Discussion of Free and Open Source Diffusion ModelsPrev: >>107782219https://rentry.org/ldg-lazy-getting-started-guide>UIComfyUI: https://github.com/comfyanonymous/ComfyUISwarmUI: https://github.com/mcmonkeyprojects/SwarmUIre/Forge/Classic/Neo: https://rentry.org/ldg-lazy-getting-started-guide#reforgeclassicneoSD.Next: https://github.com/vladmandic/sdnextWan2GP: https://github.com/deepbeepmeep/Wan2GP>Checkpoints, LoRAs, Upscalers, & Workflowshttps://civitai.comhttps://civitaiarchive.com/https://openmodeldb.infohttps://openart.ai/workflows>Tuninghttps://github.com/spacepxl/demystifying-sd-finetuninghttps://github.com/ostris/ai-toolkithttps://github.com/Nerogar/OneTrainerhttps://github.com/kohya-ss/musubi-tunerhttps://github.com/kohya-ss/sd-scriptshttps://github.com/tdrussell/diffusion-pipe>Z Image Turbohttps://huggingface.co/Tongyi-MAI/Z-Image-Turbo>WanXhttps://github.com/Wan-Video/Wan2.2https://comfyanonymous.github.io/ComfyUI_examples/wan22/>NetaYumehttps://civitai.com/models/1790792?modelVersionId=2485296https://nieta-art.feishu.cn/wiki/RY3GwpT59icIQlkWXEfcCqIMnQd>Chromahttps://huggingface.co/lodestones/Chroma1-Basehttps://rentry.org/mvu52t46>Illustrioushttps://rentry.org/comfyui_guide_1girlhttps://tagexplorer.github.io/>MiscLocal Model Meta: https://rentry.org/localmodelsmetaShare Metadata: https://catbox.moe|https://litterbox.catbox.moe/GPU Benchmarks: https://chimolog.co/bto-gpu-stable-diffusion-specs/Img2Prompt: https://huggingface.co/spaces/fancyfeast/joy-caption-beta-oneTxt2Img Plugin: https://github.com/Acly/krita-ai-diffusionArchive: https://rentry.org/sdg-linkBakery: https://rentry.org/ldgcollage>Neighbors>>>/aco/csdg>>>/b/degen>>>/r/realistic+parody>>>/gif/vdg>>>/d/ddg>>>/e/edg>>>/h/hdg>>>/trash/slop>>>/vt/vtai>>>/u/udg>Local Text>>>/g/lmg>Maintain Thread Qualityhttps://rentry.org/debohttps://rentry.org/animanon
We are so back
>he doesnt post here anymore! he just came by to say happy new year
>>107784557>I hope someone makes an nvfp8 of wan 2.2 model.q8 will still be better. Originally I included a "probably" in the previous sentence but then I remembered I actually understand the math and there is absolutely no way you can do better than q8 gguf with 8 bit floating point values, even with scales, even with Jewish voodoo
>>107784454so do i have to install triton? there is no mention of installing it on the main github page. how do i install triton?
Blessed thread of frenship
"Jesus Christ's age when he was crucified" Stars UI GitHub project's status?
obinn pls
>>107784688>US Eastern timezonecan't believe you're not indianactually, you could be based in canada
>>107784705Nobody cares lets enjoy our peace
>>107784657It'll be faster on my 5090 and it also won't have the lora dequant issue q8 has.
https://files.catbox.moe/rmkd4x.mp4This fixed slideshows for me.
>>107784688i highly recommend making a linux partition if you intend to run local ai models
keep crying
>>107784759Nice tummy.
>>107784744I'm praying for you, this is a peaceful thread.
>>107784688>0.0.0.0:7860heh, see you kid
>>107784759can ltx2 make non English voices? Spanish? French? Japanese? Korean?
>>107784757can we not make these quants ourselves? i'll do it if you tell me how
>>107784688If only there was a sort of... I don't know what you'd call it.... AI chatbot? that could answer this question. That'd be crazy.
Anyone knows what comfy commit introduced Nvidia specific memory enhancements?
>>107784477https://huggingface.co/unsloth/gemma-3-12b-it-qat-GGUF/tree/mainyoure blind bro, there's TENS of gguf repos for this, this is the QAT one which will quant even better.
>>107784688this is the level of your avg g user that shids and fards when using comfyui and cries 'its too complicated!!!' lmao
>>107784760a whole new os just for ai models? hell nah. can an anon help me out? both github pages don't have mentions of triton requirements. this version i installed is giving me this error https://github.com/maybleMyers/ltx/tree/main.tried installing this one and i'm confused on the next step after uv sync --frozen step, https://github.com/Lightricks/LTX-2
>>107784806might also be on the driver side. I saw that comfy introduced a comfy_kitchen module, which seems to be related to this.
>>107784806prolly this repo as >>107784849 saidhttps://github.com/Comfy-Org/comfy-kitchen
>>107784806this is only for 5000+ series right?
>>107784853Yeah blackwell specific but maybe some can work on 4000s.
>>107784863they're mentioning FP8 specifically, (not just fp4 which is blackwell exclusive) so I guess yeah
>>107784849>>107784852Thanks anons, I'll take a look.
>>107784688
can someone explain if nvfp8 is a specific format or just an nvidia specific implementation at runtime for fp8 models?
>>107784757>It'll be fasterYou had a month of AI winter to generate anything you wanted dobeit >>107784808Id say you're blind because two posts after I said "oh unsloth has them" but I deliberately didn't stop the post submission because I didn't want to deal with the evasion site's cooldowns so that one is on me, apologies for making you reply and I hope the anger you took out on me made you happier and isn't a sign of deeper troubles>>107784846>a whole new os just for ai models?No retard, a whole new os for Triton. Triton on windows sucks
>>107784895isn't NVFP8 just E4M3 and E5M2?
>>107784806super sampling is just the upscaling method most dlss enabled games use. you just gen at lower resolution. it's pretty much a nothingburger
>>107784779Apparently it is multilingual with dialect support.https://files.catbox.moe/u7j9xa.mp4
>>107784930Can you test out accents for me? Like talking in heavily accented English with an Eastern European accentI know that it can do accented English from the "confiscious says" example that was posted earlier but I'd want to see actually prompting for accented English when there isn't an image context like a Chinese man meditating in robes to help guide the model
>>107784846like this anon said>>107784910Installing Triton on windows isn't as easy as it is on Linux.>a whole new os just for ai models? hell nah. your loss then, because no one here is going to bother their ass digging that shit out for you. There are guides on how to install it for Comyui on youtube for windows, that's the only hint you are gonna get from me, in your case it will probably be similar.
If the videos weren't so slopped, you could put a decent AI voice changer on the voices to make it actually sound human
>>107785000not sure why everyone is in a rush to try it when it's been proven to be garbage
https://github.com/comfyanonymous/ComfyUI/issues/11665roachbros, ww@
>>107785000Anon you don't get it, before we knew how shit the audio was, the fact that it could do audio potentially well, like soda, was one of the hype parts of the model>>107785022It's been proven to be pozzed and the audio is confirmed suboptimal, but you can only be sure when you test yourself
>>107785034>Very urgent fix needed please thank youlmao this fucking guy
do you still use this? i feel like i get way better results using the normal guider. are my settings wrong or should i be using some general negative tags to improve overall quality (i dont use negative tags at all)
>>107785043and if you check the PR that has the fix.Furk bros... we winnin!
>>107785034genning porn right now all is good. that's a 33 star alt
>>107784852>>107784808>look at issues>memory bug alreadygg
>No retard, a whole new os for Triton. Triton on windows sucksAnd if it needs compiling which I think it does well that anon has already been filtered.
>>107784759You should keep that stuff for yourself, not because i don't like it, but because of unwanted attentions.Would push some to castrate their next model.
>>107785051there is actually a bug with comfy on windows that might make the cuda backend not available (falls back to triton/eager)>>107785061if you actually check the issue it says nothing. I guess it's normal for new stuff like this to be a bit buggy on release, I've already got good speed ups on linux with this release>>107785069woc has windows wheels ready to be installed
new version droppedhttps://civitai.com/models/2279107
>>107785093lmao, I kinda hoped it was this.
>>107785093thank u for honoring my sister saars
Does Qwen Image Edit have any NSFW support?
>>107785093Thanks, redeemed
>>107785093perfect for good looks
>>107785110Pepperoni nipples like most models have. There are tons of nsfw loras on civit and none of them are good
>>107785093what the fuck
>>107785128Ok, what's the standard practice for fixing it?For anime would I just run an inpainting pass using WAI or something?
>>107785051Using an fp8 scaled text encoder instead of the q8 is even more inexcusable than using fp8 scaled on the model itself
>>107785034>>107785049why I'm not surprised furk uses windows for gen
>>107785166no other option https://huggingface.co/NSFW-API/NSFW-Wan-UMT5-XXL/tree/main?not-for-all-audiences=true
>>107785087>I've already got good speed ups on linux with this releaseDo you need to do anything special or just the latest commit enables this?
>>107785093nose rings make women have perma boogers
>>107784474Did we reach a point where I can type some prompts at an AI and have it spit at me rpg maker sprite sheets or not yet?
>>107785430no. better to do one sprite at a time for static objects since it's just going to fuck up the consistency
>>107785417Unfortunately this fact is still not enough for nose rings to not be ugly to me >>107785387You can make it yourself from the bf16 if you have 32gb of ramIf you don't/can't/won't, I'll do it myself for (You) right now
>>107785486>Unfortunately this fact is still not enough for nose rings to not be ugly to meyou like boogers?
>>107785448I can't pixel art and I wanted character sprites.Whatever though, thanks.
>>107785536ngmi
dont care about shitty video slopbase doko
is the ltxv2 audio supposed to be earrape every time?
where the hell is nvfp8 for ltx2
>>107785548in my harddrive
>>107785166>fp8 scaled on the model itselfBut but they say fp8 is much faster than Q8, so it is in fact more correct to compare the quality to the smaller quants that run as fast; when it's not about the size at that point...
>>107785564how did you avoid blur?
>>107785516They're not my favourite bodily fluid but I can work with it, especially given the fact that they're already a dumb cow with poor impulse control since they have a nose ring. If anything them being snot-retarded would be the goon expectation
>>107785563https://huggingface.co/Lightricks/LTX-2/discussions/8Others seem to wonder the same thing.Was that even been released yet?
>>107785579ok, I hate nose rings precisely because of the booger look lol, well and it makes a female face uglier too
So is ltx2 worth my time or should I keep using wan 2.2?
>>107785614nbp is better
>>107785614Ltx2 is trash, don't bother unless you want terrible audio.Also not only has no nsfw capabilities but is hardcoded cucked at model level.
>>107785593Same, I hate all tattoos and piercings because they are masculinizing. I also associate especially tattoos with sexual promiscuity, poor life choices, and sex work. They do not venerate, so they're only useful for degrading (like in the cow example)I don't even like earrings, only large hoop earrings because of the implied sluttiness and the round shape is feminising (contrast that to the masculizing sluttiness signal that tattoos give off)Thanks for reading my blog post. I wish I had an audio+video model worth running inference on instead of blogposting but here we are.
>>107785662>I don't even like earringsmy only exception, pretty earrings are nicebut nose, and lips, yeah no
can you not use the audio gen part to speed up ltx2 gens or lower vram req or does it not work like that?i imagine you can see which parts of the model are most utilized for audio and you can just skip those calcs
without lora >>107785572what blur
>>107785689No, I'm the exception with not liking earrings. Earrings are anthropologically culturally different than piercings anywhere else on the body and most people like them. I think it's because it's an extremity so it's closer to painting your nails than it is to creating a lump on your body. >>107785699What a worthless question A better question is if the audio result is relevant to the video result i.e. if you can use this as a pure audio model with a tiny 32x32 video or if all audio output on 32x32 videos sounds like ear cancer because of the fundamentally small sized resolution
>>107785699why? just use wan
>>107785721>without lorawhich lora?
>>107785722Calm down, you come off as if you get bullied regularly.
>>107785721the blur
>the model is so bad people would rather just talk about piercings and their impact on white women
>>107785740>peoplewe're all ai bots in here
>>1077857304step
>>107785748benchod
>>107785676kek is this a new lora?
>>107785750same seed?
I am having trouble getting the wan all in one model to get the person in the picture to do a nazi salute, is the model cucked?
>>107785782ye
>>107785732>you come off as if you get bullied regularlyI was always the tallest in my class so I never got bulliedNow my turn: I lost my virginity in highschool, what about you?>>107785740>the model is so bad people would rather just talk about piercings and their impact on white womenI don't like piercings on non-white women either. I agree with Shakespeare that the darker the skin the bigger point there is of juxtaposing and contrasting with shiny stuff (a jewel in an Ethiop's ear) but if I want shiny brown people I'd just cover them in water or oil instead
>>107785730a 1girl lora i baked >>107785782assume it's not me if no image attached you summer child>>107785790kek
>>107785790quite the difference, ok thanks anon
is it possible to find out on which images a model/lora has been trained on?
>>107785806oh now it makes more sense, thanks anon
>>107785811only if you have a copy of the original dataset
>>107785811no, the process is destructive
>>107785811You learn from the dataset anon, it doesn't exist in the trained model.
Can anyone redpill me on the differences between Qwen Edit 2509 and 2511? Gens on 2509 only take like 10 seconds to finish on my RTX 5070 Ti but holy fuck is 2511 slower. Only 20% after about 8 minutes. And I'm using the smaller "fp8mixed" model that's only 20GB.Are the results really that much better?
>>107785811>is it possible to find out on which images a model/lora has been trained on?Of course not, if it was then AI would have never ballooned to be as big as it was since you could prove all the copyright infringement and sexy kids in the datasets
>>107785823>>107785830>>107785839>>107785846makes sensethx
>>107785804You come off as a guy that got ass punked in the showers, going to ignore you for being a bitter schizo
>>1077858422511 is better
>>107785846>you could prove all the copyright infringementtraining =/= infringement. anthropic only had to pay because they pirated the text, not because they trained on it. based US courts.not sure about the sexy kids part thoughever.
>>107785853>>107785823If you set the lora very high you can almost get a copy of the image it used to train
>>107785842It shouldn't be much slower. You are probably comparing a distill to a base model or something. They are practically the same architecture, in fact you can use 2509 loras on 2511
>>107785885Anon you're missing my point. If you could reverse engineer the models the courts wouldn't have ruled that it's not infringement. The fact that it's destructive satisfies the transformative nature criteria of fair use
>>107785891not always a full 1:1 but it gets really obvious
But think of the generated pixels!
>>107785897Can you explain further?For 2509, I was using the ComfyUI template workflow, which tells you to download qwen_image_edit_2509_fp8_e4m3fn.safetensors from here: https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI/tree/main/split_files/diffusion_modelsThere isn't a default template for 2511 in ComfyUI (except for a workflow for changing materials). There also isn't an fp8_e4m3fn model for 2511 on that huggingface link, only (fp8mixed), which I am using and it's insanely slow.
>>107785564cute
>>107785777nah just prompting for "glitch art" with basedjak lora
>>107785907>80GB ram64+16? Rare combo>>107785933>But think of the generated pixels!Elon boiled the frog with microbikini kids on X. Every time another scandal like that happens and no children commit suicide and it's a nothingburger people subconsciously internalise it's just not that big of a deal
>>107785907If you used rammap I bet you would've cleaned like 1/3rd of memory without unloading anything
>>107785846>>107785885You dont need "sexy kids" in the dataset though if it knows what kids look like and what sexy looks like it can extrapolate
>All worthwhile video models will be system ram hungryEveryday I regret not getting 2x32 instead of 2x16 when the difference was just 100 bucks more.I am running out of "Wan 2.2 was a fluke, the next video models will be easy to run without needing copious swap" cope.
>>107785954No, fuck you. You shouldn't evaluate models based off of their performance in a buggy jeetware UI. 99% of the hard work of these models is from the training / R&D, it's unfair to the model makers to use buggy inference code and then share your opinions on the model like they're well informed
>>107785564To think one day I'll be able to create an ai girlfriend exactly like this
>>107786001anon wan2.2 architecture idea was to let it use less memory, because they could essentially separate "movement" from "details"
>>107786004Didn't realize you had severe autism.
>>107786030Less GPU memory, yes.The separate models both get loaded to system memory, which eats your RAM, and then SSD, for lunch.
>>107786030>just unload and reload each model every time broI have a feeling all this massive swapping is killing ram faster
>>107786051>>107786057is comfyui's purpose to kill consumer hardware faster so Nvidia wins?
>>107785984wow anons itt love missing my point It's not about the legality or illegality of Russian swimwear websites. It's about the fact that if you could see the training data of these models then the courts would have never ruled fair use and we would not see this amount of passive acceptance of AIAlso trust me, sexy + kids isn't enough. That's how you end up with every child from the back in WAN looking like they have adult legs and buttocks. Perhaps with a large/smart enough model with sufficient world model knowledge>>107786001As someone who bought the last normal priced 32gb ram in my country and is now rocking a 16+16+32 abomination in his motherboard: I know for a fact you saw the warning signs and had at least 3 chances to buy, and yet you still didn't. You have no one to blame but yourself. >>107786057You should worry more about your disk if ever offloading to that. RAM lifespan ends when a new generation comes out, but you might still be using your NVME for years afterward
>>107785959>>107786020sponsored by the zuck™
Guys redditors are onto us, its over
new anime finetune whenpleaseI NEED to 1girl with tags.....
>>107786099wanting 1girl must be a zoomer thing, thoughts?
>>107786099>basedkid "NEEEDS" something>too low iq to train a zimage lora himselfoh no no no
>>107786092chat is this real
>>107786118zimage can't 1girl I have to do some retarded shit like "The blue haired anime girl stands promiscuously and stares at the camera" like wtf is that
s o y jak lora is clearly the best z lora as of right now based anon
>>107786092Committing crime on video is more legal than committing a crime off video as long as you wear a prosthetic finger so it looks like you're being framed by the prosecution with a 6-fingered video as the main evidence
>browns think it's possible to stand "promiscuously"I will be teaching my future daughter(s) to cross the street when they see one, and more importantly I will teach them to be proud of doing so since they're just that beautiful and only ugly girls who don't have anything to worry about don't cross the street
something went wong
>>107786170it is benchod, my wife said i looked like a meal when she saw me standing in uni
>>107786178why is the logo a demon with a lobotomized brain? what did zit mean by this?
>>107784759Now take off her clothes.
>>107786139>1girl, solo, large breasts, looking at viewer, smile, red dress, cleavage, indoors, dusk, from above, hair over one eye, long hair, black hair, red hair, multicolored hair, arms on knees, sitting, chair, living room, window, curtains, table, open windowIt seems to have followed all besides open window and from above seems weak.But yes it is not trained on this shit.
is Mr catjak here? I have a question
>>107786214lol
>>107786170>daughtersoh no no no no no no no no
>>107785084https://files.catbox.moe/aeb9lq.mp4
>>107785811Everyone is giving you wrong answers. You retards need to shut the fuck up if you don't know something.https://arxiv.org/abs/2506.00701"Membership inference attacks" are a thing, that many papers have been written on. It is unclear how well these techniques work in practice, but theoretically there are cases where you can infer with high probability that some specific piece of data was used to train the model. If you overfit the model like crazy like almost everybody does, I imagine it would be even easier.TLDR: yes, the glowies could potentially know you trained your model on cunny.
>>107786344ToT
>>107786349I guess he did ask for conceptual theory, but it's not a leap to assume he meant in practise
>>107786305>pay for API nodes>still oomlmfao
>>107786385>5000 nits phone
>>107785811>>107786349if you manage to store information that can be reverted from a trained model you would win a nobel prize for starting a new era of data compression
>>107786349No one actually does that in practice, and it's less and less possible the more data you add in the model.
>>107786344Can you prove it, young ltx girl? It's quit a bold claim coming from someone as censored as you.
>>107786349That was my guess as well. Someone a lot smarter than me seems to have written a theoretical breakdown.Though it is still possible that:Across many millions of images, the individual footprint of each image or most of the images will become too weak to be detected by any means (probably not applicable for loras)You might be able to infer that an image was likely used or not used in training, but can't prove it in practice.Despite being possible, it's extremely computationally intensive. (Think of something like analyzing millions of seeds.)It still seems best to not train on anything illegal.
>>107786411
the alphabet boys wont get you for your cunny lora anon calm down
LTX2 gives very low quality sound but very coherent, is there a way to "supersample" that? Aren't there tools to make low quality sound become better and lose that metallic effect?
>>107786459>>107786419SDXL was trained on a billion images, it's like 7gb, no glowie tech could ever recover all billion images from that little info
>>107786477lmao
>>107786459Anon, the datasets are gigantic, you can't do that even if you wanted.
>>107786459>Across many millions of images, the individual footprint of each image or most of the images will become too weak to be detected by any meansEven with millions of images I doubt this is true. If you have a NAI subscription, try prompting using the full set of a tags from a real booru image. In many cases the model has nearly memorized that exact image, almost down to the pixel level. If that model was open source you could definitely could use membership inference methods to determine if some specific animu image was in the training set.
didn't ask for the subtitles but whateverhttps://files.catbox.moe/fk5eet.mp4I was asleep all day, did someone beat me to it?
How do I stop chroma radiance from producing little squares? resolution 1024 x 768
>>107786528I really like this one.
>>107786496And there are a billions of weights holding data. There is also MASSIVE amount of overlapping data between images, it's possible that an identifiable, unique representation of a given image can be as low as a handful of bytes and survive the mixer. And be teased out with some analysis method.I wouldn't be this confident.
zit-chroma, anyone try this yet?https://huggingface.co/lodestones/Zeta-Chroma/tree/main
>>107786519Do the daughter one.
>>107786542Not using schizo furtroon experiments would be my advice but if you insist joining Lodestone's 'cord is probably the best way to get good results from it.
>>107786577yeah it just gens diapers and furries
>>107786577It just started training and knowing lodestone he will find a way to break Z-Image too.
How do I stop myself from drifting into goon shortly after I try to gen sfw?
i think chinese culture is waiting for other companies to blow their loads before they release their base and mog everybody
>>107786633check other companies and their release dates on modelsthe chinks cucked overwatch 2 with marvel rivals by releasing around the same time
pixel art character z-image lora training progress. top left is start of training, bottom right is last epoch where it finally converged
>>107786633it's so hopeless that we're entering the qanon phase now
>>107786715That has been around for a while.And I doubt the censorship is implemented through text encoder. Changing text encoder will only hurt image quality.If you insist on testing norm-preserved-biprojected-abliterated should be less disruptive.
>>107786725Cool. Settings?
>>10778675750 image dataset, all perfectly scaled 512x512, lr 1e-4, rank 8training rank 16 now with all other settings same, to see the difference
>>107786725what trainer is this, on onetrainer my sample images just collapse into incoherent smudges once it starts picking up the concept and I have to guess and try out the various saves to find out with the best output
>>107786766How many steps have you trained?
>>107786766Didn't think you could train zit on just 512x512 images
>>107786773it's ostris ai-toolkitbut you shouldn't trust the previews from that either, best is to test the loras for real in comfy
>>107786784yeah that's what I'm doing, I was just wondering because here the samples at least look recognizeable, the samples during my trainings look like someone put the images into a blender
congratulations to Ltx 2 First model to be hyped and declared dead in half a day's time
>>1077867743000 steps, the default settings
>>107784474>>Maintain Thread Quality>https://rentry.org/debo>https://rentry.org/animanonhow did these get back into the OP? I thought we finally got rid of the spiteful baker
>he's awakewell, it was nice talking about ai for a while, now let's go to full drama shit 24/7 again
>>107786912it's fine i have a life and shit to do same time tomorrow?
>>107786924well I'll see how it goes for now
>>107786801why? Because it's censored? I think i2v still works ok
>>107786912what do you mean? ranfaggot has been awake the whole time
Or you can all stop being girls and just ignore the drama/bait/attention seeking. Anyway, wan 2.5 when?
>>107787022>wan 2.5 when?I'm hoping they release it to dunk on ltxv2 but I don't know if ltxv2 is good enough for them to do that
>>107787022give me undistilled furfag model NAOW
>>107786779You can but you'll more likely get duplication problems like multiple heads or limbs.
btw, for the jannies, this is how it goes:>proxy spam concern trolling to fill threads> reach limit> post a thread he baked without the links 10 ~ 20 minutes before he hit post limit>bake another thread with the link, and post it after posting the one without link>post reposts on the thread without links>nuke the thread with link>nuke with proxies any poster who points this out on the thread without link
thanks for beta testing guyssaved me some bandwith
btw, for the jannies, this is how it goes:>I post>you seethe
>>107787022>wan 2.5 whenright after Z Base
>>107786725for comparison, here is rank 16 progress (the previous one was rank 8)looks like it converged faster, but i will test the loras now to see which one performs better
>>107787056It would be hilarious if they dropped it now. However, since everyone got pissy pants over it being api, it wont be a surprise if it never gets releaseed, kek.
>train influencer lora>likeness comes out kinda ok, sometimes good sometimes barely recognizable>prompt said person in a 70s movie poster>likeness now comes out perfect every time as long as it's prompted as a 70s movie postershit's just so weird and unpredictable(and interesting) sometimes
coombrains lost
>>107786985it stopped for a day. he of course couldn't help himself and just loaded up another proxy. when are mods going to reimplements the spam filter?
>>107786725>convergedqrd
4k steps or bust
>>107787164my dick fully converged deep into your anus
>>107787172fuck you benchod
>>107787168fun fact i tried to gen a video with wan and it was still going after i came back from work, i was like wtf, apprently some node bugged out and set it to 1280 steps
>>107787157>plebbit likes the i2v model that outputs jeets by default and is heavily censored
>>107787190>1280 stepsdid it turn out epic tho
>>107787157Suppose it makes for a good discount sora 2 at home. Wonder if a lora would bypass the censorship
>>107786887whoever wrote these is highly schizophrenic
How do you determine how many steps are aproximately needed for a lora training with ZiT? From experience it needs around 4000 steps minimum for realistic stuff on adamw 1e-4 regardless of dataset size, much more than for SDXL. Is there some rule of thumb?
>lubimiv is quintupling down againfailed dev
>>107787234>thinks he can undo mossad trickery with loraslol
>>107787108test results.left: no loramiddle: rank 8right: rank 16from this experiment, i can conclude that rank 8 is not enough for a ZiT style lora. Rank 16 successfully picked up the pixel art character style from the dataset.
can I run any good models on my 9900 diamond?
>>107787242so apparently nvidia is wrong and neither ltx2 nvfp8 nor nvfp4 exist, only fp4 and fp8
>>107787256how long did it take? gpu?
>>107787260>nvidia is making shit uplmao
somehow, the spam returned
>>107787263about 45 minutes per lora on a 5090 rtx. mind you the dataset is 512x512 that's why it was so quick.i only sample 1 image once every 200 steps, sampling really slows down your training too.
>>107787260inb4 nvidia pr guy had no fucking idea what he had to write about and just slopped it up
>>107787256What is the difference when training in ranks?
>>107787252kek>>107787278NTA but nice, that's quick. Its a shame zimage suffers too much from same face otherwise I'd be training loras now. Hopefully, something will come of zeta chroma https://huggingface.co/lodestones/Zeta-Chroma/discussions/1
>>107787260lmao
>>107787256for further comparison, i also run these exact same generations against the de-distilled z-image model by ostris, to compare what effects they have on that version30 steps, res2_s, CFG3 vs being used on Z-turbo>>107787330the bigger the rank, the more parameters the lora has, so more capacity to learn, but also to overfit to your dataset, so you have to find a balance
local is savedhttps://civitai.com/models/2280698/burqa-lora?modelVersionId=2566908
>>107787352What's a good rank for realism and likeness, is it 32 like with XL?
>>107787359
>>107787372depends on what you're training and the dataset you have, it's probably best to run a few experiments and compare. i have no experience with realism loras so cannot offer advice
>>107787352I want to make a style for Z image but I fail every time any advice?
https://files.catbox.moe/tt2fnr.mp4
>>107787492I have yet to see the style lora that doesn't fuck up z-image by introducing artifacts.
that concludes today's experiments, good night anonshere is the lora if anyone wants it:https://files.catbox.moe/ghsodm.safetensors(trigger is 'pixel art character' i think)>>107787492i used mostly default settings in ostris, just make sure your dataset is good and properly labeledtry 512x512 first and do fast experiments with different parameters. then you can try higher resolutions
https://files.catbox.moe/n3oiaa.mp4
>>107787520>zooks
>>107787260the nvfp4 is : https://huggingface.co/Lightricks/LTX-2/blob/main/ltx-2-19b-dev-fp4.safetensors
>>107787492You could perhaps post some examples or maybe elaborate on your settings so anon can help further
>>1077875472 more weeks
>>107787507well, the way we train is a bit of a hack with the de-distillation, the knowledge doesn't transfer perfectly to z-turbo.you can see this quite obviously in my examples when i ran the lora against z-image turbo >>107787256 it had artifacts on the knight, but running it against the de-distilled model the knight had no artifacts >>107787352
Why is upscaling always damaging the skin texture so much? Making it look "flakey"For demonstration very simple gen. Normally my prompts are more detailed but that's not changing the issuepicrel after upscale>this is a photo of a girl in a forest. she looks like lara croft.>Steps: 10, Sampler: Euler, Schedule type: Beta, CFG scale: 1, Shift: 8, Seed: 104627030, Size: 1152x896, Model hash: 4f528ced41, Model: zimage-unstableRevolution, Beta schedule alpha: 0.6, Beta schedule beta: 0.6, Version: neo, Module 1: Qwen3-4B-abliterated-q8_0, Module 2: ultraflux
>>107787592Here before upscale
>>107787592why not just gen it at the desired resolution in the first place
>>107787599Upscale params>this is a photo of a girl in a forest. she looks like lara croft.Steps: 10, Sampler: Euler, Schedule type: Beta, CFG scale: 1, Shift: 8, Seed: 104627030, Size: 1152x896, Model hash: 4f528ced41, Model: zimage-unstableRevolution, Denoising strength: 0.4, Original Size: 1152x896, Hires Module 1: Use same choices, Hires CFG Scale: 1, Hires schedule type: Beta, Hires upscale: 1.5, Hires upscaler: 4x-UltraSharp, Beta schedule alpha: 0.6, Beta schedule beta: 0.6, Version: neo, Module 1: Qwen3-4B-abliterated-q8_0, Module 2: ultraflux
>>107787546I just deleted them last week as it took up so much space>>107787515I used that too. I followed the "official" guide from the maker him self on youtube where he did the children drawings things
>>107787495>shes laffin at the cucks crashout even in that ai vidnever began
>>107787592cfg 1 ruins upscales
>>107787606I hate that. One of the main reasons why I don't use ComfyUI. I get only 4.65s/it which is painfully slow. I am rolling until I like a preview and think it's worth bothering to upscale, then I hires fix or send it to img2img for upscale.
>>107787629Cant get lower than cfg 1.
i can't install ltx 2 workflow, even though the ltx 1 workflow works perfectly… i've updated everything. i even have that ugly red cancel button now
>>107787664you don't "install" workflows in comfy, so you're already fucked
>>107787693kek
>>107787527Sorry goyim, can't say swears in this christian modelhttps://files.catbox.moe/zgeb2k.mp4
>>107787686i mean the nodes
>>107787592Try 9 steps.Don't use beta with ZIT in general.8 shift can be a bit much. Try 6 maybe.Don't use shitmixes in general.0.4 seems too high.
>>107787781Meant to tag >>107787614
>>107787787OK It was the model. Downloaded a different finetune, looks a little better now. Denoise down to 0.35 everything else the same.>this is a photo of a girl in a forest. she looks like lara croft.the forest behind her is filled with skeleton monsters. the skeletons are creepy and slimy. pieces of flesh hanging from their bloody bones. the mood is gloomy and creepy, with waft of mist.>Steps: 10, Sampler: Euler, Schedule type: Beta, CFG scale: 1, Shift: 8, Seed: 1218076005, Size: 1152x896, Model hash: 8e9df7926d, Model: lexivisionII_lexivisionZBeta2, Denoising strength: 0.35, Original Size: 1152x896, Hires Module 1: Use same choices, Hires CFG Scale: 1, Hires schedule type: Beta, Hires upscale: 1.5, Hires upscaler: 4x-UltraSharp, Beta schedule alpha: 0.6, Beta schedule beta: 0.6, Version: neo, Module 1: Qwen3-4B-abliterated-q8_0, Module 2: ultraflux
>>107787693even if the base is realized, it will be forgotten the next week. you're just consumers
ltx2 kissing audio quality?
>>107787871>it will be forgotten the next week.like Wan and SDXL?
>>107787592>>107787599>>107787824because youre using some shitty jeet merges probably
>5070ti>9800x3D>32gb of vramIs this enough to be able to AI goon? Do I need another 32gb of RAM?
>>107787246you seem highly schizophrenic
>>107787905>Do I need another 32gb of RAM?for ltx2 it's brutal how much ram it's demanding
fresh when ready>>107787932>>107787932>>107787932>>107787932
>>107787905yeah just use some sdxl finetune. zit is kind of shit at nsfw
>>107787941maybe you just are highly schizophrenic. fuck off with the early bakes
>>107787905for images, no problemo. for vids? possible, but having another 32gb of ram would help
instant blue screen trying i2v, don't want to try a third time
>>107788080One of your>CPU>RAM>GPUis unstable or>PSUcan't cope with full load.
>>107787894sfw sdxl has definitely faded into obscurity. and you have no choice regarding wan, since hunyuan is a flop
>>107787912nice
