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Discussion and Development of Local Image, Video, and Music Models

Previous: >>109185426

https://rentry.org/ldg-lazy-getting-started-guide

>UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI
SDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineage
Wan2GP: https://github.com/deepbeepmeep/Wan2GP

>Checkpoints, LoRAs, & Upscalers
https://huggingface.co/models
https://civitai.com
https://civitaiarchive.com/
https://openmodeldb.info

>Tuning
https://github.com/spacepxl/demystifying-sd-finetuning
https://github.com/ostris/ai-toolkit
https://github.com/Nerogar/OneTrainer
https://github.com/tdrussell/diffusion-pipe
https://github.com/kohya-ss/sd-scripts
https://github.com/kohya-ss/musubi-tuner

>Krea 2
https://huggingface.co/krea/Krea-2-Raw
https://huggingface.co/krea/Krea-2-Turbo

>Z
https://huggingface.co/Tongyi-MAI/Z-Image

>Anima
https://huggingface.co/circlestone-labs/Anima
https://tagexplorer.github.io/
https://animadex.net

>Qwen
https://huggingface.co/collections/Qwen/qwen-image

>Klein
https://huggingface.co/collections/black-forest-labs/flux2

>LTX-2.3
https://huggingface.co/collections/Lightricks/ltx-23

>Wan
https://github.com/Wan-Video/Wan2.2

>Chroma
https://huggingface.co/lodestones/Chroma1-Base
https://rentry.org/mvu52t46

>Misc
Local Model Meta: https://rentry.org/localmodelsmeta
Share Metadata: https://catbox.moe | https://litterbox.catbox.moe/
Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusion
Archive: https://rentry.org/sdg-link
Collage: 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 Quality
https://rentry.org/debo
https://rentry.org/animanon
>>
>>109188075
>>Maintain Thread Quality
why are these still here
>>
>>109188091
to maintain thread quality, what a dumb question "anon"
>>
File: 3.png (2.88 MB, 1344x1728)
2.88 MB PNG
>>
>>109188102
well...has there been an issue with the thread quality for a while?
>>
>>109188103
Claude is so damn useful I'm thinking about upgrading to the pro plan.
>>
claude sucks fucking dogshit
>>
>>109188108
you're proving my point, there's no issue with the thread quality because the links are here, you remove the links, the schizos come back to shit up this place
>>
>>109188117
that makes zero sense but ok
>>
>>109188116
way faster/better than asking /g/ for questions.
>>
>>109188121
>that makes zero sense
that's because your IQ is too low to get it I guess
>>
>>109188091
I think its mainly because the guy is openly black and thats enough to fracture the egos of 4channers into tiny pieces, lmao.
>>
>>109188075
>>109188088
It may be that krea could do better with more early steps, idk. it's sort of like body horror behind a newspaper. Like liquid bones.
>>
File: ComfyUI_00051_.jpg (1006 KB, 1688x2192)
1006 KB JPG
>>109188115
Krea 2 raw with cfg set to 1 and the turbo lora at 0.6 strength seems to produce better results than the turbo model with minimal speed difference
>>
File: Ideogram__00706_.jpg (2.49 MB, 2160x3840)
2.49 MB JPG
>>
File: 1762603164136134.png (1.11 MB, 1184x888)
1.11 MB PNG
claude is good but the company is a bunch of sóy guzzling reddit jews who hate their customers
>>
>>109188134
krea is just bad loras. It doesn't know what a person looks like.
>>
>>109188112
Why use Claude when you can just use Gemma 4 12B locally?
>>
>>109188112
>>109188112
Yeah, I want a corpo AI in my explroer, yes, please! Let it browse and explore my folders. Please, Mr. Claude, feel free to browse and inspect my loli folder!!
>>
>>109188140
Gemma is actually shit
>>
Gemma is better than claude simply off the basis that if I say "sex" or "cum" Gemma-chan won't start lecturing me about guidelines.
>>
>>109188148
retarded take
>>
>>109188158
Hey

Fuck you
>>
>>109188158
Shit meant for >>109188102
>>
>>109188154
Claude is for productivity. Why would you be prompting it degenerate sex terms?
>>
>>109188154
Last GLM on OpenRouter is already complete trash and it's a very heavy model. A 12B mosel running locally must be actual shit.
>>
>>109188162
Well I get horny at work sometimes and I need to goon sooooo
>>
>>109188112
>>109188116
>>109188137
>>109188154
>>109188162
>>109188167
Local diffusion?
>>
File: 1778254155833356.png (342 KB, 1053x604)
342 KB PNG
>>109188162
It fucking sucks ass for productivity too dweeb-kun

the code sucks as of Opus 4.5 - everything after has been absolutely fucked through miles and miles of system prompts made to ensure anthropics shitty fucking business model.

nerfed outputs, outputs that make no sense, outputs that are in response because the model thinks you are distilling it.

Clude fuckin sucks, end-a-story!
>>
>>109188170
so do you go like "gen me an ascii pussy" or what
>>
>>109187157
>>109186814
int8 convrov might be breaking Krea Turbo gens a bit more than anticipated
>>
File: 468813373018070.png (2.14 MB, 1728x1024)
2.14 MB PNG
>>
>mfw Resource news

07/02/2026

>PAPA: Online Personalized Active Preference Alignment
https://github.com/NasikNafi/papa

>Condensing Large-Scale Datasets Directly with Minimal Information Loss
https://github.com/LINs-lab/CIM

>VisReason: A Large-Scale Dataset for Visual Chain-of-Thought Reasoning
https://y-research-sbu.github.io/VisReason

>Asset Generator for 2D & 3D: Blender add-on that generates assets from text prompts
https://github.com/tin2tin/Asset_Generator-2D-3D

>ComfyUI-TrixLoader: All-in-One Image Loader, Editor, and Resizer node for ComfyUI
https://github.com/trx7111/ComfyUI-TrixLoader

07/01/2026

>Elastic Diffusion Transformer: Accelerating SOTA generation models
https://github.com/wangjiangshan0725/Elastic-DiT

>Boogu-Image-0.1-Edit-Turbo
https://huggingface.co/Boogu/Boogu-Image-0.1-Edit-Turbo

>GEAR: Guided End-to-End AutoRegression for Image Synthesis
https://github.com/Tencent-Hunyuan/GEAR

>SpheRoPE: Zero-Shot Optimization-Free 360 Panorama Generation with Spherical RoPE
https://orhir.github.io/SpheRoPE

>ADAPT: Attention Dynamics Alignment with Preference Tuning for Faithful MLLMs
https://github.com/yao-ustc/ADAPT

>Phase-Aligned RoPE for Mixed-Resolution Diffusion Transformer
https://hao-yu-wu.github.io/mixed_res

>Ecocoro Preview 1
https://huggingface.co/alfredplpl/ecocoro-preview-1

>ComfyUI FL-MCP
https://github.com/filliptm/ComfyUI_FL-MCP

>Magnificent 7 value shrinks by $2.3 trillion amid AI spending jitters
https://www.cnbc.com/2026/06/30/magnificent-7-stocks-sell-off-investors-grow-jittery-on-ai-spending.html

>ShutterMuse: Capture-Time Photography Guidance with MLLMs
https://lijayutnt.github.io/ShutterMuse

>ASASR — Coloring the Noise: Adversarial Sobolev Alignment for Faithful Image Super-Resolution
https://huggingface.co/wafer-bob/ASASR

>Qwen3.6-27B NVFP4: Quantized version of Alibaba's Qwen3.6-27B model
https://huggingface.co/nvidia/Qwen3.6-27B-NVFP4

>Horus Lens 1.0
https://huggingface.co/tokenaii/Horus-Lens-1.0
>>
>>109188179
you couldn't handle my gens
>>
>>109188180
real its why i dont even use nvfp4 and stick to bf16 because the former has always brought lora troubles and id totally expect the same from this new int8 meme format
>>
>>109188185
>mental illness haircut

that is unfortunate.........
>>
>>109188185
Usecase for the male in the picture?
>>
>mfw Research news

07/02/2026

>Training-Free Debiasing of Diffusion Models via CLIP-Guided Denoising Optimization
https://arxiv.org/abs/2607.00817

>AVSR-Diff: Scale-Agnostic Diffusion Priors for Temporally Consistent Arbitrary-Scale Video Super-Resolution
https://kaist-viclab.github.io/AVSR-Diff

>EquiSteer: Cross-Attention Steering Towards a Fairer Text-Guided Image Generation
https://arxiv.org/abs/2607.01147

>Towards Memory-Efficient Autoregressive Video Generation via Instance-Specific Parametric Absorption
https://arxiv.org/abs/2607.00712

>DriftScope: Measuring The Hidden Effects of Diffusion Model Adaptation
https://arxiv.org/abs/2607.00183

>Vitality-Aware Compression for Efficient Image-to-Shape Diffusion Transformers
https://arxiv.org/abs/2607.00382

>Decoupled Guidance: Disentangling Subject and Context Pathways in Text-to-Image Personalization
https://arxiv.org/abs/2607.00766

>Post-Training Pruning for Diffusion Transformers
https://arxiv.org/abs/2607.00927

>The Illusion of High Utility in Safety Alignment of Text-to-Image Diffusion Models
https://adeelyousaf.github.io/SAGE_ECCV26_Project_Page

>Not All Prediction Targets Keep Training-Free Diffusion Guidance on the Manifold
https://github.com/ManLuML/on-manifold-tfg

>MEPA: Multi-Scale Representation Alignment for Visual Autoregressive Modeling with Mixture of Experts
https://arxiv.org/abs/2607.00371

>Flow-Map GRPO: Reinforcement Learning for Few-Step Flow-Map Generators via Anchored Stochastic Composition
https://arxiv.org/abs/2607.00535

>M2Note: Continual Evolution of Vision Language Models via Mistake Notebook Learning
https://arxiv.org/abs/2607.00685

>MoHallBench: A Benchmark for Motion Hallucination in Video Large Language Models
https://arxiv.org/abs/2607.01117

>Selective Test-Time Debiasing for CLIP via Reward Gating
https://arxiv.org/abs/2607.00423

>LeVLJEPA: End-to-End Vision-Language Pretraining Without Negatives
https://arxiv.org/abs/2607.00784
>>
>>109188191
that haircut is sexy and if you don't like it...you're gay
>>
>>109188194
none i can see
>>
>>109188042
You're wrong, and here's why.

>we
Should be capitalized.
>,
Should be a semicolon.
>country bashing
Should be hyphenated.
>ffs
This expression of frustration at such an early point in the post gives the impression of impotent inarticulacy; this is deleterious to the post's rhetorical effectiveness.
>i
Should be capitalized.
>how good their english
English should be capitalized. "Fluent" should be chosen over "good", and of course you must append the word "is" to make this grammatically correct.
>they as nice people
Are*.
>right
As an interjection, this smells of a lower-class upbringing.
>i'm
Should be capitalized.
>british
Should be capitalized, and British is not a country identity, it is a weak national identity typically associated with recent immigrants and "Multicultural Britain" ideologues; although a handful reactionaries who fondly remember the Empire will also self-identify as British.

I would continue but I fear it would be cruel to go any further, as I suspect reading is laborious for you.
>>
File: autism.gif (974 KB, 640x358)
974 KB GIF
>>109188204
holy unemployment
>>
>>109188204
absolutely fucking creampied that dudes mum with that post lowk
>>
>>109188204
go touch grass
>>
>>109188204
>>109188212
>samefag
that's exactly why we need IDs, this faggotery needs to stop
>>
>>109188134
Catbox for that gen?
>>
>>109188216
cope
>>
Feet are nice and all, but not nice enough to have pics like those, wtf are yall doing
>>
File: 543905688491775.png (2.84 MB, 2048x1152)
2.84 MB PNG
>>
>>109188216
>samefag
See the attached image.
>that's
Should be capitalized.
>,
Should be a colon.
>faggotery
Should be spelled "faggotry"; I will excuse your choice of a vague and vulgar catch-all (rather than a word exactly suited to the purpose) on the grounds that "faggotry" echoes the "fag" in the "samefag" accusation.
>needs to stop
Needs a stop, as it happens. Or you may know this piece of punctuation as a "period".
>>
>>109188140
this ffs this local man come home. gemma 4 is very good actually trained on Gemini. its purpose? to assist you and its good enough for almost any problems you might have and if you code something to give it to web search even better. It can vibe code solutions for giving it self web access and well you got a really powerful llm for free. it can do images, well there a few variants of gemma 4 that do certain task's better so people should check that out. I don't bother as googles search ai is usually all you need for most things. Claude if for coding but its expensive I hear, gemma 4 can do vibe coding but you got to know when to refresh the context window etc. Most people think that a larger context window = better, it actually don't because you get more hallucinations the large that context grows due to the llm reading the entire context window every turn.
>>
>>109188144
>no using a fucking clean no personal shit isolated system when using a powerful llm
>>
>>109188254
>See the attached image.
you mean the photoshopped image?
>>
>>109188254
>>109188204
shieet nigga y u actin a fool mane
u sum kinda nazi? jus press da run butten and post dem waifus bruva
>>
>>109188204
>>109188254
new schizo in town?
>>
>>109188275
there's only one schizo in here

and it's likely not me
>>
>>109188134
Muh dick
>>
>>109188281
There's only one schizo in here, and he's responsible for all of the posts I dislike, including many seemingly-innocuous gens which are coded attacks on me personally.
>>
>>109188281
>there's only one schizo in here
>and it's me
indeed
>>
A hero appears
https://civitai.red/models/2749801/rough-stuff?modelVersionId=3093366
>>
there's only one person in this thread, and it's me.
>>
>>109188319
I know. Please stop persecuting me.
>>
Now I see why the rentry is needed
>>
>>109188180
>>109188189
Nvm, seems like the VAE is just too awful to handle group photo generations.
>>
>>109188302
it always seem to generate a dude with black gloves grabbing the woman's head
>>
File: 00177-865535053599.png (2.5 MB, 1080x1920)
2.5 MB PNG
>model knows asuka
perfect, this is the future
>>
File: 747689082989105.png (2.17 MB, 1728x1024)
2.17 MB PNG
>>109188194
>>109188198
I guess that's true.
>>
>>109188374
Why does her upper body turn into a DAZ 3D weg gobbo?
>>
>>109188374
are you trying to get a vacation or
>>
comfyui, ideogram.
does face detailer work for you anons or it errors out?
>>
File: ComfyUI_temp_yfqdu_00012_.png (2.75 MB, 1920x1152)
2.75 MB PNG
>>109188493
newer models dont need face detailer anon, thats a thing from the past
>>
ziimage is but a relic now. rest in pss china, you lost the moment you sold out to api. slant-eyed jews
>>
File: debo_sf_k2_uv_00126.jpg (3.07 MB, 6192x2580)
3.07 MB JPG
>>
>>109188354
yeah its all fucking bullshit i'm seriously considering hiring some GPU and creating dedicated lora's to smite those who will attempt to farm buzz because fuck those people. mutli concept lora's are shit, always was and always will be.
>>
>>109188493
Why do you upscale these to a retardedly high resolution
>>
>>109188553
Meant for >>109188542
>>
File: ComfyUI_temp_yfqdu_00015_.png (2.81 MB, 1920x1152)
2.81 MB PNG
>>
File: debo_sf_k2_uv_00128.jpg (3.57 MB, 6192x2580)
3.57 MB JPG
>>109188553
for my ultrawide giganto monitor that I work on
also for fun
>>
>>109188374
glad you've come around. got a catbox?
>>
File: 246445812433680.png (2.84 MB, 1152x2048)
2.84 MB PNG
>>
>1.6GB LoKr
its ogre
>>
File: ComfyUI_temp_juqtg_00025_.jpg (2.39 MB, 2880x1728)
2.39 MB JPG
>>
im too sick to gen i feel like doo doo :(
>>
File: ComfyUI_temp_yfqdu_00019_.png (2.86 MB, 1920x1152)
2.86 MB PNG
>>
File: ComfyUI_temp_yfqdu_00020_.png (3.13 MB, 1920x1152)
3.13 MB PNG
>>
File: ComfyUI_temp_yfqdu_00022_.png (3.1 MB, 1920x1152)
3.1 MB PNG
>>
>>
>>109188354
since you seem to be the only anon interested if you can find the gay anime lora for krea and also the inne pussy lora it works quite well together for anal at least. the inne pussy lora cancels out putting a dick on the receiving 1girl and the gay lora ensures anal sex always because that is mostly what its trained on and probably blowjob, but that lora is anime so it makes it look like a cartoon.

basically this https://civitai.red/models/2745590/krea-2-nsfw-anime-yaoi-lora?modelVersionId=3088233
and this https://civitai.red/models/2744291/innie-vagina-puffy-labia-majora?modelVersionId=3086654

despite the limitations we have all things point to krea being a really good model for nsfw gens once we have decent lora's for each concept and not just all in one slop loras to farm buzz by stable yogi or some other fucking retard. among all the other trash these creatures upload to civitai such as AI influencers and other trash like 3 tits or face on crotch legs, amputees and all the usual fucking low effort slop that always comes first.
>>
File: ComfyUI_temp_yfqdu_00026_.png (2.03 MB, 1440x1120)
2.03 MB PNG
>>
File: debo_sf_k2_uv_00130.jpg (3.64 MB, 6192x2580)
3.64 MB JPG
>>
File: ComfyUI_temp_juqtg_00026_.jpg (1.55 MB, 2160x1680)
1.55 MB JPG
>>
>>109188712
>>109188712
weird combination but I'll give it a shot later
thx anon
>>
File: 1775641859992256.png (2.96 MB, 1376x2064)
2.96 MB PNG
>>
RAW gens look like absolute doo doo regardless if steps are adjusted or style loras are applied.
>>
>>109188195
Am I misremembering or did something come out to make safetensors more vram efficient? A new type
>>
>>109188354
are you using any filter bypass loras or nodes?
>>
File: 1769298796655942.png (2.81 MB, 1944x1456)
2.81 MB PNG



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