Discussion anhd Development of Local Image, Video, and Audio ModelsPrevious: >>110012667https://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/Wan2GPNeural-Pixel (sd.cpp): https://github.com/Luiz-Alcantara/Neural-Pixel>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>Qwen Image 2.1https://huggingface.co/Qwen/Qwen-Image-2.1>Minimax H3https://huggingface.co/Comfy-Org/MiniMax-H3https://neta.art/use-cases/en/h3-1000-prompt-list>Animahttps://huggingface.co/circlestone-labs/Animahttps://animastyles.thetacursed.comhttps://tagexplorer.github.io/https://animadex.net>Krea 2https://huggingface.co/krea/Krea-2-Rawhttps://huggingface.co/krea/Krea-2-Turbohttps://lumenastrum.github.io/clio-style-preview/gallery/>Kleinhttps://huggingface.co/collections/black-forest-labs/flux2>MiscShare 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/neo_collage>Neighbors>>>/aco/csdg>>>/b/degen>>>/gif/vdg>>>/d/ddg>>>/e/edg>>>/h/hdg>>>/trash/slop>>>/vt/vtai>>>/u/udg>Local Text>>>/g/lmg
>baking before limit again after be just got banned for it kek
Blessed thread of frenship
>>110035468Troll bake, fag spammer in collage
>>110035468Thanks for bakering anon.
>>110035487His gens are decent even if you dislike the fetish.
>>110035474
>>110035496I dont mind but I dislike constant spam
POV in H3/wan is so tricky some japanese dude who pretends to have solved it 100% asks to be paid to show you.https://note.com/hinon/n/n97fee835179c?hl=en
Blessing this thread
So why does this guy hate the links at the end of OP so much? No one even looks that far down.
>>110035502isnt there a lora for this? i saw a male and a female pov lora while browsing civit
>>110035502I would if I hadn't lost my wallet...
>>110035502That's weird. I think my first H3 gen was a POV boxing match.
>>110035508
>>110035510redddit speaks about a lora yes, haven't tested it yet.I've been trying to crack this for hours with anon's help with mild results.
>>110035468Thank you for baking this thread, anon>>110035483Thank you for blessing this thread, anon
>mfw Resource news10/10/2026>NVIDIA rumored to end RTX 5090 production and replace RTX 5080 16GB with 24GB modelhttps://videocardz.com/newz/nvidia-reportedly-discontinuing-rtx-5090-gb202-gpus-to-be-reserved-for-rtx-pro-series>Frameforge: Local video studio for creating scene-based AI videos with ComfyUIhttps://github.com/spacesimeco-hue/Chain-Motion-AI-Video-Editor>Qwen Image 2.1 Anime FUSALhttps://huggingface.co/MicksHF/Qwen-Image-2.1-Anime-Fusal10/09/2026>ComfyUI Iris: Native Iris-3B pixel-space inference https://github.com/envy-ai/ComfyUI-Iris>Iris-3B GGUFshttps://huggingface.co/realrebelai/iris-3b_GGUFs>SyncTile for MiniMax H3https://github.com/alaintural/synctile-h3>refmodBuilder: Native Qt desktop app for building MiniMax H3 reference packages with ComfyUIhttps://github.com/cyberworm1/refmodBuilder>Anima Kawai Inpaint ControlNet-LLLite https://huggingface.co/kawaimasa/Anima_Kawai_Inpaint_ControlNet-LLLite>Qwen-Image 2.1: Repackaged model files for ComfyUIhttps://huggingface.co/Comfy-Org/Qwen-Image-2.1>Qwen-Image-2.1-Turbo Officialhttps://huggingface.co/Qwen/Qwen-Image-2.1-Turbo>GenIA: Generative Reconstruction with Test-Time Input Alignmenthttps://facebookresearch.github.io/GenIA>Transforming Image Editors into Video Editorshttps://github.com/wangf3014/AVE>From Video Clips to Creation Trajectory: Sora100K for AI-Native Video Creationhttps://huggingface.co/datasets/ysicong/Sora100K>WorldCast: Distributed Multiplayer World Modelshttps://ziyang-ye.github.io/WorldCast-Page>Rubric-CEPR: Self-Evolving Image Editing via Reward-Verified Self-Distillationhttps://riteshthawkar.github.io/Rubric-CEPR>TKCAM: Text and Keyframe to Camera Trajectory Generationhttps://github.com/linearalgebrayhz/TKCAM>MiniMax-H3 Prompt Rewriter for ComfyUIhttps://github.com/pytraveler/MiniMax-H3-Prompt-Rewriter-ComfyUI>Realtime Conversation Videohttps://github.com/animede/Realtime_Conversation_Video
>>110035522what kind of thing are you trying to do a pov for?
>mfw Research news10/10/2026>Using AI for just 10 minutes erodes your ability to persist at hard thingshttps://news.berkeley.edu/2026/10/09/using-ai-for-just-10-minutes-erodes-your-ability-to-persist-at-hard-things>Conditional Residual Prediction: Improving Autoregressive Video Diffusion without a Bidirectional Teacherhttps://arxiv.org/abs/2610.11479>It's Always 10:10: Reference Images Break a Bias That Prompts Only Denthttps://arxiv.org/abs/2610.11320>VisualErase: Dual-Branch Visual Trajectory Redirection for Robust Concept Erasure in Text-to-Image Diffusion Modelshttps://qianlong0502.github.io/VisualErase-Homepage>SpaceFlow: Locally Controllable 3D Generationhttps://arxiv.org/abs/2610.12399>SpectralCache: Accelerating Diffusion-Based World Models via Spectral Feature Cachinghttps://arxiv.org/abs/2610.02660>Streaming-Aware Diffusion for Real-Time Video Super-Resolution via Cross-Step Attentionhttps://arxiv.org/abs/2610.11746>From Prompting to Composing: A Spatial Canvas Interface for Poster Generationhttps://snowflakewang.github.io/Compo-Page>Expression-Diverse References for Identity-Preserving Video Generationhttps://arxiv.org/abs/2610.11023>Relative Patch Response Learning for Generalizable AI-Generated Image Detectionhttps://arxiv.org/abs/2610.11876>Few-Step Generation via Data-Space Iterationhttps://arxiv.org/abs/2610.12102>SemCam: Semantic Camera Motion Control for Video Generationhttps://arxiv.org/abs/2610.05141>Enhancing Long-Video VLM Embeddings with Query-Aware Streaming Latent Reasoninghttps://arxiv.org/abs/2610.04864>CtrlCache: Accelerating Interactive Video World Models with Control-Aware Cachinghttps://wrecklong.github.io/CtrlCache>ScribbleEdit: A Benchmark for Scribble-Only Image Editinghttps://arxiv.org/abs/2610.09382>AnyBottle: A Recipe to Only Keep the Concepts You Really Needhttps://arxiv.org/abs/2610.08552>Velocity Scaling in Flow Matchinghttps://arxiv.org/abs/2610.10823
>>110035487spam aside, schizo baker has a very low bar for quality unsurprisingly
>>110035533I am trying to make a girl kiss a man from the man pov.I manage to trick the model by positioning the female's nose on the screen...
Sleep well anons
bonus pic
>>110035571the way i make faces get close to the perspective is by prompting "her face gets very close to the perspective, partially darkening the frame"
>>110035468>Maintain Thread Qualityhttps://rentry.org/debohttps://rentry.org/animanonTextFusion v2 came out for Krea de-safety-ing the other day. Subjectively it feels like I might be getting CG humans more often, but it also removes the guy's pants more often, so maybe it is improving.
>>110035530>>110035537Thanks bro
>>110035530>>110035537Nigger dick status? ;]
>>110035607yes something like that.I am trying "head mounted camera footage, wide fisheye lens".
>>110035635saaar you wil receive the ban saaar
>>110035641four in my butt
>>110035647man, i used to have tests which were related to that kind of stuff, but i didn't save them. i will modify one of my prompts to include that "partially darkens the frame" thing to show you how it looks
Anonymouses please kindly share your top notch qwen 2.1 tips&tricks thank you
What was the Connelly lora link in nuked thread
sooo with the giant warner bros leak how much longer until people start using it in their datasets
depends - is judy hopps included in it?
ah hell naw what unc doing to the dawgs, bruh
i've only been using LLMs for nowhow do i use my GPU/RAM for anime coomsasking for a friend
>>110036008comfyuiIllustrious / NoobAI / Anima
>>110036047>>>/co/155837953
this kino is dangerously based
cozy breas
>>110036047Stop burning phone's IP you moron, you're not alone.What a fucking annoying cunt. Go be a dickhead somewhere else.
>>110036345
an upscale
ive been using krea2, after only ever using novelai, and still cant figure out how to inpaint to fix small areas. can i do that in krea2 or do I need a completely different thing? using comfyui desktop. I have anima installed as well but so far like krea 2 more even if sometimes I wish I could just booru tag my image to work.And is it worth it to make a character lora? I feel like each image I gen even with the same very long description is slightly off, and note sure how to get the same consistency I see others getting.
>>110036896Qwen2.1 can use reference images as input, no lora needed. Just saying.
>>110036918how consistent is it? and is it good for hentai or will I need qwen loras and text refusal nodes like krea.
>>110036955Idk about hentai but it works well for realistic versions of cartoon characters
>>110036970so you load it as a ref image like you would in h3 or similar text prompt the pose etc and it pops out something similar? is that the base template on comfy or do I need the specific one off civ or hugging?
schizophrenia status? :]
>>110036726>>110036960>>110037046What is this garbage?
>>110036977yes, like h3https://github.com/Comfy-Org/workflow_templates/blob/main/templates/image_qwen_image_2_1_image_edit.json
>>110037139does this use any custom nodes I have to hunt for or is it all there in the workflow?
tell me about longcat avatar 1.5. how much vram for that?
>>110036896you can use booru style captions for making character loras for krea2. It's 100% worth the effort in making character loras for krea 2 when you actually put the effort into making it. Avoid rushing the captioning and training process. you can check my civitai page if your curious about krea2 loras. https://civitai.red/user/obinna7713/models
>>110037313worked for me after updating comfy
>>110037397how strong a machine do i need? never made a lora but looking into it I might need something with more ram (16/32 on my machine)
>>110037454best to have 24-32gb of vram and 48-64gb of ram. There are settings for 16gb vram/32gb of ram builds for krea2 lora training but I'm not familiar with those. My 5090/128gb ram build is an overkill future proof investment. I always aim for 1024 res training, enable caching latents to disk and change the quantization format to qint8 for the transformer model and text encoder. The vram consumption is usually around 20.8-21.6gb throughout the training. You can always use runpod and rent a gpu. The ai toolkit setup on runpod is very simple.
thanks to your guys on here, I use ollama qwen 14B with my 6900xt and I like it. i know this is laughable to most of you but I use it for troubleshooting and it's sufficient, for now. my question is, van I use that huggingface qwen 2.1 7B with my GPU?
>>110037567fml, on my setup i can only get ~30s/it when training a krea 2 lora. 1MP and int8 @ 16 vram + 32 ram.
Comfyui replacement when?
>>110038280in the works. people are tired of python bloat. with ai coding as good as it is now there really is no reason to poothon trash
>>110037035>>110038224
lodestones/Kromaverdict?
>>110038302first post is absolutely true. can you disprove it?
>>110038323>first post is absolutely true.can you prove it?
35
Is it post your IQ day?
37*
>>110038319Very ok
Anyone has any idea what settings I set up wrong to get this result when generating an image?
>>110038457wrong vae
>>110038481Thanks, worked wonder! Gemini was retarded and wouldn't figure out the issue.
>>110038492why is this bitch so ugly
>>110038503No clue, I just used the base prompt to test to see if the AI worked. It's slow (my gpu is old now), but it works. Probably next I need to figure out if there's a way to make ComfyAI to do it slower while making the GPU work less hard since it's old now.
>>110038492surprising how flash/svg that looks considering that wasn't specified
>>110038492comfy really is a blessing
>>110038492are comfyui outputs getting worse or something? this looks like shit
>>110038590skill issue
>>110038609I thought the whole point of diffusion was to eliminate the skill for making good looking pictures? Did comfy not get the memo?
>>110038590>>110038621That's just base anima, a really small and outdated model nobody really uses except for a few new's and jeets. Has nothing with the backend to do
>>110038590told you long ago cumfart is regressing
>>110038626What do oldfags use?
>>110038635We started drawing and abandoned ai. That and H3
A good craftsman never blames his tools
>he still suffers from comfies latent washbacksskill issue
>>110038648a good tool works ootb without needing to do a humiliation ritual
>>110038554are you the guy who wanted the "moku" style? the timing is right. i hope you're able to achieve what you're after :)
>>110038669>a good tool works ootb without needing to do a humiliation ritualTry Cialis®
>>110038694I accept your concession
>>110038691If you mean that old cunny artist, then yes. I'm still testing around though.>>110038626I used anima because I want to make nsfw anime loli pictures too.
crazy things are happening at the kinoplexatorium
>>110038764>If you mean that old cunny artist, then yes. I'm still testing around though.i mean the one who asked me to make something in the lmg thread
>>110038763fuck off catjack you lost
>>110038803she really didn'tshe managed to chase out everyone interested in the tech with her endless retardbrain drama
>>110038791Yeh that's me then. Honestly didn't even know there were 2 threads for images and text.
>>110038827there's several regular ai-related thread on /g/ now.just so you're aware, since the issue you had suggests you might know, when i said in the other thread that the "workspace" is "in" the picture i posted, i mean you can drag+drop the png file into your comfyui browser tab and it will show the exact setup i used to generate it. normally this extra information is stripped away by 4chan, which is why some people will ask for catbox links, what they mean in threads like these is that they want the embedded workflow data so they know how someone made an image specifically
>>110038873>might knowmight not* know
>>110038873workflow, not workspace. i'm getting too drunk to post, don't mind meyou get the point, if you drag the file you downloaded from catbox into comfyui you'll get literally exactly what i used to make it. i.e. the first generation (before it randomises the seed again) will be the one i posted.
I'm glad we have finally matured as a general and put that embarrassing rentry nonsense behind us. Now we just need to add AniStudio back to the OP where it belongs like /adt/.
keep crying, schizo
>>110039005lololololol :D
>>110035474show me the rules that state you can't create a thread early. Since this seems to be some tism thing you mental obsess over. show me the rules. not shit post, not sperg out, not melty seethe for 5 hours. do not accuse me of being some boogeyman in your head or some troll and show me the outright 4chan rules that state you can't make threads early.
>>110039065NARF!
>>110039005everything was fine when it was in the op btw, was before catjak came back from prison and started seething
holy melti
>>110039078Now that's what i call a reference
>>110039162what is the reference?
>>11003906810. No spamming or flooding of any kind. No intentionally evading spam or post filters.
woke up from a month long coma, do we finally have a good krea workflow?
>>110039065ani is so nice and cute when he postsi just feel sad that the schizo targeted him and tried to discredit him and his worksit sucks but envy is a powerful motivation i guessmiserable people here
>>110039172i guess i can't be sure if this is what he meant, but it's something pinky says in Pinky and the Brain, first aired in 1995
>>110037454>16/32 on my machinenot possible
good afternon anons
>>110039198very sloppy
>>110039298very slopey
idk I feel like I'm dropping out of that hobby, I upgraded 3 years ago and it was fun but now I have to undergo elaborate humiliation rituals to run the current models and can't train shit(which was the cool part of it all) and I'm not gonna rent a GPU which defeats the entire point of local or shell out 10k just to gen cool images while I can run all games on full, and I guess I'm not the only one, I'm pretty sure the number of people doing local stuff is shrinking not growing
>>110039355Yeah maybe you should leave then demoralization-anon
>>110039355>shrinking not growingTry Cialis.
>>110039355>shell out 10k just to gen cool imagesA 16GB card is plenty, nobody has to spend 10k to gen cool images.
>>110039369It's not demoralization, new models only get harder to run while GPUs aren't scaling alongside, death of local is the logical and inevitable end result>but my 5090 can run ityeah enjoy your local community of 3 people
>>110039389No anon, local is perfectly fine, you can run some obsolete model with int8 precision and turbo loras and it only takes 80 seconds for a 1024x1024 picture!
>>110039355Just take a break, I took severalBut yeah in any case, even if hardware was cheap and abundant, people would still drop out of this because it becomes kinda boring. Most people who are left just use it for masturbation, it was pretty different vibe back when it all started with SD1. It felt like real exploration. The threads were amazing also
>>110038873Thanks, I didn't know indeed. I'll have a look at that!
>>110039404The problem is that no one actually cares about local and thus no one develops models tailored for it, all "local" models are just ads for API and thus all come with their own problems, are too big, etc and thus forgotten after novelty wears off and the cycle repeats. XL was a freak accident and I'm pretty sure developers are making a conscious effort to make sure that never happens again.
>>110039467>XL was a freak accidentThe model itself was fucking garbage though. It was shat on by everyone at the start. It got so popular only because it was small enough to run and train on for reasonable money but big enough to be better than SD 1.x which was just really rough and small.
>>110039179>reads it a few timeshmm, yes now that is about spam and has zero to do with someone making a thread early. I said show me the rules about making threads early and youre going and showing me a rule about spam. making a thread early is not spamming, flooding, nor evading spam nor filters. in fact making a thread early has nothing to do with those things. you're doing that thing you do where you're thinking of the trolls and yourselves and going oh well i'll use those examples and.....stil no rules shown about making threads early anon. 2/10 you wasted time posting the wrong rules.
>>110039484>it was small enough to run and train on for reasonable moneyand that's exactly what developers are trying to avoid after XL happened never again
>flooding the catalog is not floodingalrighty then. guess those threads were just deleted cause the mods were bored
kill ani
>>110035647sorry for the wait, i was developing new technology for the kinoplexatorium
>>110039534now that's just rude, who's going to pay for cleaning
>>110039534rude
>>110039534you ok anon?
>>110039548the same guy that cleaned up hundreds of other bodies
>>110039583you are the notorious 4chan twitter warned me about
>>110039583
Is the nightmare finally over? Are we back?
>>110039534hows life over at >>>/lgbt/ ?
>>110039601This gif always gives me boner for some reason
>>110039619it was really disappointing to learn that she's just some journo
>>110039602yes, this is a cozy bake.
>>110039625it's the choke-able neck and facial abuse
>>110039602Her fingers look like dicks.
>>110039640hot
>>110039534
>>110039640you probably spend too much time looking at dicks. now everything looks like a dick to you.
its so nice to have peace herefinally
