Discussion and Development of Local Image, Video, and Music ModelsPrevious: >>109146216https://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://civitai.comhttps://civitaiarchive.com/https://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>Zhttps://huggingface.co/Tongyi-MAI/Z-Image>Animahttps://huggingface.co/circlestone-labs/Animahttps://tagexplorer.github.io/https://animadex.net>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
ideogram WARRIORS run this thread
https://github.com/capitan01R/ComfyUI-Krea2T-Enhancerthis is better than Krea Rebalance imo
indiagram users are here and they're upset
>>109148550i shit on you timmy
Let's settle this once and for all!Poll:https://poal.me/kl1qfyhttps://poal.me/kl1qfyhttps://poal.me/kl1qfyhttps://poal.me/kl1qfyhttps://poal.me/kl1qfy
>>109148538How so?
>>109148550I hate both idiotgram 4 and Kreatarded 2
?Is there really no regional prompting, sketch input or anything like that for ZIT?
>>109148577No anima, no vote.
>>109148592you get less slopped images and less artifacts, it doesn't feel like you're losing something else while removing the filter
I'm gonna try something with the collage and bernini, had to resize though due to oom 5000+ resolution for the reference images is too much it seems on my hardware. It will be interesting if it can do a 5 second montage or even have all the characters from that image in one scene. If it can do that then i will be amazed but I have doubts on scene complexity from such a shitty image res.
>>109148577STOP THE COUNT
>inb4 nigbo
>>109148577I don't think any one of them is the best. It's good to have all of them. You can test them, learn their strengths and weaknesses and use them to achieve whatever it is that you want to create. They can exist peacefully together augmenting each other. They are tools in your arsenal.
>>109148601I intentionally left Anima out because it's an Anime-specific fine-tune and the other models are all-arounders foundational models
>>10914860150k status?
>>109148619rent free.
>>10914861935 stars status?
flux2klein9b vs krea2
>>109148618Is indiagram an all rounder? i only ever see one style coming from it and that's cinematic film stills. can indiagram even generate anime or cartoons?
>>109148614wow this place is buzzing.
>>109148614ZITgods wonned as expected
>>109148614As god intended.
>>109148638the thread losted. nobody is here
>>109148644Cope
>>109148641Vramlets dominate the hobby
>>109148625flux2klein9b is retarded if its the one on the left, its not even the correct mediation pose ffs, the one on the right is the correct way, palms not touching. I hate klein9b so much i might just delete it from my machine.
>>109148646copeding is what you is
>>109148641So in /ldg/ are there only 12 GPUtards? Lmao
I voted 6 times for ZIT.
Kreasissies..
>>109148650>the one on the rightmy right, i'm autisic so putting myself in their position is an after thought.
bros i just took a bunch of photos of someone i know, make a lora for krea2, and with a simple nsfw lora i have perfect nudes, like i wouldn't even tell if they are real or not. With ltx2.3 you can probably animate them to do something simple. This can be addictive and I'm not sure I like it...
>>109148650kek you right. Flux is getting old. it needs an upgrade.
>>109148673now get to blackmailing
>>109148656I didn't vote because I have no strong preference yet.
>>109148054>>109146932>You turn up the realism>The model becomes sloppy and too realistic>Can't do amateur photography or even vary its styles as much as other models can
>mfw Resource news06/27/2026>ComfyUI-VAEFrequencyBlend: Blend images decoded by different VAEshttps://github.com/thezveroboy/ComfyUI-VAEFrequencyBlend>Ideogram4 & Krea2 Inpainting with LanPaint Supporthttps://github.com/scraed/LanPaint/releases/tag/1.5.506/26/2026>OmniShow: Unifying Multimodal Conditions for Human-Object Interaction Video Generationhttps://correr-zhou.github.io/OmniShow>Adobe to Acquire Topaz Labshttps://news.adobe.com/news/2026/06/adobe-to-acquire-topaz-labs>LiveEdit: Towards Real-Time Diffusion-Based Streaming Video Editinghttps://live-edit.github.io>PhysRAG: Enhancing Physics-Awareness in Video Generation via Retrieval-Augmented Generationhttps://github.com/sediment1024/PhysRAG>SAM2Matting: Generalized Image and Video Mattinghttps://henghuiding.com/SAM2Matting>Unison: Benchmarking Unified Multimodal Models via Synergistic Understanding and Generationhttps://github.com/FudanCVL/Unison>ComfyUI-AppleSilicon-FP8 - a compatibility layer custom node for Apple Siliconhttps://github.com/pawel-mazurkiewicz/ComfyUI-AppleSilicon-FP806/25/2026>Bernini-R — GGUF (high & low noise experts) https://huggingface.co/neuregex/Bernini-R-GGUF>Physics Question Scene Graph: Fine-grained Evaluation of Physical Plausibility in Text-to-Video Generationhttps://github.com/atinpothiraj/pqsg>VPA-Guard: Defending and Benchmarking Image-to-Video Generation Against Visual Prompt Attackshttps://huggingface.co/datasets/CSU-JPG/VVA-Bench>Minimalist Preprocessing Approach for Image Synthesis Detectionhttps://github.com/vohoaidanh/adof06/24/2026>Krea-2-Turbo Training Adapter https://huggingface.co/ostris/krea2_turbo_training_adapter>Vera: A Layered Diffusion Model for Content-Preserving Video Editinghttps://vera-layered-diffusion.github.io>Advancing WordArt-Oriented Scene Text Recognitionhttps://github.com/YesianRohn/WATER>DramaDirector: Geometry-Guided Short Drama Generationhttps://github.com/iLearn-Lab/DramaDirector
>>109148676>Flux is getting old.Z-image turbo is older than Klein though lol
can ideogram do this?
>mfw Research news06/27/2026>Customizing Video Portraits via Identity-ActionDecouplinghttps://arxiv.org/abs/2606.22347>Don't Settle at the Mode! Mitigating Diversity Collapse in Pretrained Flow Models via Feature Self-Guidancehttps://dont-settle-at-the-mode.github.io>GeoT2V-Bench: Benchmarking 3D Consistency in Text-to-Video Models via 3D Reconstructionhttps://arxiv.org/abs/2606.24829>NullFlow: One-Step Generative Reconstructionhttps://arxiv.org/abs/2606.22696>Generative Relightable Avatarshttps://vcai.mpi-inf.mpg.de/projects/GRA>LISA: Likelihood Score Alignment for Visual-condition Controllable Generationhttps://arxiv.org/abs/2606.27192>A Test-time Actor-Critic Approach to News Images Generationhttps://arxiv.org/abs/2606.21304>PortraitGen: Exemplar-Driven GRPO with Dual-Reward Guidance for Photorealistic Portrait Generationhttps://arxiv.org/abs/2606.26930>VT-DUDA: Visual Token Conditioning for Diffusion-guided Unsupervised Domain Adaptationhttps://arxiv.org/abs/2606.21700>Forget, Anticipate and Adapt: Test Time Training for Long Videoshttps://arxiv.org/abs/2606.26515>Focusing on What Matters: Saliency-Harnessing Accurate Routing for Diffusion MoEhttps://arxiv.org/abs/2606.26938>Training-Free Semantic Correction for Autoregressive Visual Modelshttps://arxiv.org/abs/2606.22550>FlowCodec: One-Step Flow Prior for Generative Image Compressionhttps://arxiv.org/abs/2606.21030>Staying VIGILant: Mitigating Visual Laziness via Counterfactual Visual Alignment in MLLMshttps://arxiv.org/abs/2606.26387>LogicIR: Logic Gate Networks for Image Restorationhttps://github.com/jimmy9704/LogicIRhttps://arxiv.org/abs/2606.26609>See & Sniff: Learning Visuo-Olfactory Representationshttps://mm.kaist.ac.kr/projects/SeeandSniff>Computer Vision for MOBA Analytics: A Dataset and Baseline for Visibility Analysis in Dota 2https://arxiv.org/abs/2606.26970
>>109148692Who would want to render this though?
>>109148702So... it can't?
>>109148673escapist chads are going to inherit AI
>>109148703
>>109148608that didn't work so well.You are a helpful assistant specialized in image-to-video generation. Using the reference image. create a 5 second montage from all the characters in the image provide.
>>109148673>I'm not sure I like it...Sure Jan...
>>109148711>posts non-generated jewish man from a reddit movie to make a pointInteresting.
>>109148679A spineless anime fag, how unusual!
>>109148719So... I'm right?
>>109148673as long as you aren't bothering anyone with it what's the harm? not that I condone such a thing.
>>109148727No you're an idiot and ideogram is not an all-rounder it is highly specialized towards one thing and that's cinematic still frames.
>>109148688nice style
>>109148734That's not true
>>109148734>Ideogram is highly specalized on things that matter while Krea 2 can do Lois from Family Guythat's why you lost btw
>>109148742>look here's ONE extremely mediocre example of it doing something elseUh-huh>>109148744Losted within 16 votes! Nooooooo! Such large!
>>109148770I mean, were you retarded enough to expect this place to be filled with thousands of people? it's mostly 10 schizos who are samefagging lol
>>109148770>It's not an all-rounder>NOOOO NOT LIKE THAT
>>109148767kek, i have to try this krea2 turbo later, i have it downloaded just haven't used it yet. I only downloaded because people said it is as fast as anima is when anima is running at 30 steps. And its 12b with better prompt adherence
>>109148780Why is every comparison between the two not trying to test it's capabilities but only testing realism?
>>109148692how lewd can it get thou?
>>109148721I've started genning Anime literally yesterday for the first time. Don't even know what I'm doing, to be quite honest with you.Still holding out my judgement on Krea since I don't know if my workflow isn't quite there yet or if it's the model.
>>109148799because only realism hasn't been solved yet, anime shit has been solved since 2023
>>109148820>anime shit has been solved since 2023kek. yeah there only exists anime and realistic photographs. smartest indiagram user.
>>109148821>there only exists anime and realistic photographsduh
>>109148820>>109148825Ideogram can't even do anime so it's missing 50% of all art.
>>109148520>>109147187
>>109148837>Ideogram can't even do animeIt can though?https://www.reddit.com/r/StableDiffusion/comments/1u0lc5g/ideogram_4_80s_anime_lora/
>>109148673I dont see why anyone would do this unless you were underageb&
>>109148847pfft. lol that looks like straight nigga jizz
>>109148854>immediatly thinks of BBCstraightest Kreakek user
>>109148863I'm black and gay. Highest percentile IQ too, ytboy.We made AI models and you stole them.
>>109148692Yea
Terrible gen but I wasn't expecting this out of krea without a NSFW LoRA.https://files.catbox.moe/wni9y2.jpeg
>>109148883Uh oh, KreaBlackGaySissies, what's our next cope?
>>109148883>he actually responded instead of coping and seethingNice. Thank you although I have my doubts it's ideogram due to the nature of the shills for it but I'll take it.>>109148887Rape.
>>109148884Looks pretty nice actually. Tits and nipples look real which is very surprising
>>109148884Yeah, it has trained on a lot of NSFW, so it knows the concepts, as long as you bypass the censorship with a bypass-lora or node setup.Best results are still with NSFW loras, but it's so much easier training them when the base model already knows NSFW concepts.
some anon have extremely poor or average taste and it upsets me
>>109148904now THAT's a proper melty
>>109148896>coping and seethingOnly the Kreakeks lose their shit, sign of low IQ btw >>109148904
>>109148932now THAT's a proper melty
seethe
>>109148932>>109148917>>109148938its same fagging its a robot llm for sure.
>>109148938What do you mean?
gpt-image-2 lora for anima is really good. It feels like turbo lora (better consistency, more details) which doesn't break artist styles. You don't need to add @gpt-image tag, as it does its job even without the tag.
Also, I finally made a detailer that works with anything that SAM3 can detect. No more dozens of yolo models. No more impact pack.
>>109148870>I'm black and gay.>>109148904>I appeal to the kys theory with people like youare you actually LowTherGod?
>>109148692>>109148883Better one after bounding box autism
>>109148896>I have my doubts it's ideogram
>>109148740@diathorn
>>109148998nahh, this shit's way too autistic, come on lol
>>109148965It doesn't look like anything
why does lilbro keep posting stale memes
>>109149015Akasaka Aka is just underrepresented in training data. The crux is that if you pick an artist whose style is well known by Anima, it'll be preserved.
>>109148793idk for me it's always been faster than anima. These images complete in 10 seconds. It's a pretty fun model, it's true strength being control. Not perfect but the best I've experienced. Haven't tried ideogram yet.
>>109149114nice until you see the out of place adetailed face
>>109148975post catbox workflow pls
>>109149126It's not actually. WLOP art style just kinda looks like that.
can you use krea 2 for face details?
>>109149009It's the thinking man's model
>>109149158Nice, which style prompt did you use for this?
>>109149163Err... It's a long story>art_style: An authentic 1980s amateur analog photograph>aesthetics: visible film grain, muted yet warm colors, subtle color shifts, gentle fading from age, imperfect framing. Natural candid composition. Printed photo aesthetic with tiny dust specks, light scratches, rounded print corners. The image has the unmistakable texture and imperfections of a real developed film print from the 1980s,>medium: Analog photography
>>109148965>more details
>>109149158>>109149180it looks good, probably even better than ZiT for realism
>>109149168looks like chroma
>>109149131https://litter.catbox.moe/m47pse.png>>109149188It's not perfect, but without the lora, this prompt rturns into pic related.
>>109149204That's a hot obaasan.
>>109149152
>>109149226It's Krea 2.
>>109149234>obaasan
>>109149234catoboxo?
>>109148815About this lewdhttps://files.catbox.moe/d9kqhr.png
>>109149283wow
>>109149250Damn, she was hotter in the first one, looked a bit like Hikaru Utada.>>109149257https://files.catbox.moe/eniy0x.png
>>109149283That's lewd
CAN THE WLOP SHIZO FUCK OFF, THANK YOU!
>>109149311now that's what I call a MELTY!
>>109149311qui?
>>109148847Needing a LoRA for what Krea 2 excels at (just to get a mediocre version, because it's just a LoRA) is pretty bad. It can do almost every anime style with its eyes closed.
>>109149296I'm trying to get ridd of the babyface problem I had with this dataset. Any woman under 40yo, non mature, would be pure jailbait. Also the base asian faces are terrible
Krea 2 can learn styles, after abject failures to train artist loras for Flux 2 Klein and Z-Image, with 1250 steps, you can see the effect of the Lora (John William Waterhouse style).
>>109149316damn, she's horny
>>109147317>actual ass when lying prone finally we have a model that understands anatomy
>>109149180converted to jpg because size
>>109149314>It can do almost every anime style with its eyes closed.nothing from danbooru tho
>>109149316>John William Waterhouse styleKrea 2 can do him out of the box though
btw, is the south park style available on these new models?
>>109149324>>109149180i wanted to say have you tried Flux? >>109149322prompt was detailed. But Kera2 did produce a good result compared to others.
>>109149316Based pre raphaelite enjoyer but it should look more like a painting than an illustration if you catch my drift
>>109149314the thing is that Ideogram can do anything it wants, can't say the same with Krea, it'll always be nerfed by its subpar VAE
Is Krea 2 the closest "Dalle 3 at home" experience we got to date? Considering what it can do out of the box (knows lots of characters well, artstyles etc)
>>109149315>this dataset>Any woman under 40yo, non mature, would be pure jailbaitHmm, that doesn't speak very well for your dataset lol.
>>109149328
>>109149346wtf, based
>>109149316I also had good results with style training. Training on RAW, inference on Turbo and it reproduces the style pretty well.
>>109149325Perhaps. Btw has anyone tried an Anima to Krea 2-step refinement workflow? For Chroma, it already feels almost as if we got an Edit model, it can borrow styles pretty well with just img2img.
>>109149391
>>109149327Yes, it clearly recognises the name, but the effect is not very strong or accurate enough. With other artists that I have tested it the style comes in even less than with Waterhouse, with some it comes in stronger. It is in any case a good foundation for the lora to work so well when the concept is not so alien apparently. This is more subtle trigger word vs. no trigger word at medium strength.
I think Flux2K9 can still pass. It has power on realism department. But it needs more data on base model.
>>109149415its too aesthetically tunned
>>109149391>>109149398it is. Also it can do a lot better if it stops adding extra hands and legs to the character. >>109149442
>>109149415I have good news for you anonhttps://huggingface.co/fancyfeast/bigasp-3
>>109149459we iz eetin guud
>>109149459I saw it in previous thread. Someone said it's not properly cooked yet.
>>109149473>In-development models for bigASP 3>bigASP 3 is currently undergoing training.I wonder how they got that idea
>>109149459i'll try it because why not
>>109149345>Hmm, that doesn't speak very well for your dataset lol.I used only pretty much the perfect looking young women with symmetrical faces. Adding milfs solved the situation. Thank you milfs
>>109149315You are a helpful assistant specialized in image-to-video generation. Using the reference image. create a video with the woman wearing the short black skirt doing a gun fight on a busy street with police using an AR15 assault style rifle. The woman stands crouching down behind the door of a roofless car which is open on the passenger side of the car, she is firing her rifle at police officers out in front of her at distance over the top of the car door. The woman hold the rifle like a professional, the rifle butt is pressed firmed into her shoulder as she looks down its sight, she firing controlled 3 round bursts, the vibration of the rifle firing causes her upper body to vibrate with natural movement and physics and the rifles muzzle flashes realistically with empty brass bullet casing ejecting out the side of the rifle. The woman's face is of serious focus and determined aggression. The police officers are rapidly running for cover behind police cars, the police car lights are flashing intensely blue illuminating the surrounding area. realistic style. Lets see how it goes, i got some GTA lora that might work good for the high noise at least.
boys... I deleted my anima folder. waste of space.
>>109149314I say this without a hint of irony. SKILL ISSUE. No lora required
ideojeets on suicide watch
All the things that bernini claims to be able to do and their system prompts:You are a helpful assistant.You are a helpful assistant specialized in text-to-image generation.You are a helpful assistant specialized in text-to-video generation.You are a helpful assistant specialized in image editing.You are a helpful assistant specialized in subject-to-image generation.You are a helpful assistant specialized in image-to-video generation.You are a helpful assistant specialized in video editing.You are a helpful assistant specialized in video editing on content propagation.You are a helpful assistant specialized in video editing with reference.You are a helpful assistant specialized in ads insertion.You are a helpful assistant for editing. You may need to adjust the subject's action or position.You are a helpful assistant for editing. You might need to adjust the video's style, lighting, colors, textures, and the subject's pose or action.consider that it can edit images it could then be used to make last frame best quality in a wan workflow all-in-one using only for all the actions. I was a bit shocked not many spoke of it, well i'm having some fun with it.
>>109149152was this the end of the reddit dystopiaverse story?
>>109149519still keeping mine until there's a danbooru krea2 finetune. dont have vram to make loras
>>109149559That's pretty impressive gen, especially if it's without lora
>>109149574>danbooru tagsI literally just prompt:>fat black nigger woman getting pounded in her vagina by a white man with a large penisand it works.
>>109149459sampler and scheduler?
test
>>109149584doesn't know more niche characters or artists though. like gbf ones
>>109149599sounds like you're an NTR cuck and shouldn't be genning anyways.
>>109149501I see, I see.
Best realism, competitive anime/illustrations, unmatched control. The Krea distraction was fun but it's time to come home, genning man>>109149583No lora. https://files.catbox.moe/d0nmdr.png
>>109148695>>See & Sniff: Learning Visuo-Olfactory Representations>https://mm.kaist.ac.kr/projects/SeeandSniffSniff Diffusion when
>>109149589>>109149412Hello catjack how are you catjack!
been a while.. since when can AI do hands?
i wish i made a mediocre idiot proof trainer so when my GPU dies comfyorg would buy me a new one
>>109149636the only people who actually want this are stinky fat people and jeets
>>109148988oh momma
>>109149473It's great. But it's a base model, so 30-40 steps, CFG 4-6, decent negative prompts.
>>109149157Not sure. I'm a Forge-Neo native and mainly use Comfy for video stuff. I can't inpaint in comfy so I hope we get Krea-2 support in Forge-Neo soon>>109149236nice. quality is pretty good. did you do a second pass or did you render at that resolution?>>109149572no, it might take several days to execute. really struggled with that last gen. seems like it doesn't want to do nudity even though I tell it that the nudity is censored by floating bubbles.
>>109149677>It's great.you know the deal
>>109149625That's very impressive. Looks like they actually gathered dataset from some blu-ray remasters>>109149663That software is like virtual cock and ball torture
the most important lora just dropped, boyshttps://civitai.red/models/1899877/trans-femboy-or-klein-9b-zit-qwen?modelVersionId=3076122
>>109149677got it
>>109149625If ideogram didn't decide to go for the bbox autism, it would have been the current king and Krea 2's release would have been a flop like the Boogus and the Ernies, I'm not joking
>>109149374I just used the defaults in ai toolkit, 3000 steps (it's almost finished). What did you use for parameters?
>>109149236one pass on default. it added glow to the text by itself tho.
>>109149684>it might take several days to executekeep it pumpin, anon. I'm diggin the project
>>109149752Same.
Since there are so many kreatards here, did any one of you train on krea 2 turbo with ostris's adapter instead of on raw?
>>109149389Anima to Krea style transfer workflow test. Lower denoise values may preserve more of the style. Only issue I've noticed so far with this is that it mutes the colors a bit, but adding a punch filter on Windows photo settings help mitigate thatOriginalhttps://files.catbox.moe/dxcdtg.pngOutputhttps://files.catbox.moe/3tni2d.pngAfter punch filterhttps://files.catbox.moe/g0mbis.pngOriginalhttps://files.catbox.moe/ygb6p4.pngOutput (wan 2.1 vae, better lines)https://files.catbox.moe/vpnq87.pngAfter punch filterhttps://files.catbox.moe/tyniui.png
>>109149830make a grid we ain't clicking all these links
>>109149846>t. phone user
How many people want to see the investors for comfyui and the comfyui org get shit on for making commercialization the standard over open source?
>>109149830Note it should be possible to replicate that filter with any post processing node.
>>109149830Bros, I'm so tired of Krea noise (best visible in uniform areas).
>>109149861If someone forks it or makes a better version of it I'll use that but otherwise I simply don't care. We can vibecode our own interface/backend if we really needed to.
>>109149880>forking cumfartnobody wants to do that and it will never happen. cumfart is destined to die because the devs have no idea how to do ui/ux
its uphttps://www.youtube.com/watch?v=v6KRngGo10U
>>109149896Retard
>>109149905nobody cares shill faggot
>>109149906Care to explain? Python is a literal cancer on tech stacks. Python apps don't stick around for a reason
>>109149685I can't post why exactly it is great on a blue board. It's the first giant NSFW finetune for a modern model.
>>109149908melty
>>109149929Oh your the baker troll. Go suck a cock faggot
>>109149918you can put a catbox, it's allowed
https://www.reddit.com/r/StableDiffusion/comments/1uh0yk1/wan22_oom_after_comfy_update_on_workflow_that_ran/comfysisters... even predditors are laffin at our dynamic vram...
>>109149914>Python apps don't stick around for a reasonYeah it's the language that's the problem. Maybe if everything were written in Rust everything would be better!
>>109149959>comfysistersDoes this actually exist? I haven't met anybody that didn't have a problem with comfy
>>109149625Ideogram is so big and slow tho, I'm GPU poor
>>109149962Sorry, did you name any long lasting python "application" in your post? Something that lasted over a decade at least?
>>109149978Netflix. Spotify. Reddit. Calibre.
>>109149951I'll post some sfw stuff, just need a bit to come up with prompts
so whats the point of people converting these models to gguf?
>ai toolkit implemented the partial offloading optimization long ago, ramtorch, from the creator of chroma>it works for most models, but not chromalol
>>109149861>>109149896desu if i didnt have to reimplement a bunch of stuff i wouldve already switched to sd.cpp
>>109149846https://files.catbox.moe/uzwqtm.pngFiltering is a bit of cheating and overcompesating for the img2img not having as dynamic range for some reason, the strategy isn't perfect but it somewhat works kekhttps://files.catbox.moe/xyz8y9.pngI guess if you really want to maximize likeness, you could go right back to Anima for 1 or 2 steps at low denoise, or perhaps optimizing the Krea prompt to be as close as possible to the intended output.
>>109149932I watched a youtube video yesterday about how bald eagles will sometimes kidnap chicks from other birds, forget it was supposed to be a snack, then raise it as its own.
>>109149874That is a qwen 1 vae image, Wan 2.1 fixes those lines, though subtle.
>>109150046who said you would be the one doing it? Sending devs that direction seems to be the way forward because cumfart is just stagnant corpo garbage
>ai toolkit has a bug that forces text encoder to run on cpu if training chromalooooooool
>>109150097Is there even any point in running the text encoder? I always just unload it.
>>109149804the bat can't flap it's wings if he is hold them. he should be holding the fur on it's back. gen it again
>>109150111No, he's gliding.
>>109150109making and caching the initial text embeddings
Impressive how much stuff this thing almost knows. It makes huge variety of things with default ai-slop aesthetic.
>>109150120Well yeah, but that's fast even on CPU isn't it?
>>109150133im emailing this to nintendo
>>109150130not if you have hundreds of images
>>109150138Tell them to send their cutest lawyer.
actual quote from a Redditor on Krea 2:>I already created dozens of 8k pictures (3840x2160) but ok… it can‘t do it. Your argument sounds valid.why does bro think that's "8K" lmao
>>109150170eeewwwwwww
>>109150129sus
>>109150186you found out that the ai generated image was in factai generated?
>>109150195whys there's so much Flux.2 in there is the question moreso. And WAN
i think krea just fulfils everything i want from a local model and i'd be happy with nothing new releasing ever again
>>109149677yeah AspGuy doesn't train at retardedly low resolutions like Kekstone so I feel like it's almost impossible for him not to come out with something fairly useable if Klein 9B is the underlying model
>>109150211>whys there's so much Flux.2 in there is the question moreso. And WANUsing similar ""realistic"" pony generated dataset
>>109149398this is a good example of how hard the Flux.2 VAE mogs
>>109150221I got better results from the original Flux Krea for every prompt I tried
>>109150221I want a simple finetune to get rid of the baked refusals
can you technically use another vae with krea 2 or are you stuck with whatever they used?
7 minutes blah
>>109150233why the fuck do all you people need to gen abnormal proportioned women? You gens are fucking ugly and trashy.
>>109150263Someone posted this earlier:https://x.com/PhotogenicWeekE/status/2070641554784768187
>>109150277You're right, alas some people really do have terrible taste
>>109150272not worth it, like the style looks authentic but no human would ever draw the dude's bare foot like that or draw the sword-holding hand like that
>>109150286yeah this thread is like always either the same generic pale skinny Asian Waifu or some Voluptuous Giant Booba Lady of various ethnicities lol
>>109149559Much better than the SDXL tier gens that other anon was posting. I already see a few NSFW LoRAs for Krea 2 on civitai that make it really good, I see the equivalent of Ideogram 4. How come? Whether a model trains well should also factor into the decision of which model to choose.
>>109148538>>109148592You can just use the ~300 byte lora.
Joschek if you post here. Fuck you, your loras are dog shit; Hang up the towel retard.
>>109150278black magic
>>109149559tried a straight text-to-image remake on Klein 9B with a Gemini caption of this
>>109150278open the comparison at full size lol, the right-side one might be more "detailed" but it also has crazy edge aliasing that isn't present in the original left-side output
>>109150290i actually dont like the style
>>109150278my main issue is the grid pattern on the left, if that can even be solved
somebody fix the grid of pixels at 100x zoom level!
do you guys make your own workflows? subgraphs where i cant even edit width/height are fucking maddening.who are the fucking normies who upload enshittified comfyui workflows with subgraphs
>>109150393>cumpster
>>109150398skill issue
>>109150381>>109150368I don't see it, maybe I'm blind
>>109150393\> cum dumpter\> cumpster
>>109150404this is full size (not bigger, exactly 100%) on the right side. Look at her glasses. If you scroll back and forth you'll see the original isn't like that
>>109150415you're complaining about this but it butchered her earring
>>109150422I beg you to get even one output that actually says "CUM DUMPSTER" spelled correctly. Also lol @ ZitSloppa background
>>109150355Not Klein's strong suite
localplastic thread
>>109150439I mean yeah that looks wack too. Either way if you're gonna use a different VAE on Krea 2 I'd use just the regular Wan 2.1 VAE if anything, not this shitty upscaler VAE
>>109150422can you do one where her opposite life is her getting her law degree
>>109150445I mean I'd try the original prompt too if I knew what it was DESU.
>>109150393>>109150422prompto pls?
>>109150305Hmm?
>>109150305if this person is actually THE Debo they don't seem to meet the hype at all frankly, they seem to just post images without saying anything
>>109150452Catbox is here. >>109149625 It's ID4 bounding box autism though
i love plastic
>>109150302>I see the equivalent of Ideogram 4I don't see*, or at least nearly as many models.
>>109150471I love plastic and square pupils.
>>109150457don't believe the rumors. I'm pretty well behaved
>>109150482Civitai delayed adding an ideogram 4 category to their site for several weeks, killed it's momentum I guess. A lot of people had moved onto Krea by the time they added it
>>109150393I want a way to get in taboo words on the model, this is ridiculous
>>109150441this anon likes to overanalyze images from a /g/ thread, holy autistic behavior
Krea2 censored violence
>>109150539I got it to show a bunch of dead niggers bleeding out on the floor behind asuka holding a glockwhat exactly is censored? I just think it's not trained on a lot of violence. big difference from censorship.
>>109150539use this to remove the filterhttps://github.com/capitan01R/ComfyUI-Krea2T-Enhancer
>>109150562>>109150562>>109150562>>109150562
>>109150457he got domesticated
>>109148520Hello /ldg/ I am a long time comfyui user. I moved to invokeai for a bit and enjoyed its gallery system and canvas a fair bit. I can use proper editors just fine as a replacement for the canvas but as for organizing slop. Has anyone made a node for uploading images to a local booru like shimmie with the positive prompt as tags?Ideally I'd want something quantitative tags rather than qualitative but something quick and dirty will do if it's already available. I figure some of you might have run into this exact issuepic unrelated
>>109150133>>109150168>AGPeach
