Discussion and Development of Local Image, Video, and Music Models and SoftwarePrevious: >>109390197https://rentry.org/ldg-lazy-getting-started-guide>UIComfyUI: https://github.com/comfyanonymous/ComfyUISwarmUI: https://github.com/mcmonkeyprojects/SwarmUISDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineageWan2GP: https://github.com/deepbeepmeep/Wan2GP>Checkpoints, LoRAs, & Upscalershttps://huggingface.co/modelshttps://huggingbay.xyzhttps://civitai.comhttps://civitaiarchive.comhttps://openmodeldb.info>Tuninghttps://github.com/spacepxl/demystifying-sd-finetuninghttps://github.com/ostris/ai-toolkithttps://github.com/Nerogar/OneTrainerhttps://github.com/tdrussell/diffusion-pipehttps://github.com/kohya-ss/sd-scriptshttps://github.com/kohya-ss/musubi-tuner>Krea 2https://huggingface.co/krea/Krea-2-Rawhttps://huggingface.co/krea/Krea-2-Turbo>Animahttps://huggingface.co/circlestone-labs/Animahttps://tagexplorer.github.io/https://animadex.net>Zhttps://huggingface.co/Tongyi-MAI/Z-Image>Qwenhttps://huggingface.co/collections/Qwen/qwen-image>Kleinhttps://huggingface.co/collections/black-forest-labs/flux2>LTX-2.3https://huggingface.co/collections/Lightricks/ltx-23>Wanhttps://github.com/Wan-Video/Wan2.2>Chromahttps://huggingface.co/lodestones/Chroma1-Basehttps://rentry.org/mvu52t46>MiscLocal Model Meta: https://rentry.org/localmodelsmetaShare Metadata: https://catbox.moe | https://litterbox.catbox.moe/Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusionArchive: https://rentry.org/sdg-linkCollage: https://rentry.org/ldgcollage>Neighbors>>>/aco/csdg>>>/b/degen>>>/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 already have another thread up FYI>>109395602>>109395602>>109395602>>109395602
Blessed thread of frenship
>mfw Resource news07/28/2026>JarvisHub: An Open Harness for Canvas-Native Multimodal Creative Agentshttps://github.com/LYL1015/JarvisHub>K2Lab: Local application for pixel-space control of Krea 2https://github.com/soomrenald/k2lab>TaoMate: Anchor-Guided Memory Bridging Evolving and Reference States for Real-Time Audio-Video Digital Human Generationhttps://taoliveaigc.github.io/TaoMate>CameraAnything: Refilming Videos with Arbitrary Camera Controlhttps://yixuanli98.github.io/cameraanything>GNM Head: A Generative aNthropometric Model of the human headhttps://github.com/google/GNM>STEER: Steerable Dyadic Head Avatarshttps://kartik-teotia.github.io/STEER>MicroZoom: Structure-Preserving Detail Synthesis at Extreme Scalehttps://microzoom-sr.github.io>AptAvatar: Fast and Vivid Long-Form Audio-Driven Video Generation for Production-Ready Avatarshttps://github.com/TaoLiveAIGC/AptAvatar>Similarity Is Not Logic: Factored Inference for Dual-Encoder Vision-Language Modelshttps://sultanmo.github.io/factored-vlm>Omni-Prune: Query-Aware Unified Token Pruning for Efficient Omnimodal Large Language Modelshttps://github.com/kimberlyii/Omni-Prune>Manga Coloring Tool 2 — AI Manga Colorization Suitehttps://codeberg.org/Gladioul/Manga_Coloring_Tool_2>Nanopixel: Local-first desktop application for building generative AI workflows on a visual node canvashttps://github.com/std-kabil/nanopixel07/27/2026>Spectral Prior for Reducing Exposure Bias in Diffusion Modelshttps://github.com/SonyResearch/SPA>Twins: Learn to Predict Unified Representations with Focal Losshttps://github.com/Tencent-Hunyuan/Twins>TRELLIS.2 INT8 ConvRot for AMD ROCmhttps://github.com/DrBearJew/trellis2-convrot-rocm>Fooocus Advanced: Updated Fooocus with some new and modern changeshttps://github.com/micha42-dot/Fooocus_Advanced>Prompt Manager — ComfyUI Custom Nodehttps://github.com/Fictiverse/ComfyUI_Prompt_Manager
Finally the real thread.>>109395793Fuck off, faggot you're trying to instigate and troll.
>>109395793>trolling outside of /b/
>mfw Research news07/28/2026>CachedSearch: Training-Free Cached Exploration for Test-Time Search in Video Diffusionhttps://arxiv.org/abs/2607.23159>FilmBench: A Film-Grade Benchmark for Cinematic Video Generationhttps://arxiv.org/abs/2607.24241>Manifold-Constrained Noise Optimization for Diverse Diffusion Samplinghttps://arxiv.org/abs/2607.23937>OmniVAE: An Audio-Video VAE with Cross-Modal Alignment for Joint Generationhttps://arxiv.org/abs/2607.23855>Learning Sampling Parameters for Diffusion Modelshttps://arxiv.org/abs/2607.23488>PRISM: Prompt Refinement via Image-grounded Self-rewarding Mechanism for T2I Generationhttps://arxiv.org/abs/2607.24353>To Erase, or Not to Erase: Robust Training-Free Concept Erasure with Preservation aware Adaptive Ranked Subspace Expansionhttps://arxiv.org/abs/2607.23492>TreeAdapter: Hierarchical Taxonomy-Guided Adapter Composition for Fine-Grained Species Image Generationhttps://arxiv.org/abs/2607.24215>OmniCache: Multidimensional Hierarchical Feature Caching For Diffusion Modelshttps://arxiv.org/abs/2607.23844>Hybrid Semantic and Spectral Ensemble for Robust Synthetic Image Source Attributionhttps://arxiv.org/abs/2607.22808>UniGen-AR: Unifying Visual Generation with AR Modelinghttps://zpbao.github.io/projects/unigenar>DailyBench: A Unified Benchmark for AI-Generated and Manipulated Images from Modern Generative Modelshttps://dailybench.github.io>Image Inpainting via Stochastic Dynamicshttps://arxiv.org/abs/2607.24140>MXAttention: Data-Free Optimal Scaling and Pre-Normalization Quantization for MXFP4 Attentionhttps://arxiv.org/abs/2607.24377>MMOE: Modernizing Diffusion Transformers with Efficient Expert Designhttps://arxiv.org/abs/2607.24665>Sol-Attn: Accelerating VidGen Inference via On-the-Fly Attention Sparsificationhttps://arxiv.org/abs/2607.24027>HALLELUAI: Hallucination-Aware AI System for Ultra-Realistic Image-to-Video Generation at Scalehttps://arxiv.org/abs/2607.22959
nsfw loras are good and all until they generated the most predator looking vagina ever seen in the planet>>109395793fuck that thread
>even dweebo knows to not post his malware news spam in the troll bakes without the renty links BAAAAAAASED
now where were we
>>109395780thanks for the bake anon
thank you baker for not letting that troll get the satisfaction of sullying our threads.we're oppressed enough and don't need more of this crap
>>109395793Troll the troll
Anime>anima"Realism">kreaNon anime illustrations >krea What other mediums am I missing?
>anons don't know that nigbo is the troll baker
>>109395838Ideogram is better than Krea at realism
>>109395811I still use SDXL to fix that. Call me old-fashioned.
>>109395852This post has been blocked by a safety filter. Please draw more bbox.
I shall stay in the blessed thread.
>>109395861Non-issue
thanks for bakering
>>109395843we know who the troll baker is because we're all in the same discord.anyone who bakes without us knowing sticks out like a sore thumb
>>109395852You say that yet reality says otherwise
>>109395873go back to your trooncord then. will smith kino is 4chan
y did he just reply to himself tho
>2026>training loras for modern models>still using "trigger words" instead of just a normal name>still using super cropped solo images instead of using the ability of the encoder to pinpoint where the subject is in a group photo>still making loras that turn everyone into the same face
>>109395878It blatantly is though. I doubt you've even tried it
https://xcancel.com/koltregaskes/status/2082193194801074463#mlooks like Flux 3 will be released (API wise) on August 4th, let's hope we'll get flux 3 dev on the same month
>>109395905they're not going to release a local are they?
>>109395905wonder how many comfy credits i should stock up on
>>109395907of course they will, but it will gimped just like the previous DEV releases
>>109395878>reality says otherwisewhat do you think?
>>109395859its fair, sdxl nails every angle still
>>109395907there will be a flux 3 devhttps://bfl.ai/blog/flux-3
>>109395920Don't care. Ideogram is a disgusting bbox safety mess
>>109395931>trying to argue with schizoskek, you can't heal their mental illness, the best that can be done is jannies kicking their asses for good
>>109395920>group photo>standing two football fields away from each otheryeah right shit model
>>109395902>>109395920ideogram just adds film grain on every gen, which tricks redditors like you into thinking it looks realistic
>1:1 comparison of an undistilled model to a turbo model They aren't sending their best are they
>>109395948it looks worse with the krea raw model thoughbeit? their model card says that model isn't meant to make imageshttps://huggingface.co/krea/Krea-2-Raw
>>109395943>>109395944False
It’s good but there’s just something annoying about ID4 and it’s not only the bounding boxes. I'm pretty happy with Krea 2.
>>109395943I mean, why would I be standing close to a N-[Afro American] in the first place?
>>109395960now if only I had more RAM/VRAM
>>109395956>falling for the noob b8 of "base isn't for inference" you have much to learn my young anon
>>109395960it looks better, but I'm not dealing with the bbox autism, no way
the only good thing about ideogram is that they clearly have a good dataset. the model itself and licensing and etc and etc and etc and etc are all DOG SHIT
>>109395974You don't have to use the bboxes. Just write long enough prompt.
>>109395960Can a Kreagod remake this image
>>109395919>it will gimped just like the previous DEV releasesnot only that, but I can feel this gonna be some giant model no one will be able to run, they missed the mark with the multimodal meme, I just want my image model and my video model to be separated, none of that "jack of all trade master of none" bullshit
>>109395901>still unable to train multiple concepts into one lora>still using trillions of steps >still overcooking loras
>>109395988no, multimodal is the future
>>109395956>bro is the type to read the video game manual before playinghaven't kek'd this hard in a minute
>>109395998it's not, seedance 2.0 is not a multimodal model and it destroys the competition
>>109396000what can I say? I'm a boomer millenial, I used to have things called manuals on my ps1 boxes, now we'll get nothing :(
>>109396002that's not how logic worksmultimodal being the future doesn't mean a monomodal model can't beat other monomodal models or weaker multimodal models at one/all of the modes
>>109395956This is like comfy giving users tips of how to generate an image, the only thing he can generate is a fennec girl cartoon
>>109396008Everything comes full circle. Ashes to ashes. Dust to dust.
Krea and Ideogram are both good models. No more brother wars
>>109396000No he's right for reading but falls victim to the cattle mentality of just trusting whatever is on the page without any critical thinking. Chads here either use base by itself or do a light "refinement" pass with turbo. None of the old heads are dumb enough to read "do not use this for inference" without seeing all the example gens on that same page.
>>109396013what's the point of multimodal if you can get Seedance 2.0's quality without? you end up with a video model without the bloat, going for everything in 1 is so retarded
>>109395986Ideaogram does look better for realistic stuff. Or at least for HD realistic stuff.
>>109396025facts, its just the zit troll trying to stir up drama. first the troll bake and now this. such a shame
>>109396034is Seedance 2.0 the epitome of video gen? you seem to be implying that
>>109396037it's ani (You) that did the troll bake though
>>109396041so far I'm not seeing a multimodal model beating it so... where's your proof that multimodal can be the best? they can't achieve that on video models so far, do I have to trust you bro? I hope not, that's not how logic works after all
i only want the cool bbox node to work with all the models i use it looks so cool
>>109396047its hilarious to me that anyone has time to get into drama like this.. jesus christ no wonder this place is so filled with poorfags.. get a fuckin job
https://vocaroo.com/1gC9o2wfO3AIPeak Stable Audio 3
>>109395873invite me benchod
It's a bloody shame krea is so rigid in term of anime styles. If it had booru/nsfw knowledge it would bend any anime model on the market.
>>109396047>I love him I really do i don't want to stop making memories with him Dude lmfao what a creep
>>109396089sounds gay as hell too
>>109396085Anon calculated the cost of fnetuning it on danbooru and it was incredibly high, higher than all other community tunes. Much much higher unfortunately.
>>109396064of course multi-modal is better. the more domains a model can do, then the better understanding it has of what you want to prompt
>>109396035Looks pretty good, probably better than zit and klein
>>109396085looks good to me.
>>109396067I was under the impression that .json prompting worked with Krea. The bbox node is just creating a .json prompt essentially
>>109396064Seedance is multimodaltext, image/video and audio inputsvideo and audio outputs
>>109396111Did you check the humerus?
>>109396122nah
>>109396119>image/videono? for image there's Seedream 5.0, that's the separate model they use to make images
why did the creator of anima choose to fine tune it on a robot warehouse model instead of krea 2 or flux 2 dev?
>>109396118It probably works somewhat but I don't recall krea being at all trained like that. I'm sure it's smart enough to get the gist but probably not to the extent that I'd want. But I didn't even think about that part, you're right.
>>109396128read it again anon, to the end of the sentence
>>109396118it does work.
>>109396111It has a hideous Ghibli stink on it no matter what retro anime art style i'm trying to do and i really don't want to bother with loras when anima exists with its niggerillion of anime art styles.
>>109396129Not sure why he chose that specific weight class of models but he does claim that Cosmos is/was the best in said class. Look at the release date of krea 2 compared to anima though lol
>>109396139you're just described a basic video model, of course a video must have sound attached to it, are you stupid or something?
>>109396108Yeah, it's not bad, just not as good.
>>109396158>of course a video must have sound attached to itokay I'm done with you
>>109396129because the robot waehouse model is small, and flux 2 dev is a 32b model, you would need millions of dollars to finetune that seriously
>>109396148It would be pretty weird for a general model to have all the anime styles.
>>109396129>robot warehouse model trained on drawfag coom that robot warehouse model really flies. what a time to be alive.
cozy breas
>>109396192spoopy
>>109396168it's the Little Humerus Girls>>109396228ew.humerus>>109396192NEAT
>>109396129>why didnt columbus just book a flight to america?
>>109396239you're really over doing it now. your humerus is broken
ACEStep XL bros.... We are so back. I just experimented with model merging since I was fed up no one else was doing this, or at least giving more options. So I merged the Base model and Turbo model at a smaller amount (0.7 Base, 0.3 Turbo) instead of the usual 0.5/0.5 split.The resulting output still has some minor quality issues, but it's so much more pleasing to listen to than Base and can be worked with by E.G. mastering the outputZUTOMAYO LoRA trained on BaseBase outputhttps://vocaroo.com/18BzfqRk6pA9Turbo/Base Merge 0.3 outputhttps://vocaroo.com/1g2JUM0FNsIMTurbo/Base Merge 0.5 output (too much Turbo slops it a bit, also the voice is less similar)https://vocaroo.com/1BubQnbcvSvtThis result means that the creativity from the Base model can indeed be saved, unlike what previously was thought. I will also explore other merge combinations (3-way merge with just a touch of SFT) to see how much more quality I can squeeze into the base model.
>>109396243krea (krea 2) is garbage and more akin to tiktok than to anything respectable!Now, my recommendation is for you to take warm baths, and to develop friendships. This will help you quit porn.krea (krea 2) is hideous and the deformities are enormous.
>>109396252>ACEStep XL bros.... We are so back.
>>109396251reminder
It's funny when anon posts a reaction meme image that could've easily been generated so you know he's a poorfag
>>109396270
>>109396268Yeah, but nobody needs another tiny humerus 1girl kreap gen.
>>109396252Sounds fun, I can't understand Japanese, is it good?
>>109396277she's just a tranny who gets dysphoric every time she sees a krea gen
>>109396252Similar high quality results with my Fate Gear LoRA. ACEStep XL Base is saved (Base's instrumental/vocal creativity with vocals and instruments as good as Turbo)Base outputhttps://vocaroo.com/12L6Uvn1MMcnBase/Turbo 0.3 Merge output (much more fidelity)https://vocaroo.com/1pvdcO1JAgQFBase/Turbo 0.5 Merge outputhttps://vocaroo.com/1cuk3250qv9W
>>109396301"Generalized Growth Deficits: Research indicates that alcohol exposure affects overall fetal growth, leading to reduced length in multiple long bones (including the femur and humerus) "
>>109396328(me)so, let's see a bunch of krea gens just straight on, not at funny angles. Let's see if both bones are short, or if kreap has only t-rex arms.
>>109396319would
>>109396252Sounds neat.
>>109396269you're not funny you just come off as a sperg
Those poor kreap 1girls and their evil mothers.
>completely dodged the tranny accusationlol'd
>>109396025NO WAYI was looking int Radioulnar Stynostosis and though, ok, mu hunch is wrong, 3 of these ladies are twisting their wrists, case dismissed, kreap just has one annoyance, but no lmao
>>109396357your shitty jeeted krea gens would be adored by any subhuman, including trannies as they're equally fake and retarded looking
>posted 2days ago>149/128oof
baking bouquet blue dragon lora for krea 2. I'm considering doing ikkitousen (ryofu and ryomou) or kingdom hearts (kairi and namine) next.
>>109396384based, bodied that freak
>>109396386do it all in one lora so we can make them kiss each other
>>109396368No idea what you're trying to say
>>109396384only a tranny would schizo over a body issue that is completely made up in their mind
sasori please go somewhere else
>you're a tranny!>you're indian!>no you're an indian!>no you're a tranny indian!You people really need to stop immediately jumping to the most common used insults. It's incredibly boring and ineffective. Do you people only have 4 or 5 insults?
>>109396403
FETCH ComfyRegistry Data: 160/165FETCH ComfyRegistry Data: 165/165FETCH ComfyRegistry Data [DONE][INFO] [ComfyUI-Manager] default cache updated: https://api.comfy.org/nodesFETCH DATA from: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/custom-node-list.json [DONE][INFO] [ComfyUI-Manager] All startup tasks have been completed.When will this stupid niggerlicious shite be removed? I need to wait 5 minutes so it stops scrolling and I can check the terminal.Ridiculous.
>>109396308The guitars are definitely the best on the middle one. Really good stuff.
>>109396413>indian<
dude, I spent 10 minutes trying to generate an image of the woman pointing the gun at her own head and it kept genning her pointing the gun at the viewer. for a sec a thought it was some sort of censorshipturns out the firearm + foreshortening prompt combo forces her to point the gun forward lel
>>109396422There are runtime flags to disable both of those things
>>109396422cant you just remove it yourself? that's the whole point of open source
>>109396431It's probably this:>>109396418
>>109396422You don't have to use the manager.
can one of you make a better version of this?https://civitai.red/models/2787319/krea2-anime2real
>>109396418Is this going to be your latest fixation
>>109396436wut
>>109396422>retarded >also racist incredible
>>109396441no
you know local is progressing when the schizos have to invent imaginary problems with the models.like wtf is this shit lmao >>109396418
>>109396431what did you want to be foreshortened there anyway? it would have to be an extreme close-up on the face cause everything is in the same plane
>>109396441>they all become chinese>dont even follow expressions correctlyman some people just dont have any self respect
>>109396456He's attempting to be funny.
>>109396432I don't see it.>>109396433I could easily remove it/comment it out from the code but it would break updates.
>>109396085just a tourist but this and a couple others in previous thread do have a kind of clear crispness to them i don't usually see in these threads.
>>109396298Not testing lyric alignment in this case, model's understanding of pure Japanese (non-romaji) is decent but not perfect, what I'm saying is good is the instrument/vocal quality compared to the Base, Turbo, SFT, etc... modelsTo understand how good my results are, first understand the standard hierarchy for ACEStep models: Base model contains most creativity, but its outputs are useless and the voice and instrument quality are riddled with issues out of the box. However, obviously the Base model is the easiest to tune out of all the models. The Turbo model has better quality, but has its own issues with metallic voice outputs, and much lower instrument variety. Compare the merged outputs I shared to the original Turbo showcasehttps://ace-step.github.io/ace-step-v1.5.github.io/The SFT XL model has the most issues, it's not able to do a wide variety of what Turbo model can do out of the box, seems hardcoded to do just generic songs including rock/rap/pop songs and not things that are creative and fast paced such as Eurobeats. SFT has slightly higher fidelity on the things that it does well but it's not ideal because the creativity is hampered the most out of every model that is out. The Base/Turbo merges bring the best out of base, and removes almost every defect from other models.
>>109396480that blurry airbrushed shit isn't crisp, you're a blind retard
>>109396252Can you drop a workflow for this? I am curious. Also what do you use to train LoRAs?
>>109396485it doesn't look airbrushed. you're the blind one here.
>>109395905I can't wait. LTX 2.3 sucks and Wan 2.2 is too limited. I don't care if I cannot run it locally, it just has to be an improvement and I'll buy comfy credits.
>>109396499actual playdoh skingarbage model
>>109396512is playdoh a style of airbrush?
inb4 the other two /ldg/ threads get page 9/10 bumps with irrelevant posts
>>109396512that's just jpeg artifacts real images have those too.
>>109396530There's 3
>>109396485text was meant for the quoted anime gen. congrats on pointing out that glossy magazine perfect skin look that was prompted for lol
>>109396532cope>>109396541gay retard, the krea anime gens are even worse, the colors are like fucking diarrhea
what shall I gen next
>>109396480>i dont lurk these threads but i will claim to have knowledge of whats typically posted lole
>>109396541don't bother with him, he doesn't gen and he's a well known thread schizo
>>109396518Playing with your food... tsk,tsk,tsk...
>>1093965551girl, asian, peace sign+bikini if you're feeling daring
kreaanon is a samefag and glazes his own posts and makes his own bakes with his own garbage collages over and over
>>109396559*anime tourist
>>109396563>kreaanonI think lots of anons use Krea here
>>109396571na, just one retarded jeet
>>109396571if it's one gigachad I truly kneel
>>109396563im kreaanon and i cosign every krea gen
so anima.... that happened i guess..i was using krea turbo for a bit and went to try anima thinking it would be so fast given how small and dumb it is in comparison, but it's actually slower??? what was the point of it all?
no, I'm kreaanon
>>109396563>kreaanon is a samefag and glazes his own posts and makes his own bakes with his own garbage collages over and over
>>109396585i don't think anyone expected a model like krea for another year or two
>>109396585Anima... whatever happened there?What was the point of doing a model that looks and works worse than NAI/IL?
>lying about anima out of nowhere When are you gunna fall asleep I'm bored of your trolling
>>109396386jencov2_unibrowfix
Kill kreajeets. Behead kreajeets. Roundhouse kick a kreajeet into the concrete. Slam dunk a kreajeet baby into the trashcan. Crucify filthy blacks. Defecate in a kreajeets food. Launch kreajeets into the sun. Stir fry kreajeets in a wok. Toss kreajeets into active volcanoes. Urinate into a kreajeets gas tank. Judo throw kreajeets into a wood chipper. Twist kreajeets heads off. Report kreajeets to the IRS. Karate chop kreajeets in half. Curb stomp pregnant kreajeets. Trap kreajeets in quicksand. Crush kreajeets in the trash compactor. Liquefy kreajeets in a vat of acid. Eat kreajeets. Dissect kreajeets. Exterminate kreajeets in the gas chamber. Stomp kreajeet skulls with steel toed boots. Cremate kreajeets in the oven. Lobotomize kreajeets. Mandatory abortions for kreajeets. Grind kreajeet fetuses in the garbage disposal. Drown kreajeets in fried chicken grease. Vaporize kreajeets with a ray gun. Kick old kreajeets down the stairs. Feed kreajeets to alligators. Slice kreajeets with a katana.
>>109396585it still blows my mind to this day how such a relatively small model could be so slow. Come to think of it Anima probably deserves some kind of medal or something for being like the slowest model ever. They probably had to put some extra effort in to achieve such epic slowness.
>>109396610why fix something that isn't broken?
>>109396614son
>>109396600don't complain about his collages. you made your bed when you complained about the kino collages
uh oh melty
>>109396616>messed up elbow glovereroll
>>109396457I wanted a shot from above
>>109396607he ran out of all his other trolls which is why he pivoted to anima fudding
loracoping killed local. nobody wants to deal with baking shit again and again for every model, people tried for anima and gave up because it's just so tedious doing the same shit that was done for illustriouslocal finetuning will enter a long slumber until the technology evolves to the point where it can actually study things in real-time like LLMs can. it's too expensive to be worth it right now
>>109396626what's wrong with it
>>109396612>Crucify filthy blackswhy are you targeting sasori for no reason?
Every morning I get on my knees and thank the lord For giving me the taste and finances To not have to run turbo versions of models
>pedo poster is a zitard
>>109396632>where it can actually study things in real-time like LLMs canVisual models that can "study things in real-time" are simply making calls to LLMs btw
>>109396585>>109396632these are preset bot posts that appear when the LLM hits its context limit
now the playdoh is wet
>>109396684that's not how shadows work
>>109396642>for no reason
>>109396696yeah, thats the point, genius
>>109396704explain the point in detail
>>109396612From now on I'll label all my gens with Krea2 at the start so that you know.
>>109396634...the hand
>>109396719stop posting this ugly bitch, I assume it's a specific celebrity I am just bored of seeing her
>>109396719post more of her, I like them
send help
>>109396755--disable-dynamic-vram
--disable-dynamic-vram
>>109396723This is a good concept but it's as if executed by a jeetsar
>>109396449lmao she's doing the Radioulnar Synostosis thing
>>109396746wow those are short humeri. just.
>>109396829women who look like this are evil
>>109396612>meltyhaver still can't do style transfer after over a week
every kreagen looks like dogass
>>109396726gouge your eyes out with a rusty fork faggot
>>109396898everything you gen looks awful. you would be just as mad at ideogram if that got popular because you can't run it, broke boy vramlet.
>>109396459that's the point, help please bro
niggerjeet
>>109396898facts
>>109396920I'm so happy I woke up today with white skin.
>>109396933>tfw multiple personality disorder
>>109396898What the fuck did you do(loli, cute: 4.0)?That's labubu tier fugly
>>109396456Elbow too pointy type of shit
it's always the least white person possible that brags about being white lmaoliterally ALWAYS. just gen some good images instead of lying on the internet
>>109396943labubus are goated
>>109396934at first I was excited, then I played it
people are like "krea 2 looks like shit" but then proceed to post a single ideogram image per thread because they spend so much time drawing bboxes
>1hand,white,brown wooden table,photorealistic,low quality,snapshot,filmgrain,scar on ring finger,black string bracelet, dim lighting
>>109396961
>>109396966this is the quality of gen the krea haters can make >>109396898they are literally just seething they can't run it
>>109396857women are evil*
>>109396951>>109396418>>>> Anonymous 07/28/26(Tue)18:13:05 No.109396959▶>>>109396934>at first I was excited, then I played it
>>109396979>>109396418
>>109396986
>>109396959neat
we are all brahmin here
Surely you can do better than posting 1girl
>>109396983I just hate shills, faggot.
>>109397009You make the worst gens in this entire general.They're all blurry, full of artifacts, and look generally crap.I feel sorry for you all you know how to do is say "mean" words because you're illiterate.
>>109396494>workflowThere is none since Comfy kinda killed his implementation with lack of updates and it's too inefficient slow when loading different prompts, and the official gradio UI is vibecoded and slow, so the best UI ishttps://github.com/ServeurpersoCom/acestep.cppThis one has some experimental features and is based on the abovehttps://github.com/scragnog/HOT-Step-CPPI can tell you what my settings are, I like to turn off the LM for maximum creativity, max of 50 steps, with DPM++ 3M sampler (though it doesn't matter as much). DCW, I experiment with it on and off(Double 0.0008 and 0.0017).As for LoRA training, here's a spoonfeed guide I madehttps://rentry.co/s8fg8berIf you want to play with a LoRA, I released my Initial D one (arguably my best LoRA) a while backhttps://civitai.com/models/2702491/super-eurobeats-acestep-15-xl
>>109395905I want to be excited for WAN 3 but it's just API shit.
>>109397036some sdg sperg is baking troll threads
>>109397055You can run it in ComfyCloud.
>>109397028How'd you manage to type semi-literately with all that dick in your ass? And you're indian, very impressive. I hope your boss raises your pay to 500 rupeees/h
why is zitchad angry
>>109397073Die cunt
>>109397086bitch lasagna
>>109397086heavy thailand vibes on the left one
>
>>109396857yeah, white women
>>109396857>>109397113.t indian
>>109396787STOP DISABLING SUPER IMPORTANT FLAGS YOU FUCKING CHUD, MAKE A DETAILED ISSUE IF YOU HAVE PROBLEMS WITH DYNAMIC VRAM (unless you use UNSUPPORTED UNOFFICIAL trash nodes like gguf, then you should just kys)
>>109397120browns worship white women, retard
>>109397137His vocabulary is pretty much exclusively insults he learned on xitter.
>>109397137na, they gen them and sour grapes them simultaneously
>>109397123first time I'm seeing Comfy having a melty, it can happen to the best I guess kek
>>109397147they sour grape by seething at white men, at no point do they stop simping for white foids
>>109396993deformed. krea (which always means krea 2 now), is deformed.
Here's a safe krea (always now meaning krea 2) test:>have I ever seen a poser pose like this?If no, it's not realistic.
>>109397166based
>>109397145kreajeet>>109397162you're dead wrong, the moment they get rejected which is every time it's bitch lasagna
>>109397192>proves my point>low iq>small vocabFascinating. Still using SD1.5?
can't wait to see the meltdown over flux 3
>>109397166
>>109397220you gotta look your best for the shot
>>109397217Why? Is it shit?
>>109397217Flux 2 will presumably not default to fas contortionist mode.
>>109397217in which direction? people are already saying it will be cucked, and everyone already shits on ltx for not being really better than wan 2.2 in quality so whats the competition it will have if its good?
why all the shitbakes
>>109397225lmao
Will flux3 be gimped or notThat is the question
>>109397237This thread makes a particular anon very upset hence why he troll bakes so often
>>109397234idgi. ltx is more kino than anything available right now
>>109397248It's a BFL model
>>109397254So we're good then, nice
Testing Krea2 for the first time, pretty cool I thought it would be slower on my hardware but it's really fast once cached.
>>109397234>in which direction? Doesn't matter.If it's shit anon will proclaim that everyone ITT thought it would be good and he'll use that to troll the thread for at least a week. If it's good anon will proclaim that everyone ITT thought it would be bad and he'll use that to troll the thread for at least a week.
>>109397262If you're fine with only generating safe and wholesome cat astronauts on the moon videos then yes
>>109397263Obligatory 1girl, simple background.
>>109397249who?
>>109397287(you)
>>109397252maybe with the most optimal workflow in the world, its overall better than wan 2.2, yes, but unlike wan, the quality of ltx, especially the faces, gets fucked too much too quickly.if there is a lora for something u want for wan, and u dont care about 5s limit or slight motion fuckery during transitions of chained 5s clips, then wan is basically always better.ltx has audio, but its shit, it has 20s gen time, but it loses that coherency quality, it has 1080p generation, but it looks like its a bad 720p bitrate upscaled video to 1080, it has slightly higher fps, but not by much and who cares when you can interpolate, its "fast", but not actually faster at proper quality than proper quality quality wan 2.2.
>>109395602>>109395602>>109395602>>109395602>>109395602>>109395602
>>109397295can you post an example of the ltx faces problem? i never noticed it personally
>>109397298nah
>>109397298ignore, someone is baking a real thread
Fresh when ready >>109397305>>109397305>>109397305Fresh when ready
>>109397295ltx is ass at i2v. for t2v it's much better.
>>109397306i deleted the model along with the shit gens after it didnt come out good on release after testing with multiple different workflows and settings, you can link the highest quality workflow possible that takes no shortcuts anywhere and i can try it again at some point in the future
>>109397315>>109397324
