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Previous /sdg/ thread : >>107419549

>Beginner UI
EasyDiffusion: https://easydiffusion.github.io
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI

>Advanced UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
Forge Classic: https://github.com/Haoming02/sd-webui-forge-classic
reForge: https://github.com/Panchovix/stable-diffusion-webui-reForge
Stability Matrix: https://github.com/LykosAI/StabilityMatrix

>Z-Image Turbo
https://comfyanonymous.github.io/ComfyUI_examples/z_image
https://huggingface.co/Tongyi-MAI/Z-Image-Turbo
https://huggingface.co/jayn7/Z-Image-Turbo-GGUF

>Flux.2 Dev
https://comfyanonymous.github.io/ComfyUI_examples/flux2
https://huggingface.co/black-forest-labs/FLUX.2-dev
https://huggingface.co/city96/FLUX.2-dev-gguf

>Qwen Image & Edit
https://docs.comfy.org/tutorials/image/qwen/qwen-image
https://huggingface.co/Qwen/Qwen-Image
https://huggingface.co/QuantStack/Qwen-Image-GGUF
https://huggingface.co/QuantStack/Qwen-Image-Distill-GGUF
https://huggingface.co/QuantStack/Qwen-Image-Edit-2509-GGUF

>Text & image to video - Wan 2.2
https://docs.comfy.org/tutorials/video/wan/wan2_2
https://huggingface.co/QuantStack/Wan2.2-TI2V-5B-GGUF
https://huggingface.co/QuantStack/Wan2.2-T2V-A14B-GGUF
https://huggingface.co/QuantStack/Wan2.2-I2V-A14B-GGUF

>Chroma
https://comfyanonymous.github.io/ComfyUI_examples/chroma
https://github.com/maybleMyers/chromaforge
https://huggingface.co/lodestones/Chroma1-HD
https://huggingface.co/silveroxides/Chroma-GGUF

>Models, LoRAs & upscaling
https://civitai.com
https://huggingface.co
https://tungsten.run
https://yodayo.com/models
https://www.diffusionarc.com
https://miyukiai.com
https://civitaiarchive.com
https://civitasbay.org
https://www.stablebay.org
https://openmodeldb.info

>Index of guides and other tools
https://rentry.org/sdg-link

>Related boards
>>>/h/hdg
>>>/e/edg
>>>/d/ddg
>>>/b/degen
>>>/vt/vtai
>>>/aco/sdg
>>>/u/udg
>>>/tg/slop
>>>/trash/sdg
>>>/vp/napt
>>>/r/realistic+parody
>>
Anyone figured out a way to get Z-Image to gen small breasts? B cups, A cups, seems impossible to get in any way.
>>
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>mfw Resource news

12/04/2025

>DirectDrag: High-Fidelity, Mask-Free, Prompt-Free Drag-based Image Editing via Readout-Guided Feature Alignment
https://frakw.github.io/DirectDrag

>Training for Identity, Inference for Controllability: A Unified Approach to Tuning-Free Face Personalization
https://github.com/lyuPang/UniID

>CoDA: From Text-to-Image Diffusion Models to Training-Free Dataset Distillation
https://github.com/zzzlt422/CoDA

>Z-Image-De-Turbo: de-distilled z-image by ostris
https://huggingface.co/ostris/Z-Image-De-Turbo

>LanPaint Inpainting adds z-image support
https://github.com/scraed/LanPaint/releases/tag/1.4.5

>ComfyUI-WanVideoWrapper now supports SteadyDancer (someone tell miniani)
https://huggingface.co/Kijai/WanVideo_comfy_fp8_scaled/tree/main/SteadyDancer

>8 bit quantization of Z-Image-Turbo using SDNQ
https://huggingface.co/Disty0/Z-Image-Turbo-SDNQ-int8

>MFLUX Adds Z-Image Turbo Support
https://github.com/filipstrand/mflux#-z-image

>PSA: Pyramid Sparse Attention for Efficient Video Understanding and Generation
http://ziplab.co/PSA

12/03/2025

>Glance: Accelerating Diffusion Models with 1 Sample
https://github.com/zhuobaidong/Glance

>MagicQuillV2: Precise and Interactive Image Editing with Layered Visual Cues
https://magicquill.art/v2

>CAMEO: Correspondence-Attention Alignment for Multi-View Diffusion Models
https://cvlab-kaist.github.io/CAMEO

>OneThinker: All-in-one Reasoning Model for Image and Video
https://github.com/tulerfeng/OneThinker

> FlashVSR - Video and Image Upscaler
https://github.com/ai-anchorite/FlashVSR_plus

>Random Prompt Builder for ComfyUI
https://github.com/btitkin/ComfyUI-RandomPromptBuilder

>Quick Segment for Stable Diffusion WebUI
https://github.com/dmikey/sd-webui-quick-segment

>Local Dream 2.3.0
https://github.com/xororz/local-dream/releases/tag/v2.3.0

>ComfyUI Nodes for Qwen's LLM related models
https://github.com/fblissjr/ComfyUI-QwenImageWanBridge
>>
>mfw Research news

12/04/2025

>CloseUpAvatar: High-Fidelity Animatable Full-Body Avatars with Mixture of Multi-Scale Textures
https://arxiv.org/abs/2512.03593

>PosterCopilot: Toward Layout Reasoning and Controllable Editing for Professional Graphic Design
https://postercopilot.github.io

>LAMP: Language-Assisted Motion Planning for Controllable Video Generation
https://arxiv.org/abs/2512.03619

>Beyond Boundary Frames: Audio-Visual Semantic Guidance for Context-Aware Video Interpolation
https://arxiv.org/abs/2512.03590

>CookAnything: A Framework for Flexible and Consistent Multi-Step Recipe Image Generation
https://arxiv.org/abs/2512.03540

>Rethinking Prompt Design for Inference-time Scaling in Text-to-Visual Generation
https://subin-kim-cv.github.io/PRIS

>NAS-LoRA: Empowering Parameter-Efficient Fine-Tuning for Visual Foundation Models with Searchable Adaptation
https://arxiv.org/abs/2512.03499

>GalaxyDiT: Efficient Video Generation with Guidance Alignment and Adaptive Proxy in Diffusion Transformers
https://arxiv.org/abs/2512.03451

>Fast & Efficient Normalizing Flows and Applications of Image Generative Models
https://arxiv.org/abs/2512.04039

>Highly Efficient Test-Time Scaling for T2I Diffusion Models with Text Embedding Perturbation
https://arxiv.org/abs/2512.03996

>LSRS: Latent Scale Rejection Sampling for Visual Autoregressive Modeling
https://arxiv.org/abs/2512.03796

>Fully Unsupervised Self-debiasing of Text-to-Image Diffusion Models
https://arxiv.org/abs/2512.03749

>ConvRot: Rotation-Based Plug-and-Play 4-bit Quantization for Diffusion Transformers
https://arxiv.org/abs/2512.03673

>PixPerfect: Seamless Latent Diffusion Local Editing with Discriminative Pixel-Space Refinement
https://arxiv.org/abs/2512.03247

>Step-by-step Layered Design Generation
https://arxiv.org/abs/2512.03335

>Efficient Transferable Optimal Transport via Min-Sliced Transport Plans
https://arxiv.org/abs/2511.19741
>>
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>>107436391
zero issue for me.
However, if I ask for a "swastika flag" I get a star of David, lmao.
It's a funny model.
>>
unhinged nigger general
>>
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>>
First for containment general
>>
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>>107437328
OCD
>>
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>>107437350
THEIRF
>>
huehuehue
z-image to chroma upscale
>>
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not sure how "improved" it is on a 1-to-1 but i can increase the "denoise" (not actually using denoise but same concept) to change the input image in chroma from z
>>
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>>107437410
behold
longbow
>>
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>>107437708
She does not look amused.
>>
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>>107437726
the AI is trolling them. goliath templar inspects his 'flail'
>>
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>>107438127
may I request a punk rock penguin with a studded leather jacket?
the faux-hawk made me want a punk rock penguin
>>
>>
https://developer.nvidia.com/cuda-downloads
https://docs.nvidia.com/cuda/cuda-toolkit-release-notes/index.html

UPDATE NOW
>>
https://developer.nvidia.com/blog/nvidia-cuda-13-1-powers-next-gen-gpu-programming-with-nvidia-cuda-tile-and-performance-gains/
>>
Stinker general
>>
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>>107438276
i'll try
>>
>>107438303
Not true, Nvidia will update CUDA toolkit in late December or early January.
It's not like that you will need to use
nvcc anyway.
>>
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>>
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>>107438276
had to switch to illustrious for it
>>
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>>107438563
excellent
eggcellent, in fact
>arctic is punk
>>
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Hello
>>
>>107438621
undercover quokka
>>
>>107438303
No way lol.. Why would I?
>>
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>>
https://www.youtube.com/watch?v=iWKmiTwjjHA
>>
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>>107439131
>wizard
I've got one of those
>>
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>>107439131
this group and video are really cool. I'd def not had pegged them as a contemporary band
>>
>>107439208
https://www.youtube.com/watch?v=RnqYdV2rhuQ
>>
Can you imagine how good Anistudio could have been by now if he did spent the time he spent here as a thread schizo in actually improving the god damn thing?
>>
now with zimage de-turbo -> chroma lel
https://huggingface.co/ostris/Z-Image-De-Turbo
>>
>>107439397
I will never delete Entombed songs.
>>
>>
>>
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>>107439751
does it feel any different?
>>
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>>107439962
well you can use cfg 2 through 3 which i assume means negatives work tho i didnt test. it feels like it's blurrier but it's probably my settings and it "chills out" on the gens a bit, which again may be my settings.
still nsfw-cucked, a bit slower to gen and overall if you arent testing shit or using loras it's not really worth it. the loras for turbo work on it just fine, maybe a bit better since they're not forcing things on the model as much. that's my impression
left is de-turbo at cfg 2.8 steps 20
right is turbo, cfg 1 steps 20
>>
>>107439751
Cool but I'll wait.
We're leaps and bounds ahead of Flux.
>>
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and the "cleaning with chroma and upscale" for both
>>107440201
yah base may be a really good one
(unless they're cucking it as we speak)
>>
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>warhammer
zimg u so cray

>>107440197
ty for the insights, as always

>>107440201
>I'll wait
same, I still have too many things to shove through zit that I have a long runway to wait for the official base

>>107440227
>(unless they're cucking it as we speak)
narrator: they were cucking we as they spoke
>>
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turbo <-- --> de turbo
i kinda like de-turbo's compositions a bit more tho
>>
>>107440277
oh that was both at cfg1 steps 20 lol I forgot to change the cfg
ah well
here's chroma cleaning de-t at cfg 2.8 steps 20
>>
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the mindbenders never wear clothes for some reason
>>
>>
>>
>>
I think i forgot to remove the "cute little" line from the prompt
>>
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>>107440559
nooo dont cull the minions. they need to stay
>>
>>
>>107440596
they can stay, they just cant be cute
>>
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>>107440620
this is cute genocide
Ill be contacting the ICJ about this
>>
>>107440717
das raciss against non-cuteazoids
>>
gn all
>>
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>>107441096
gn
>>
>>107441096
ok
>>
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>>107441186
"ok" started in boston in 1839 when people were making joke abbreviations in newspapers and someone wrote "ok" for "oll korrect" which was a itself funny misspelling of "all correct". then it got really popular because martin van buren had the nickname "old kinderhook" and his presidential campaign used "ok" everywhere. supporters were even called "ok club members". it ended up part of common english language from there, even though the origin is long forgotten
>>
>>107436391
Yes, just prompt for a 13 year old girl. Don't share it around and get banned for CSAM though.
>>
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>>
Anyone have issues using video diffusion with Linux? I usually always get freezes when using workflows that work well on windows.
>>
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behold the assassor
>>
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This Z-image was really easy to get up and running I must say. And it seems well optimized. Has anyone hooked some detail reworker onto it?
>>
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>>
>>107442001
Nice
>>
I miss schizo anon
>>
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>Ask LLM to describe an image
>its 90% black image of a dimly lit room
>"This is a vibrant"
Yeah, AI is for sure coming for your job bro
>>
>>107442196
Just because it isn't a correct answer doesn't mean it isn't a better answer.
>>
>>107442215
Thats definitionally what it means Debo.
>>
>>107442221
Thank you Debo.
>>
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>>
i miss schizo anon
>>
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>>107442468
Nice can

Jumping on the trend.
>>
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>>107436311
D-ART / @18DART5 Z-image Turbo Style LoRA

Civitai: https://civitai.com/models/213206?modelVersionId=2465495

Huggingface: https://huggingface.co/AiAF/D-ART_Z-Image-Turbo
>>
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>>107444696
>>
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>>107444707
>>107444696
>>
>>107444738
Ran...
>>
gm
>>
>>107444887
gm
>>
>>
>>
>gm
>>
>>107445220
The lora broke?
>>
I have a lot of experience with text completion LLM's, but barely any with stable diffusion, please be patient with my stupid questions that have probably been asked 1000 times.

Are there any good models for image to video or text to video that are uncensored for NSFW content? I tried out WAN, got it running and can generate high quality videos, but I can tell its not trained on smut/porn data. Can lora's help it?
>>
>>107445637
what do you mean?
>>
>>
>>107446222
she looked worse that usual in that gen.
>>
>>107446311
>worse that usual
>>
>>107446402
kek - I didn't mean she's ugly, I meant that gen didn't work for her.
>>
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it friday
>>
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>>107446464
yah i'm just trying to get the right "denoise" level when switching to chroma to work without changing the z-image original too much. chroma makes weird changes to the face even at low denoise
>>
>>
gm. i accidently made maya hawke, apparently.
>>
>>107447003
>maya hawke
face not long enough
>>
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>>107447003
gm
>>
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Morning anons,
looks like TensorArt is down so I can't use Z-image for now.
So I guess I'll use classic DALL-E mini lmao
It's throwback Friday
>>107447003
Gm, that's pretty close but not too much, is this Z-image?
>>
>>107447062
yeah wrong eye color too.

>>107447341
yeah. i wasn't trying for her, just popped out.
>>
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>be me
>let's see how zit handles "elderly"
>mfw suddenly floppy octogenarian b-cups
honestly i don't know what i expected
>>
>>107436459
>>Training for Identity, Inference for Controllability: A Unified Approach to Tuning-Free Face Personalization
>https://github.com/lyuPang/UniID
Is this shit worth it or is it a piece of shit like every single other face swapper?
>>
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>>107447524
try it and lets us know
>>
>be me
>take meds as ((( doctor ))) says
>start shitting like a horse
>urinating feels like pissing razorblades
i really gave this shit a chance but holy shit am i tired of the """mild side effects""" and none of that shit solves any issue at all
>>
>>107447562
thank you for your contribution anon. here's a bunnyhag for your trouble
>>
>>107447555
I don't feel like it. I have tried every other face swapper and they have all been a waste of time.
>>
me in the back
>>
>>
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>>107436311
Is there any place where I can run comfyui on the cloud for free?
>>
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>>107447897
Yes
>>
>>
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>>
bizarro man
>>
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>>
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Trying a few gens at 1664x2432 resolution with no upscaling.
>>
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>>107448712
nice
Like a Super Hulk
>>

Doubling the size, looks like it's pushing it a little.
>>
>>107448996
>>107449016
try it with the fork of dype:
https://github.com/ifilipis/ComfyUI-DyPE
now with z support
i havent tried it yet, maybe later because i'm using a branch with chroma support instead
>>
>>107449130
ty, I'll check it out.
Some are fine, others break.
>>
>>107449177
i think the z model is trained up to 1536, if you go higher you need tricks (like dype) or else it's 50/50
>>
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>>
>>
>>
>>
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>>107449016
>top: with makeup
>bottom: without makeup
>>
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HUSH (the reckoning)
https://suno.com/s/Q7myJ0STmGf7JX2J
https://youtu.be/iAQC2EcvMGM
>>
>>
>>
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>>
>>
>>
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>Your current GPU free memory is 1527.64 MB for this diffusion iteration.
>Low GPU VRAM Warning] This number is lower than the safe value of 1536.00 MB.
>[Low GPU VRAM Warning] If you continue, you may cause NVIDIA GPU performance degradation for this diffusion process, and the speed may be extremely slow (about 10x slower).
I think it's time for an upgrade. 8GB isn't cutting it for XL anymore.
>>
>>107450228
XL is so last year. upgrade and start using z or chroma
>>
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>>107449948
me and my gf
(she doesnt know it yet)
>>
>>107450228
Getting a healthy 1.85-2.2 it/s during a standard workload after an entire day of prompting. That's about 2.35 minutes for 8 images on this 3060 Ti.
>>
>>107450361
1.37 it/s at 1024x1024* compared to 768x768x for that benchmark, actually.
>>
>>
>>107450228
1400 tokens for XL? what the fuck? lets see that prompt lmao. ur batch size is probably too high for the dimensions too.
>>
>>
>>
>>
>>107450570
she a freak twerkin all up on dollar store dr hyde lmaoooo
>>
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>>107450500
>Let's see Paul Allen's prompt...
>>
I'm attempting to get SD webui working on intel arc, wish me luck.
>>
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>>107450570
wew lads I do love her in underwear and my word she looks great.
>>
>>107450667
no u
>>107450974
idk man, she looks like she caught something from the dollar store hyde
>>
>>107450836
in awe at the size of this lad. absolute unit.
>>
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oldfag here.
still cant believe what we can create with so little gpu power and a bunch of text.
i remember thinkering in 2022 with a1111's ui.
ai was a mistake.
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>>107451099
>ai was a mistake.
yea
>>
>>107451060
I didn't scrub the metadata from the last such prompt I uploaded to an image sharing website, it's so over for me. People will see the ridiculousness of my schizoprompting and my model names.
>>
>>
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>>107451514
neat

>>107451529
>back to the future 4: the appalachian timeline
>>
>>107451602
nice booba
>>107451529
>aint no one taking away my honda
>>
>>
me and the waifu
>>
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>>107451764
cool mixup of various styles
>>
Hello
>>
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>>107451787
hello
we've made it to another weekend
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>>107451787
howdy
>>
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>>107451831
your weirdo minions are contaminating my gens
>>
me bottom left high af
>>107451970
see? z falls back on them a lot
>>
>>
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Next Thread

>>107452129
>>107452129
>>107452129
>>
>>
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some of these are too insane to post
>>
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>>107452282
catbox the most insane
>>
>>
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>>107452418
this turned up to 11
>>
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