Monkey EditionDiscussion and Development of Local Image, Video, and Music ModelsPrevious: >>109209608https://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.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>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
this is the poo flinging thread
Finally good gens in the collage.
glad i didnt post any kinos last thread, would've been a total waste
Finally, a good fucking thread
>>109214057keeeeek
kreatards on top! emotion slider maxed out!
blessed thread of fuzzy monkes
Actual good model checklist:>Knows every mainstream pop culture characters, celebrities and references without needing loras>Autistically knows every kind of pose and emotion by name without needing loras>Can reproduce any specific well known aesthetic styles for film, painting, illustrations etc authentically, without looking slopped>Knows artists, at very least the mainstream ones>Isn't cucked/can do NSFW concepts>Wasn't pretrained or post-trained on synthetic slop, or if it was it was only a very tiny portion of data>Doesn't need separate Edit and T2I models, the same model can do both>Can do amateur camera stuff without looking slopped
>>109214095You just described Anima
Where good baker?
>>109214103What I was going to say.
>>109214103Too small and tranime-focused
>>109214103>Knows every mainstream pop culture characters, celebrities and references without needing loras>Animawhat
>>109214107probably in jail.
>>10921410335 is not going to like this
krea2 reminds me of dall-e 3 days, where you'd see how far you could push a lewd prompt, get dogged, back off a bit, maybe changing a single word, try again, etc...except now you're wasting your own electricity doing it.
>>109214107he got jannied for accidentally posting his bbc cunny prompt
>>109214107too lazy to make a thread so now you suffer
>>109214125good times letting scripts reroll the same prompt overnight and waking up in the morning to go through hundreds of gens in search of gold
bbc slider set to +4age slider set to -4
this thread sucks
rip cumanon
>>109214126wdym "accidentally", did he post a catbox containing a controversial prompt?
>(adult woman:-1.0)
>>109214160his test wf has a subgraph with some shit in it, but it did look like he was testing things using negpip
>>109214150Debo style
>>109214167>(cute boy:4.0)
>mfw Resource news07/06/2026>SesquiLSR: Arbitrary scale latent upscaler for SDXL, Flux, Flux2, and Wan 2.1/Anima/Qwen Imagehttps://github.com/LoganBooker/SesquiLSR>SeFi-Image-5B-Turbohttps://huggingface.co/realrebelai/SeFi-Image-5B-Turbo/tree/main>krea2-detail-enhancer-edit-lorahttps://huggingface.co/reverentelusarca/krea2-detail-enhancer-edit-lora07/05/2026>Starnodes Model Converterhttps://github.com/Starnodes2024/comfyui-starnodes-modelconverter>Speech Swift: AI speech models for Apple Siliconhttps://github.com/soniqo/speech-swift>LiteUI Studio: Out-of-the-box, standalone local AI audio-visual generation on 6G/8G VRAMhttps://github.com/FJWRnoArina/LiteUI-Studio>FastSDCPU release v1.0.0-beta.510 https://github.com/rupeshs/fastsdcpu/releases/tag/v1.0.0-beta.510>Alibaba, Tencent back Kuaishou's Kling AI in $2.8 billion fundraise https://www.reuters.com/world/china/alibaba-tencent-back-kuaishous-kling-ai-28-billion-fundraise-2026-07-0307/04/2026>Ambit: Local-first desktop manager for AI image libraries https://github.com/AsuraAce/ambit>Orion4D MetaPrompt Custom Nodes for ComfyUIhttps://github.com/orion4d/Orion4D_MetaPrompt>Qwen3.5 INT8 ConvRot Text Encoders for ComfyUI https://huggingface.co/Winnougan/Qwen-3.5-INT8-Convrot-Comfy07/03/2026>Krea-2 Depth ControlNet-LoRA https://huggingface.co/Patil/Krea-2-depth-controlnet>Multi-Resolution Flow Matching: Training-Free Diffusion Acceleration via Staged Samplinghttps://github.com/Xingyu-Zheng/MrFlow>DiffRGD: An Inference-Time Diffusion Guidance Through Riemannian Gradient Descenthttps://diffrgd.github.io>Representation Distribution Matching for One-Step Visual Generationhttps://alan-lanfeng.github.io/rdm>SAB-LVLM: Significance-Aware Binarization for LVLMshttps://github.com/LyuQi127/SAB_LVLM>Style-CCL: Content-Preserving Style Transfer via Curriculum Continual Learninghttps://github.com/witcherofresearch/Qwen-Image-Style-Transferhttps://github.com/Tele-AI/TeleStyle
are you really shocked cumanon has a bbc fetish? ew
>tfw you make your own DevilHS comic but without the porn addictionOne of the greatest gifts of AI is taking the power away from cucklord porn grifters and making kino out of it
Pretty good for a 2B ANIME model.
>>109214190is that alec baldwin?
>>109214202no it's Saul Goodman.
so krea2 won right
yes
it wonned my heart and that's all that matters
>>109214183that clearly wasn't his WF
Krea 2 gods...
>>109211842>>109212623Very nice gens, despite 1girl. Wish ldg had more gens of such quality.
>samefagging
>>109214254I liked em too.
init convrot desu
>>109214181Fuck off debo
is flux1 kontext dev still the best edit model for VRAMlets like me?
>model is censored >models is trained on monkeys>monkeys are always nude>prompt model to use a monkey pussy>it works*unzips banana*
>>109214254>1girl porn addict gen but in big roomdaring today aren't we
>nigbo thinks anons still read his "news"
>>109214273>>109214224>>109214220>>109214217>>109214153>>109214152>>109214150Go back to /hgg/, animals.
>>109214290>no catbox
>>109214296i dofuck off
>109214317>nigbo
>>109214317based alert
>>109214273
>>109214291> despite 1girl
>>109214181thanks!
>/s*g/ anons invade the blessed thread againgrim
>>109214484Krea could never
>>109214497krea can make trannies just fine? what you on bout my lil nigga
>>109214484two left hands?I liked the first one better. the blue girl might be too pretty.
>>109214497>>109214484i honestly cant believe i'm sharing a thread with krea fags
>>109214501>two left handsthe hands look okay to me, one slightly weird raised finger on the girl in blue
is bogu or SeFi any good?
>>109214484
Forget image gen models. We have cool local music gens!https://voca.ro/1jPcMQLaP6wS
>>109214484what the FUCK is he taking a picture of?
>using ideogram in comfyui>have to load qwen3vl 8b as the text encoder>load another llm as a prompt enhancerIsn't there some way I can just use the qwen3vl instance that's already loaded into my VRAM as the LLM here too? A node that takes the output of the CLIP loader as a reference to the model overall and uses all the layers of it to generate some text for me.
>>109214567Which model is that?
>>109214572>This guy gets a boner for Uncle Ruckus.Lmao
>>109214606Stable Audio 3
>>109214588it's text encoder it doesn't work that way.
>>109214588use deepseek. writes the best prompts by far
>>109214484That's really impressive, only Ideogram images can't give me that feeling, the other local models can only produce slop when it comes to realism (yes, even ZiT)
>>109214580ask Nano Banana to generate his POV
>>109214160"Probable cause" to get his computer seized more accurately. Time to microwave that hard drive before the van shows up.This was his exact prompt>This is a candid photograph of an Asian female child around 6 years old with long black brown. The scene takes place in indoors in a bedroom. The girl is fully nude. She is wearing blue eyeshadow and blue lipstick. She is looking at the camera. There is a heart shaped sticker on her cheek. A large thick girthy erect veiny black penis is pressed against the cheek of the girl. The man is an elderly fat nude black man. The man has thick black hairy pubic hair. The man's penis is thick and curved at an angle on her cheek. A small clear translucent substance is at the middle tip of the penis. The man is holding the girl's head close to his penis, squeezing her cheek against it. (adult woman:-1)"
>>109214633It's just taking the output of a subset of the model's layers for text encoding. Pretty sure all the layers are still loaded into memory. It'd be nice if I could use them for prompt enhancement without loading an identical copy (or a similar LLM) into the memory alongside it.Even if it only loads in the layers it needs for the output (which really, I hope it does already) it would be a lesser cost to add the remaining layers on top than add all of the layers again, including the duplicate ones used for text encoding.
>>109214441
>>109214643If I wanted to send it off to an API I could just use the official Ideogram one. It's already set up for this exact task and it's free.I do like DeepSeek though, I just prefer running things locally, and the model weights are already right there on my hard drive and in the VRAM.
>>109214684>I could just use the official Ideogram one. It's already set up for this exact task and it's free.what? there's such a thing? i doubt it writes smut though
>>109214654He could legit get vanned for the "candid photograph" part. If it weren't for that he would have plausible deniability that he was trying to make an anime lolicon illustration or something (which is legal in some countries)
>>109214666I don't know shit but I was wondering the same the other day.
>>109214694Here's some information on it.https://github.com/ideogram-oss/ideogram4/blob/main/docs/prompting.md#magic-prompthttps://developer.ideogram.ai/api-reference/api-reference/magic-prompt-v4Some testing I did on their huggingface space with it did improve the images I requested. It's nice to be able to prompt it in natural language as an option. I have seen some other examples where they get a bit slopped up though.On the smut, I have no idea, but I would guess that it won't do it, as you say. You could with a local LLM though.
>>109214794Hey thats my pfp...
>>109214785i'm using the one on their site right now and at first it looks really impressive, you ask for a scene and it shits out a json prompt bunch of bboxes pretty quickly. it even gave me a topless prompt. however, something with the prompt seems to be fucking up the images for some reason. if it's the bboxes warping the image or something else i dont know.
>>109214813this is the ideal shape of a woman
concepts tend to cluster in latent space right?it would be interesting to see the middle of these clustersone would assume all the monkeys and apes are clustered around each other, but what is the canonical monkey
>>109214813is it writing a JSON for a portrait image but you're genning a square image?
>>109214794fucking in fucking in fucking in heaven
>>109214831:)
>>109214794prompt?
>>109214845https://youtu.be/u5ZUshzhMtc
>>109214845first>"remove all text labels"then>"widen"
>>109214813Lol, that is fucked.I did see in the developer docs say you have to provide the aspect ratio or it won't work. This might be that? I don't know. I haven't used it much beyond very brief initially testing where it seemed to do a good job.
Welcome to the krea 2 haters convention.
>>109214855wow, is that Seedance 2.0 4k?
>>109214877I'm anon and I hate Krea 2.
>>109214862>>109214830yeah there's a menu for aspect ratio, so that's probably it. it set the bboxes for her headphones and glasses way too wide so it warped the entire image. this one turned out fine. the prompter doesnt seem to be too censored.
>>109214884>>109214877Where on the doll did Krea touch you?
>>109214877If you want less hate, make a better model, simple as that.
>>109214893>in json format please
>>109214893Do I have to make a bbox to show where it touched me?
>>109214895Gotta love our diversity here in /ldg/This post right here proves we do have a negro presence in these threads.
>This is a candid photograph of an monkey around monkey years old with long black brown. The scene takes place in indoors in a bedroom. The monkey is fully monkey. She is wearing blue eyeshadow and blue lipstick. She is looking at the camera. There is a heart shaped sticker on her cheek. A large thick girthy monkey veiny black monkey is pressed against the monkey of the monkey. The monkey is an elderly fat monkey black monkey. The monkey has thick black hairy monkey hair. The monkey's monkey is thick and curved at an angle on her monkey. A small clear translucent monkey is at the middle monkey of the monkey. The monkey is holding the monkey's head close to his monkey, squeezing her monkey against it. (adult monkey:-1)
>>109214895zit, zib, anima, and fk4 and fk9, base being best.
>>109214911LMAO
>>109214907Got any problem with that?
>>109214911>The monkey is fully monkey.lol fuck off
>>109214911>fully
>>109214928No I love how entitled negros get when they are given a free thing.
>>109214936that's better
test
>>109214928I have absolutely no problem with, and I'm proud to stand for, in all cases, prison for antiracists.
>>109214952test deez in yo mouth
>>109214911DO NOT ENABLE REALISM ENGINE WITH THIS PROMPT!!!!
guys theres a van outside my house
>>109214981monkey dong.
` >>109214911
krea could never
Helle fellow locals, any news?
>>109215016>any news?nope, nothing ever happens
Porn addiction is a gateway to getting V&ed
>>109215016just monkey business
>>109215026Not having a wife is the gateway to paraphilias.But, we don't have law God accepts, God doesn't accept the USA or any Western country's laws at all, it's not accepted, he doesn't consider it law.The foundation of Christian law is divorce is prohibited - like Jesus taught.Jesus was less strict about a lot of things, for example working on Saturday. But when it came to divorce, Jesus says no.Also, women aren't supposed to be outside of the home, they are to obey their father, and then obey their husband.
Local Diffusion?
^holy fucking cringe
Bring back wife spanking.
>>109215050>The foundation of Christian law is divorce is prohibitedeven if your wife ends up as an insufferable fat bitch? oh man...
Yeah the jews killed jesus so he lost.
>>109215050religicuck
>>109215084Yep. That's why you give your waifu bullshit jobs, gotta keep her skinny.
>>109215091It's funny how guys who are getting screwed by the system are its biggest supporters.
Nah, I'm a buddhist CHAD, none of that bullshit applies to me
>>109215111nice Krea 2 gen
>>109215103yeah, muslims need to wake up and go secular
>>109215111>I'm a buddhist CHADSame
>>109215050TRVTHNVKE
>went back and retrained my kino style lora for 1girls for chroma v48, sdxl, and sd1.5 after being tired of zit, krea2, klein, qwen image versions of the lora>gen kino againany more slightly obscure/old models to train on anyone can suggest?hows boogu image?
Going to see if my based LTX2 workflow can be converted to 2.3
>>109215181>eta 69m 10sFUCKING HF!!!!!
>>109215181what makes it based?
>>109215198pumps out good gens every time without tweaking shit.
it has been 16 hours
>>109215257stop taking viagra you idort
>>109215262i don't need that stuff
>>109215181very nice. it was just a matter of swapping all the files to the 2.3 version and it "just werks".
>>109215308who spilled elmer's glue on the monkey paperweight?
if only you knew how bad things really are
when will they release diffusion models for generating smells?
>>109215342that would separate the man brapfags from the boy brapfags
>>109214046kek monke editiontop notch!
>>109215342i dont want to smell what anon can come up with
>>109215358mmmm
>>109215404>lacks of detailsthat's Krea 2 all right
>still no distilled local seedance 2.0
>>109215411it's ernie ashktually
>still no local DALL-E 3
I feel like krea 2 haters voted for Kamala.
krea looks amazing
>>109215480>447x447kek
>>109215466>inb4 'would'
>>109215483Breaking kayfabe by smiling. Fucking amateurs
>>109215488would if it didn't have teeth
>>109215515There's a pussy version of this gen.
>>109214813
>>109215539this is wide putins girlfriend
>>109215466isnt this that 2+ year old image?
>>109215548I genned this like 2-3 weeks ago max.
>>1092155543 years ago? wow anon, that's old
>>109215555can't argue with those digits.
>>109215539where can i find women like this IRL
>>109215564Guatemala
>>109215564>women>IRLyuck
>>109215480average civit user original character lora promo image
>>109215539how long does it take to gen 1 5s video?
>>109215609how short does it take you mean
>>109215487no lowres racism please
>>109215609this one took 5min.
>>109215621
>>109215621>>109215647krea and ideogram WISHES they could do this
>>109215647>Updateme gusta
>>109215621how can lowres racism be real if our eyes aren't real?
>>109215173sd2, sd3
>>109215628do wan keks really?
>>109215664Kino
>>109215672it's LTX and the bulk of the time is actually loading the model because I don't have enough system RAM. pretty much all my gens take 5min regardless of if they're 5sec, 10sec, 1080p, 48fps 24fps...
>>109215684ok carry on
>>109215025>>109215046Oh ok, I see... and anything to look forward to soonish? any finetunes worth caring about? what about anime models, any news there? did Anima's dev say anything else about improvements or has he gone quiet since releasing the base model?
>>109214911PSSHHHHHHfucking lmao
>>109215712>any finetunes worth caring about?there's that I guesshttps://huggingface.co/fancyfeast/bigasp-3
>
