna have to be more specific than this.
>>108311100Why?
>>108311103Because that's just a baseless accusation if you don't provide context. The news posts are pretty useful. Much more useful than anything you posted so far.
>>108311119I'm just telling you the truth you can choose to believe me or not.
>>108311135debo female?
>>108311143No
>>108311135fran? long time no see
>>108311051>I may either make a custom node or try to get this merged upstream...comfy pls
They act faster on 'person likeness' than cp uploads by jeets, insane.
>>108311221Why not go for something bigger than Civitai? Or rather something more interesting and important than a jeet haven.
>>108311221you strike me as the tattle tale in school who wasnt very popular with his peers
>>108311295sound like a pretty sad life you live
>>108311308Brown hands typed this.
>>108311328have fun thinking about browns that much i guess
>>108310971>Do you just browse the threads and reddit for the links?these threads, reddit, twitter, and the arxiv preprint server. I still miss stuff here and there though so lmk if you see something I didn't
We could set a Guinness World Record for the general being raided by schizos for the longest time.
>>108311345Is there malware hidden again in the schizo "news"?
>>108311221sounds a lot like 4chin
>>108311345nta but based, appreciate your work>lmk if you see something I didn'tsure bro, although right now there's not that much happening in imagen
>>108311371fuck off already dude
>>108311361>>108311135nice
>everyone who stayed in sdg is now lurking and posting in ldg because its where everything happens Total schizoanon victory
>everyone who stayed in adt is now lurking and posting in ldg because its where everything happens Total schizoanon victory
Schizoanon here. It’s my poor GPU’s fault, it takes five minutes to generate an image with ZiB and forces me to schizopost in the meantime, i'm a victim.
>>108311467Those are threads with just gens, no real technical discussion, Q&A, talk about new trends, models. Of course they come here
>> 108311568>no real technical discussionIs technical discussion here in the room with us?>Q&AIs Q&A here in the room with us?>talk about new trendsIs new trends here in the room with us?> modelsIs models here in the room with us?
meltie
uh oh
>>108310994LTX
>>108311425this is great anon
>>108311772nice
if only niggerjak could leave this thread for good
Anyone switch back to Forge Neo after using Comfy for a while? It feels so slow. Comfy’s memory optimizations are really impressive.
>>108311929Yeah, Comfy did an amazing job improving memory.
Is 2.3 a genuine enhancement over ltx2?Are ltx2 loras compatible with it?
>>108311943i guesskinda
>>108311929>>108311939All me. I am the biggest ComfyUI fan in the world.
ComfyUIs idiotic memory management makes KJNodes audio vae loader hard coded to CPU only... I have to patch it in order for the audio pass to be a useable speed on 32gb of ddr4 with an AI Pro 9700 with 32gb of vram>>108311345>these threads, reddit, twitter, and the arxiv preprint server.You should grab some glm-5 and automate it, deeby. Also I'd prefer if you did basic categories by modality like video/image/audio because I'm only interested in the video stuff and sifting through Chinese snake oil stuff isn't funYou already kinda do it by naturally putting the more interesting stuff higher but it would be nice to make it explicit
. This video took 12 minutes with Q4_K_M Gemma and Q6_K ltx 2.3 on the Radeon AI 9700
>>108312040Every time I use ComfyUI, it slowly fills up my swap. After quitting and cleaning up the memory, some swap is still allocated. Normally my Linux system does never use swap whatsoever.I don't know man. It wasn't like this in Windows but that was year ago or so, lot of things have changed (to the worse).
>>108312089sounds about right
>>108312040To add: these node creators can and often will avoid using ComfyUI native memory management. This is what leads to most issues.KJNodes are just doing something on their own.Not saying that ComfyUI isn't bad it is but this is another layer of bullshit.
>>108312089This would have been impressive 2 years ago
>>108310994There is so little nsfw loras for LTX, it's mostly unusable even for vanilla stuff
>>108312040>You should grab some glm-5 and automate it, deeby.I already have a lot of automated help built out for parsing through the preprints. the evolution has been crazy; I started with a google sheet and manually going through hundreds of open tabs to now a fully baked web app w/ LLM processing>Also I'd prefer if you did basic categories by modalityI keep the news posts to the bare minimum because of the 2000 character limit, so I can't really add extra meta info cuz then I'd have to trim more articles. but the coming-very-soon-TM news website has categories, tagging, modality, and searching tho. you'll like it
>>108311568ASA LOST
could you faggotniggys stop sending your underage trolls to /sdg/ and posting troll posts as its off topic and not welcome or wanted >>108311057.I give zero fucks you faggotniggy are obsessed with debo and want his dick but stop showing up in the thread posting off topic troll posts and being faggots about it and seething he exists. so since you all want to send faggots to other threads to shit post I am now showing up here to give you back what you give. also your excuses and larps of we dont control anyone anon so blah blah is going to be ignored as those posts reference this thread specifically and thus I am now here to fun post in it and do the things you do in other threads. seethe and melty over what you caused and blame yourselves.I will be posting whatever I want and will be using this thread as my dumping grounds going forward.
>>108312311
>"I give zero fucks">writes an essay
>>108312321
>>108311929>It feels so slow. Comfy’s memory optimizations are really impressive.I understand when projects focus on the front end and making everything nice for the user to use. But I really don't get why the people who make Forge and etc. don't actually keep their backend up to date with the changes that Comfy made with the parts they still have that are ComfyUI's backend at least which should be the easiest to port. ComfyUI won its position in large part due to how it performed over A1111 and other UIs alongside its support of new models. Which is why you see the grumbling and gnashing of teeth over not liking ComfyUI but using it anyways.
>>108312329>uses a keyboard and can type multiple lines in under 30 seconds>phoneposter seething he can barely write 1 line and larps its an essay>phoneposters get hostile if having to read more than 10 words or 2 lines>>108312332
>>108312342
>doubles down on "not caring">writes another essay about how he just loves writing about not caring and brags about being "fast" at it
>>108312348
>>108312359>phone poster still seething over words typed on a keyboard>phone poster doubles down on the larp a few line are an essey exposing his low IQ zoom zoom brain and words hard>he's still seething, he's still larping, he's still trying to lieif only you retard naggyfaggots hadnt showed up in /sdg/ daily for months on end going fuck off debo we dont like you and pissing everyone off with your inability to stop trolling and being low impulse control faggots. now you get those consequences but larp things like essay and larp doubling down while you do the same and more. that troonfag logic of rules for thee but not for me and getting mad when you get what you do back at you. now falsely larp this is an essey as you're a phone poster and 10 words hurts your zoomtard brainnow keep making up things to accuse me of so I can laugh as you flail around in what you earned
>still typing essays
>>108312383
>still larping the word essay and presenting fake reality as realstay triggered faggot and stop showing up in /sdg/ shitposting or i'll show up again each time
>he finally stops writing essays
>he's still larping about essays and being a triggered troonfag
>>108312334Haoming infrequently pulls from ComfyUI, it's not like he doesn't do it but it is rare. He did it just recently in January with his "rewrite"https://github.com/Haoming02/sd-webui-forge-classic/pull/559
>>108312409I await more melty posting from spergtroons triggered over what they caused trolling sdg daily for months
>his replies get shorter and shorter
>he's still triggered and whining over what /ldg/ brough on itself and earned>blaming others and not themselves as expected
>quiet
>>108312445oh you want more text? ok lemme load up project gutenburg to get shit to copy paste in my ai art posting I am doing in an ai art posting thread
>>108312383oh so it's n*gbo gotcha
>triggered by a single word
here are more of those "essay" you wanted in text>>108312469=====================================+ THESE HINTS ARE ONLY RECOMMENDED ++ FOR CHARACTERS OF AT LEAST TENTH ++ LEVEL (THAT'S WHERE YOU'RE GOING) +=====================================THE ELEVATOR:ONCE YOU GET THE BLUE RIBBON, YOU MAYENTER THE PRIVATE ELEVATOR. THISIS ON THE FOURTH LEVEL ("D") ON THEOPPOSITE SIDE FROM THE CONTROL CENTER.IT LEADS TO LEVELS 5-9 (A-F). LOOKOUT, THE MONSTERS GET MUCH MOREPOWERFUL!THE TENTH LEVEL:TO GET THERE, FIRST GO TO LEVEL "F",THEN FOLLOW THESE DIRECTIONS:<RETURN> A A K D K D W W (UNTIL WALL)D W W (UNTIL WALL), AND KEEY TAKINGRIGHT TURNS UNTIL YOU COME TO A DOOR.GO THROUGH THE DOOR, AND HIT TWO MOREW'S. AND..... A CHUTE.... TENTH LEVEL!CONTRA DEXTRA AVENUE:THE IDEA OF THIS IS THAT ONCE YOUFINISH OFF A ROOM ON THE TENTHLEVEL, GOING RIGHT, THEN STRAIGHTFORWARD WILL TELEPORT YOU BACK TOTHE FIRST ENCOUNTER. SEARCH AROUNDTHE REST OF THE ROOM (DON'T FORGETTHE CENTER) FOR THE FORWARD TELEPORTER.AFTER 6 OR SO ENCOUNTER AREAS, THEREWILL BE A ESPECIALLY LONG CORRIDOR, ANDYOU WILL FIND...."THE LAIR OF THE EVIL WIZARD WERDNA" THE WIZARD IS ** IN ******************************************* THIS IS IT!! HOW TO SLAY **** W E R D N A ! ! ! **** NO ADMITTANCE TO CHARACTERS BELOW **** 13TH LEVEL!!!! TURN BACK!!!! *****************************************WERDNA'S LITTLE CLIQUE WILL CONSISTOF THE FOLLOWING:1-4 VAMPIRES1 W E R D N A1 VAMPIRE LORDNOTE: VAMPIRES AND VAMPIRE LORDS ARE"UNSEEN ENTITIES", AND WERDNA IS A"MAN IN ROBES". GOOD LUCK....TRY THIS BATTLE SEQUENCE:1) FIGHT AGAINST WERDNA2) FIGHT AGAINST WERDNA3 & 4 - FASTEST PRIEST CASTS MABADI ONWERDNA, WHILST THE SLOWEST DISPELLS(TO NO AVAIL?) TO VAMPIRES5) SPELL: ZILWAN AT THE VAMPIRE LORD6) SPELL: TILTOWAIT - THIS'LL GET 1/2THE VAMPIRES, AND 50% OF THE TIMEHITS THE VAMPIRE LORD.
>malding
guess you should have not done that months of trolling and earning this. but hey larp all you want kids i'll just show up again next time you fuck up in /sdg/ and post dumbmore text for the faggotsCUSINART - (EITHER ?BLADE, OR ?SWORD)-DOES AMAZING DAMAGE PERIOD.MATAMORA (WHATEVER) BLADE - IN HANDS OFA SAMURAI, IT DOES ABOUT 100 POINTS OFDAMAGE PER STRIKE!!DAGGER OF SPEED - (?DAGGER) - CAN ONLYBE USED BY A MAGE. USELESS!!! GIVESTHEM FIRST PHYSICAL ATTACK - WOW!!ALSO RAISES THEIR AC BY 2 - STINKS!MACE PRO POISON - (?KNOBBED STICK) -WE'RE NOT SURE, BUT WE -THINK- THAT"PRO" ACTUALLY MEANS "FOR", NOTPROTECTION, AS IT DIDN'T SEEM TO HELP.MISC ITEMS.JEWELLED AMULET -(?AMULET) - UNLIMITEDDUMAPICS.AMULET OF MAKANITO - (?AMULET) -OBVIOUS, TO SAY THE LEAST!-THE- AMULET - (?AMULET)-SEE ABOVERING OF HEALING - RING OF REGENERATION-SLOWLY HEALS IT'S WEARER. ALSO EITHERDOES A KADORTO OR A PARTY MADI.SILVER GLOVES - (?GLOVES) - +3GOLDEN GLOVES - (?GLOVES) - +5THAT'S IT!!**************************************AND HERE'S THE ULTIMATE IN SUPERCHARACTERS. WHEN AN ATTRIBUTE DROPSBELOW 0, IT RETURNS AT ** 31 **THINK OF HOW POWERFUL THIS CHARACTERWILL BE. UNFORTUNATELY, YTHESECHARACTERS MUST BE SO OLD THAT THEYWILL CONSISTANTLY LOSE ATTRIBUTESWHEN THEY GAIN LEVELS. ON THE OLDVERSION, YOU CAN HIT RESET AND RECOVERYOUR CHARACTERS, 10 YEARS OLDER (SORRYTO THE PEOPLE WITH THE NEW SCENARIOS)FINALLY, THEY WILL GET 31'S.UNFPRTUNATELY, WHEN ONE CHANGES CLASS, ALL ATTRIBUTES ABOVE 18 ARE LOST, SOYOUR CHARACTER IS STUCK WITH WHATEVERHE GETS A 31 IN. FOR INSTANCE, WE HADTO PUT A 200 HP, 31 STRENGTH MAGE INTHE FRONT! (STRIKING 1 TIME WITH ADAGGER FOR 30 DAMAGE!)---------------------------------------THIS WAS ALL BROUGHT TO YOU BY: JIM REICH - TCF369 ADAM LEVINE KRAC-MAN JON FELDMAN---------------------------------------
>>108312477>still larping hard and lying still>still pretending this isnt over trolling /sdg/ and getting what you earned>assuming im raging in seethe and not laughing and enjoying music and watching you all do nothing but larp reality and look at the ground. do file false reports larping im off topic when my ai art posting is on topic. I just added words like the one essay obsessed anon wanted. keep balding, malding, seething and dont forget to DIAL8
>>108312311Based. /ldg/ delenda est.
is there a node that overlays bounding boxes to images along with a value? like i have some text related to the bounding boxes describing the object and i'd like it to be written inside the bounding box.I'd rather not ask claude to produce me such a node if possible
>>108312513isn't that sorta what adetailer does?
>>108312523I'm generating the BBOX coords + values myself
>>108312528oh i misread it as you wanting a bounding box to be made based on an object description but you want to draw a bounding box along with the value (which i assume is text) and have the text appear inside the box? (and I assume wordwrapped around the object as well)
and he is gone
>>108312556yeah, I mean creating a node to do this shouldn't be hard, I was looking into what I had available and saw kjnodes has a bbox visualize node (which probably just draws the boxes) but it doesnt even accept a json, it wants torch images from what I see.The only difficulty I forsee is the wrapping text (along with some padding) and also word-wrapping config (word truncation or any point truncation).I thought this was a common enough usecase. I guess not.
>>108312574i think an edit model like klein could probably just do this though? tell it to draw the box around the object and add the text
>>108312588that's retardedjust draw the box and text with PIL
>once we have base to train on, loras will not comletely fuck up Zit anymorewhat went wrong?
>>108312795I too would like to know this
>>108312410He'll probably merge the dynamic VRAM stuff in at some point. I've seen some complaints here, on github, and the Comfy repo is still being updated though.
>>108311929I am using Forge Neo only. And I don't understand how people really cope with Comfy absolutely retarded UI design. I mean that shit doesn't even have hires fix.
>>108312487>>108312474>>108312469Bro, bump your dead general >>108309853Stop hiding behind /sdg/ to raid us.
>>108312334Bullshit. A1111 stalled out because he stopped publishing updates. Same as Illyasviel a year later. Glad Haoming is keeping it up with Neo.Comfy just became so popular because he worked with SD and because everyone provided nodes exclusively for it instead of developing python modules to be independent of the UI.
just a bit of banter
I don't understand people endlessly talking about UIs.
>>108313124I agree with you.
>>108313124I don't agree with you.
>>108312963>I mean that shit doesn't even have hires fix.holy brainletnot only are there custom nodes for that it is also trivial to create, it's just a few nodes
>>108313152Show me the node that allows me to click a button when I want to upscale a gen.
>>108313178Fastbypass nodes let you with one click enable and disable other nodes for example your second pass.
>>108313201That's not how hires fix works.
>>108313208With a single click I can enable or disable it. You don't even know highres fix means a second pass.
>>108313178so your issue wasn't that ComfyUI doesn't have hires fix, but that you didn't know how to make it work exactly how you likemy workflows always hires fix, if I don't like the base gen I cancel it>>108313208oh, you're retarded
>>108313217Hires fix runs img2img with the same seed after an upscaling pass. Comfy can't
>>108313223oh youre just trolling kek never mind
>>108313220Eat dirt troglodyte.
>>108313223who is paying you to lie about a porn generator UI on the internet?>>108313228says the tard that doesn't know shit about fuck
>>108313226How do you run a second ksampler with the same seed as the previous gen? (No, fixed seed is not the same.)
>>108313238lol
>>108313235I am not lying. You are just not understanding shit. Go back to your cumfart goon
>>108313238this nigga
>>108313241You can't show proof. You lost.
>>108313238
>>108313254bwo, you can just use a random int node linked to both seeds
>>108313259I knew it
How has anon still not figured out comfy at this point keke
>>108313261holy fuckAm I talking to absolute morons or what?Go back and learn how hiresfix works
>>108313267explain, in detail, what you think a hires fix pass is
Cumfart users are at this point completely lost in stockholm syndrome or some shit like that.
>>108312963>I don't understandThere seems to be much you do not understand
>>108313278I did already>>108313223
>someone crying at comfyui not being able to do something>its a complete retardevery time
>>108313292Yes for instance how you made it this far on the internet.
>>108313295more detail, also why do you require the second pass to use the same seed anyway? if you explain what you think hires fix is maybe we'll understand this requirement, otherwise you've already been shown how to use the same seed in multiple places
>>108313301Says the troglodyte.
>>108313316>he doesn't know what a seed does for a sampler
>>108313320that's not an explanation, anon, we won't get to the bottom of this this way
>>108313330What bottom do you want to go? Your screenshot tells me everything I need to know that you don't understand hires fix.What your screenshot is the same as this in Forge.
>>108313338>Your screenshotnot my screenshotyou still haven't explained what you think hires fix is
>>108313338>eurotard timestamp ah i see the problem now
>>108313347So then where is your wf?
>>108313350where is your explanation of what hires fix is?
>>108313349>t. has nothing to contribute
>>108313355>>108313223
>>108313360why do you NEED the same seedwhat do you think hires fix is that it requires the same seed
>>108313362img2img with the same prompt and same seed after upscaler pass what else the fuck do you want to know?>upscaler pass -> img2img gen with the same prompt + seed (including wildcards and everything else you might have in there) with added noise for details -> vaeIt needs the same seed so the sampler produces a nearly same output. How the fuck is this difficult to understand?
what mental illness is this?
>>108313383>spergs
>>108313338Yes because you asked how to reuse the seed of the previous output. >>108313380You can hook a single seed node to multiple samplers so both will use the same seed.
>>108313412>You can hook a single seed node to multiple samplers so both will use the same seed.You could also just use fixed seed on both ksampler nodes. But that's not what I demanded earlier.>>108313178Instead you always run both passes, even if you don't want to keep the result.
>>108313390clip on hair is pretty
>>108313429>Instead you always run both passes,Not with >>108313201 if you want single click. >But that's not what I demanded earlier.We have shown you how to via single click enable the highres pass, ensure the seed of the second pass is the same as the first, and reuse the last seed. I don't know what else you need.
>>108313380>It needs the same seed so the sampler produces a nearly same output.the resolution is different, even with the same seed you won't be getting "nearly same output". with SDXL just adding 8 pixels to any dimension completely changes the image
>>108313448How is the concept of a single button so difficult to understand for comfy simps?>and reuse the last seedi am not just fixing the seed from the last run. I am taking the seed from the metadata and img2img the image.I can simulate the same result as hires fix in Forge with sending the generated image into img2img with sd upscale and copying the seed over.It's exactly the same but with more steps.An exact hires fix replacement for cumfy would need to cache the first pass image and on button send the image into a second img2img pass with a ksampler that takes the seed from the image.
>>108313485>taking the seed from the metadata>copying the seed over>takes the seed from the imageWhy do you need to do this?
>>108313454With the same seed you also generate the same latent noise and the exact same noise that a sampler might add. Just the u-net might alter the image because the latent space gets larger (and for sdxl also tiled). That's why you control the denoiser level of the img2img to add more or less detail alteration.
>>108313497>why do you need the same seedYou back at this again?
>>108313485>I am taking the seed from the metadata and img2img the image.there exists nodes that can read the metadata of a gen if you really wish to do it that way
>>108313485the entire workflow is in the image that comfy outputs, if you REALLY needed to you could just add a node that pulls the seed from the image when you load it and feeds it into the ksampler.
>>108313511Yeah now give a cache node that doesn't require me to upload the gen like in a pure i2i wf.
>>108313520>>108313518We have now established that you can do hires fix in cumfy with some spergs like loading an image. Cool. But that's not the same as a highres fix button.
>>108313520>that doesn't require me to upload the gen like in a pure i2i wf.If you aren't running highres fix on a bunch of old gens then the prompt, seed, and other settings will already be in the workflow thus you will not have to load anything. >>108313530>But that's not the same as a highres fix button.>>108313201>Fastbypass nodes let you with one click enable and disable other nodes for example your second pass.
>>108313500>you also generate the same latent noisesame as what? the first pass? absolutely nottry it, same seed, add 8 to any dimension, you get a very different image.>That's why you control the denoiser level right, because if you put denoise at 1 you get a very different image even with the same seed. your reasoning for wanting the same seed for the second pass is faulty
the American man says "fuck you Sony, Marathon was a failure! I lost my fucking money!". He falls to his knees and starts crying.ltx 2.3 is pretty good, using this workflow: https://huggingface.co/RuneXX/LTX-2-Workflows/tree/mainhttps://litter.catbox.moe/quhjbimujdt3ftd8.mp4
>>108313536I am not running t2i -> upscale i2i in hires fix.Am I talking to a brick wall?
>>108313530you can open a comfy .png in notepad, it's a json. you have like half a dozen options for keeping or reusing a seed. if you really wanted to you could add a preview node out of the vae decoder that reads the seed of the image that you just generated, you could rebuild the whole thing if you wanted too, in the same workflow with 1 click of a button.
>>108313551>same as what? the first pass?Do you know what a random number generator is and how it uses seeds?
>>108313557>you can open a comfy .png in notepad, it's a json.Cool story bro but I am not planning to do that.
>>108313554>I am not running t2i -> upscale i2i in hires fix.What are you running?
>>108313561yesdo you know how the latent is created?do you understand that if you were right changing the resolution slightly would not produce completely different images?
It was potentially nsfw. I didn't see it myself and I think it wasn't.
>>108310994Of course. WAN2.2 is still getting plenty of NSFW loras, discussion and workflows. LTX is dead in the water for porn. I don't think it's going away for a long time. Wan is basically the SDXL of video.
>>108313575>do you know how the latent is created?With an RNG. And there's your seed. bam
>>108313554you asked how to enable a highres fix pass with one click and we showed you whats your hold up
>>108313585you completely ignored the second question, curious
>>108313552>the American man says "fuck you Sony, Marathon was a failure! I lost my fucking money!". He falls to his knees and starts crying.What?
using seeds to get the same output hasn't been relevant in a long time. it doesn't even work depending on what sampler you use. if you want the same output for upscaling, use tile control nets and adjust the strength accordingly.
>>108313601Because you completely ignored the second half of my earlier post where I explained this.
>>108313596You showed that you don't understand shit but thanks for trying.
floyd, nigga:https://litter.catbox.moe/7uruai5hz4pf9b05.mp4
>>108313615>you don't understand shiti mean you dont understand how to use comfy so
>>108313628your mom
>>108313338No wonder you're having trouble with this if you're unable to realize you're talking to multiple anons
>>108313620Wouldn't it be funnier if you actually worked out some new, out of the scene lyrics?If you had an ounce of imagination in your soul?
>>108313612I didn't ignore shit, I explicitly addressed itagain, do you understand that if you were right changing the resolution slightly would not produce completely different images?just in case you forgot you said the same seed, at different resolutions, gives "nearly same output"
>>108313610You don't want the exact same output at upscaling otherwise you could just upscale without running the whole unet again. You want to add some noise to improve details on a higher resolution. But you want the same seed to keep as much of the original composition as possible.
>>108313645figuring out the model, can it do prompt travel? like, after 3 seconds do this and this?
>>108313660Just do it and post again.
>>108313652That's why I said adjust strength accordingly.
>>108313648fuck god are you fr nigga. Read my earlier post where I talked about what an u-net does with an increased latent space.
Sudden abrupt drop in. What's the best animated ai girlfriend you can cyber sex with? Whats the best one you can get for free if there is one?
europoos are a blight
>>108313668You don't need cn for that. You can but that's a completely different approach.
>>108313670you are an absolute brainlet and you are completely unable to prove your claim by just generating two images with the same seed and different resolutions
>>108313691fuck is this
>>108313688read my earlier post then come back
>>108313691I love this, ZiB, reltively safe for work.>>108313694Where are your gens, anon?
>>108313694Its just a picture big dog
>>108313696done, now you generate your proof and make me look really dumbgo ahead, I'm ready to be made a fool
>>108313703why should I generate something that I never claimed you idiot
>>108313682You get more fine grain control, especially if you also adjust the denoise. Just using seeds is unreliable. I haven't seen that in any upscaling workflow in ages.
>>108313680Come on, give me an answer
Imagine arguing with an autistic retard that thinks there is something special about automatic1111's hiresfix (its literally just img2img, you can look at the code).
>>108313713>>108313380>It needs the same seed so the sampler produces a nearly same output. How the fuck is this difficult to understand?
>>108313714Like I said it's a different approach.
>>108313681Let me think, nu-retards like you are afraid to say nigger or you are afraid to kill someone.This is why there is always a replacement for words like 'brown'. Grow up.
>>108313723That's not the post I meant. Also why is "nearly" difficult for you?
>>108313731>Also why is "nearly" difficult for you?HAHAHAHAHAHAHAHAHA
>>108313719Imagine being so far with autism that you fail to follow a thread.
>>108313719it's not just hiresfix, but some delusional anons think a1111/forge is magic and somehow just produces better images and will refuse to use anything.
>>108313731Grow up.
>>108313735You ignore half of my post... again.>>108313740no u
>>108313744>You ignore half of my post... again.LMAO
Cumfart simping must be the worst profession one could take in this scene.
>>108313747>displaying his inability to follow a thread
>>108313744I don't argue with retards.
>>108313738>Imagine being so far with autismplease feed your replies into a chatbot id rather read purple prose than your esl speak
>>108313754KEK
>You can just do .. and .. and then you have the same ok not exactly the same but YOU DONT KNOW SHIT MKAY
>>108313758>provides proof
Jesus.
>>108313220>so your issue wasn't that ComfyUI doesn't have hires fix, but that you didn't know how to make it work exactly how you likethis nigga (me) got it exactly right from the beginninghe (again, me) must be really smart and have a big dick
Dang LTX2.3 is so annoyingly huge. Entire 12B gemma as TE? How bad is it if I run the model on q4? I have a 4070S.
>>108313776>>108313763>provides proof>again
>>108313777bad, I suspectvideo is out of your league, don't torment yourself
I launched Comfyui easy install to find out they changed up the template for Wan2.2 I2V. How do I get the old version back, everything is hidden behind a subgraph and I hate it
>>108313780knees too weird, would swipe leftalso you're a brainlet
>>108313786>t. nogen
>>108313784Just unpack them.
>>108313795>samegen>mangledgen
>>108313802>t. still nogen
>>108313776It's easier to blame the tool than it is to learn how it works desu.
>>108313799Pretty new at this, you mean copy/paste them onto the main page? I guess I can look for screenshots of the old version & recreate it
>>108313795>>108313807>complaining about "nogens" >>108298416
>>108313807>still no easy proof
>>108313739The default noise sampler is slightly different. One of the forge variants, reforge had an option to switch between Comfy and A1111 to reproduce old seeds.
>>108313817>t. another nogen
been trying to get triton running on win10/amd, I looked at the pytorch/triton compatibility chart and made sure to install the right version (2.9/3.5) but it keeps throwing compile errors like command failed with exit code 2AI software is some of the most fragile piece of shit I've ever seen in my life
does this count as spam now?
>>108313830It's counted as trolling for the past hour or so
>>108313810Right click on the subgraph and there should be an option to unpack it.
>>108313829never compiled it myself but triton-windows works
triton-windows
>>108313829yeah it's usually some fuck around with the lack of the "libs" and "include" folders in the embedded python.
>>108313846that's the one I'm using, it does not work
>>108313833Hopeless trying to explain how shit works to retards. Rather.
>>108313849tried to copy them over, made to difference, it's the desktop app and it has a venv python 3.12 not embeddedit looks like it's using some cpython install it put in appdata that has the libs and includes already
>>108313835Huh, thank Anon. Looks like I might have to change my workflow a little? and still a handful of nodes I haven't seen before, I'll get used to it though
>>108313829Open the cloned repo in VScode or whatever you are using and let the ai help you.
>>108313862>it's the desktop appStop using this shit. Desktop is an afterthought. Portable or bust.
>>108313858all you did was put your foot in your mouth several times
>>108313873it's just a wrapper around the same thing that has it's own window so I can close my browser and save vram
What does your guys storage setup look like? I'm on an NVME for my boot drive & a 512gb sata ssd for my AI shit, i'm starting to run out of space on the sata but I thought of saying fuck it and getting a 4tb hdd before they get more expensive. I've been reading and some are saying the model loading steps aren't that bad, having to wait 3 to 5 minutes for them to load initially doesn't sound too bad and loras are what, roughly 300 to 1 gig in size in the case of loras w/ high/low noise?
>>108313876Cool story bro
>>108313881It's really bad. I don't recommend HDDs for storing models.
did he post proof yet? no? curious.
>>108313881a decent hdd can do at least 10GB/min if not more
>>108313891Bad bad or moreso we've been spoiled by ssds and at the end of the day it's really w/e
>>108313881My gens became significantly faster after moving my models folder to the 1tb nvme
>>108313895just ignore him anon hes been posting the same slop and retarded opinions for months
shouldnt flux klein 9b base be better than destilled? My base gens are much worst. settings?
>>108313865not interested in hallucinated "solutions"just hallucinated women
>>108313908increase steps by 50x
GOD BLESS AMERICAhttps://litter.catbox.moe/cc92hzja5tys5o4p.mp4
>>108313908define "better", it loses against distilled on human evaluation because it generates more natural less aislopped aesthetic images
>>108313907Hallucinating scary stuff again?
>>108313920id describe it as a nuisance rather than scary
>>108313916better Trumphttps://litter.catbox.moe/g40dg9sljcvzwsy7.mp4
>>108313934IQ < 80.You would be kicked out of /pol/ even.
>>108313932But a hallucination nonetheless.
>>108313919By better, I mean significantly poorer visual quality, more artifacts, washed out.Destilled, on the other hand, spits out images that are great.I've tried 20-50 and a few samplers. It just seems to get worse.Because many Loras say they deliver better quality on base, I think I'm doing something wrong.
>>108313936relax anon, make more Miku:https://litter.catbox.moe/b1diw7i2hdlw6siu.mp4
>>108313945are you using cfg 4~5?
>>108313939i wish
>>108310942>ComfyUI LoRA Optimizer>no DPO supportHwell...>>108312795Works on my machine!>>108313829Don't bother trying to compile it yourself, just download the pre-compiled wheels. It's a fucking bitch-and-a-half to get everything setup properly.
We need some sort of sd.cpp application to bypass the comfy shit
>>108313956sorry that is errors compiling models with triton, not compiling triton itself, I just installed triton-windows with pip
>>108313956>Works on my machine!>a noisy imageI don't get why people still getting zit noise and accept it.
LTX 2.3 text to video sucks but you already knew that >>108312154>but the coming-very-soon-TM news website has categories, tagging, modality, and searching tho. you'll like itNeat. Props to you for working on something on your own spare time>>108313763you baited me with your retardation. your obsession with one particular implementation of hiresfix is retarded and if you weren't a nocoder pseud you could have just asked opus to make an instruction-identical implementation of it in the form of a comfy node but I guess shitting up the thread with hags and seething is easier so you chose that path instead
When ready>>108313977>>108313977>>108313977>>108313977When ready
>>108313975Cry a river, pedo
>>108313908Use base with the speed lora.
https://www.reddit.com/r/StableDiffusion/comments/1rn3fjv/for_ltx2_use_triple_stage_sampling/
https://files.catbox.moe/pr3ukj.mp4
>>108313956knight of jen blesses us again
