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Discussion and Development of Local Image and Video Models

Previous: >>108844151

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

>UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI
re/Forge/Classic/Neo: https://rentry.org/ldg-lazy-getting-started-guide#reforgeclassicneo
SD.Next: https://github.com/vladmandic/sdnext
Wan2GP: https://github.com/deepbeepmeep/Wan2GP

>Checkpoints, LoRAs, & Upscalers
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

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

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

>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

>Illustrious
https://rentry.org/comfyui_guide_1girl

>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
>>>/r/realistic+parody
>>>/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
>>
File: ComfyUI_00272_.jpg (2.61 MB, 3584x4608)
2.61 MB JPG
>>
>>108851016
the collage is some serious kino
>>
File: we just dont know.jpg (905 KB, 2048x2048)
905 KB JPG
>>
>inb4 n*gbo
>>
>not snubbed
I'm getting good at pandering
>>
Does anyone have the lora making workflow?
>>
>mfw Resource news

05/18/2026

>Lance: Unified Multimodal Modeling by Multi-Task Synergy
https://lance-project.github.io/

>DealMaTe: Multi-Dimensional Material Transfer via Diffusion Transformer
https://github.com/haha-lisa/DealMaTe

>Deep Pre-Alignment for VLMs
https://github.com/THUMAI-Lab/Deep-Pre-Alignment

>Sparse Autoencoders enable Robust and Interpretable Fine-tuning of CLIP models
https://github.com/Fabian-Mor/sae-ft

>VAGS: Velocity Adaptive Guidance Scale for Image Editing and Generation
https://github.com/Harvard-AI-and-Robotics-Lab/Velocity_Adaptive_Guidance_Scale

>Neural Companion: Local desktop AI companion shell
https://github.com/Rakile/NeuralCompanion

05/17/2026

>Comfy-mesh LTX 2.3 support — separate node + separate server GUI
https://github.com/shootthesound/comfyui-mesh#ltx-23--separate-node--separate-server-gui

>Rebels_HiDream-01_Image_Dev_NODES: Run HiDream-01 Image Dev bf16 and GGUF
https://github.com/RealRebelAI/Rebels_HiDream-01_Image_Dev_NODES

05/16/2026

>ComfyUI-Mesh Icarus & Daedalus: Split a diffusion model across two GPUs
https://github.com/shootthesound/comfyui-mesh

>Pixal3D-ComfyUI
https://github.com/Saganaki22/Pixal3D-ComfyUI

>ArXiv to Ban Researchers for a Year if They Submit AI Slop
https://www.404media.co/new-arxiv-rules-ai-generated-papers-ban

05/15/2026

>Causal Forcing++: Scalable Few-Step Autoregressive Diffusion Distillation for Real-Time Interactive Video Generation
https://github.com/thu-ml/Causal-Forcing

>EntityBench: Towards Entity-Consistent Long-Range Multi-Shot Video Generation
https://catherine-r-he.github.io/EntityBench

>ClickRemoval: An Interactive Open-Source Tool for Object Removal in Diffusion Models
https://github.com/zld-make/ClickRemoval

>Warp-as-History: Generalizable Camera-Controlled Video Generation from One Training Video
https://yyfz.github.io/warp-as-history

>RAVEN: Real-time Autoregressive Video Extrapolation with Consistency-model GRPO
https://yanzuo.lu/raven
>>
>mfw Research news

05/18/2026

>DreamSR: Towards Ultra-High-Resolution Image Super-Resolution via a Receptive-Field Enhanced Diffusion Transformer
https://arxiv.org/abs/2605.15682

>ElasticDiT: Efficient Diffusion Transformers via Elastic Architecture and Sparse Attention for High-Resolution Image Generation on Mobile Devices
https://arxiv.org/abs/2605.15684

>Self-Prompting Diffusion Transformer for Open-Vocabulary Scene Text Editing via In-Context Learning
https://hongxiii.github.io/mstedit

>Echo-Forcing: A Scene Memory Framework for Interactive Long Video Generation
https://arxiv.org/abs/2605.16003

>One Pass Is Not Enough: Recursive Latent Refinement for Generative Models
https://arxiv.org/abs/2605.15309

>Flash-GRPO: Efficient Alignment for Video Diffusion via One-Step Policy Optimization
https://arxiv.org/abs/2605.15980

>Evaluating Design Video Generation: Metrics for Compositional Fidelity
https://arxiv.org/abs/2605.16223

>Sound Sparks Motion: Audio and Text Tuning for Video Editing
https://amirhossein-razlighi.github.io/Sound_Sparks_Motion

>Tuning-free Instruction-based Video Editing Via Structural Noise Initialization and Guidance
https://arxiv.org/abs/2605.15533

>Do Less, Achieve More: Do We Need Every-Step Optimization for RL Fine-tuning of Diffusion Models?
https://arxiv.org/abs/2605.15855

>GenShield: Unified Detection and Artifact Correction for AI-Generated Images
https://arxiv.org/abs/2605.16122

>Efficient Image Synthesis with Sphere Latent Encoder
https://arxiv.org/abs/2605.15592

>Neutral-Reference Prompting for Vision-Language Models
https://arxiv.org/abs/2605.15615

>HyperDiT: Hyper-Connected Transformers for High-Fidelity Pixel-Space Diffusion
https://arxiv.org/abs/2605.15741

>Registers Matter for Pixel-Space Diffusion Transformers
https://arxiv.org/abs/2605.16147

>RaPD: Resolution-Agnostic Pixel Diffusion via Semantics-Enriched Implicit Representations
https://arxiv.org/abs/2605.15908
>>
>>108851087
>the lora making workflow?
For comfy? Just use a standalone trainer like diffusion-pipe or if youre a brainlet ostris or onetrainer
>>
is here the right place to ask "gaussian splatting"?
>>
>>108851092
>>108851105
thanks!
>>
>>108851092
> >Lance: Unified Multimodal Modeling by Multi-Task Synergy
> https://lance-project.github.io/
new base for image models
>>
File: ComfyUI_00277_.jpg (2.94 MB, 3584x4608)
2.94 MB JPG
>>
Can AMD 9000 GPUs do video yet?
>>
File: ComfyUI_00278_.jpg (3.33 MB, 3584x4608)
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>>
>>
>>
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>>
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>>108851187
>>108851186
>>108851183
what is thhis style called?
>>
File: ComfyUI_02994_.jpg (1.02 MB, 2048x864)
1.02 MB JPG
>>
File: ComfyUI_02946_.jpg (1.06 MB, 2048x864)
1.06 MB JPG
>>
fuck off you spamming cunt
>>
File: ComfyUI_02928_.jpg (974 KB, 2048x864)
974 KB JPG
>>108851190
I use mix of Yoshitaka Amano and a few other things
>>
File: ComfyUI_02895_.jpg (971 KB, 2048x864)
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>>
File: ComfyUI_02883_.jpg (1.03 MB, 2048x864)
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>>
File: ComfyUI_02783_.jpg (1.05 MB, 2048x864)
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>>
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>>
File: ComfyUI_02759_.jpg (1.04 MB, 2048x864)
1.04 MB JPG
>>
go back to plebbit with your shitty 'watercolors' maybe you will get more epic updoots
>>
File: ComfyUI_02732_.jpg (1.06 MB, 2048x864)
1.06 MB JPG
>>
File: ComfyUI_00280_.jpg (3.3 MB, 3584x4608)
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bye for now
>>
File: ComfyUI_02642_.jpg (1.03 MB, 2048x864)
1.03 MB JPG
>>
File: ComfyUI_02639_.jpg (1.3 MB, 2048x864)
1.3 MB JPG
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1.06 MB JPG
>>
File: ComfyUI_02541_.jpg (1.14 MB, 2048x864)
1.14 MB JPG
>>
>>
File: ComfyUI_02587_.jpg (1.05 MB, 2048x864)
1.05 MB JPG
>>
File: ComfyUI_02729_.jpg (1.06 MB, 2048x864)
1.06 MB JPG
>>
File: ComfyUI_02738_.jpg (958 KB, 2048x864)
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File: ComfyUI_02813_.jpg (1.04 MB, 2048x864)
1.04 MB JPG
>>
total /ldg/ mogging
>>
Is this a raid?
Why did that spamming anon take off his name and his special filename so I have to use image size to filter him now?
>>
>>108851298
its wild how much gets filtered with 2048x864 and 3584x4608
>>
File: ComfyUI_02770_.jpg (754 KB, 2048x864)
754 KB JPG
>>
>1whatever, standing
ROFL
>>
>1whatever, standing
all it takes to humiliate this rotten general
>>
>>108851298
>Why did that spamming anon take off his name and his special filename
because he is rude and has no decency
>>
>>108851312
I have muti character stuff too
not like it will change your mind
>>
>>108851109
Sorry got a game queue as my captcha was about to expire lmao.
I saw a comfy workflow awhile back that could take one input image and edit it to a dataset that I could then use for lora training. Sadly I had to reinstall the system so lost all my workflows
>>
File: ComfyUI_02856.jpg (1021 KB, 2048x864)
1021 KB JPG
Thanks for looking at my stuff! More here https://www.reddit.com/r/dndai/comments/1tfmyqa/dnd_adventurers_party/
>>
bro poasted 25 gens in 25 minutes to a slow thread and has no idea why anon might not like it lmao
>>
he impregnated this general
>>
File: ComfyUI_03045_.jpg (1.05 MB, 2048x864)
1.05 MB JPG
>>108851363
I didn't link to that
but thanks for posting?
>>
>>108851376
spammer, filtered.
>>
File: ComfyUI_00402_.png (1.25 MB, 1024x1024)
1.25 MB PNG
I really need help figuring out why the hell does light always shine from the top. And often look as if they were in shadow. I thought it might be related to the score_x , but without it, the images look like ass.
>>
everything you need
https://docs.google.com/spreadsheets/d/1zYJUM-srhgIA7wrj4Pe4QqepAsHIEC00DydoTPv4PWg/edit?gid=0#gid=0
>>
>>108851396
>why the hell does light always shine from the top
you mean the sun?
>>
>>108851396
https://danbooru.donmai.us/wiki_pages/tag_group%3Alighting
>>108851402
>google docs
not clicking that. post a screenshot to entice me
>>
/C*mfyUI/;boards:g;
>>
>>108851402
IP GRABBER, DONT CLICK
>>
>>108851396
Not being ESL helps desu
>>
>n*gbo wakes up
>sprayshit spammer anon also randomly shows up (again)
really makes you think
>>
>>108851411
It works when I want it, but not when I want to remove it.

>>108851406
Yeah. Like being in the sun. Not in shadow under the sun.

>>108851433
True.
>>
>>108851441
Just because you stepped on a huge pile of dogshit doesn't mean you should announce it
>>
>n*gbo
kek grim
>>
File: 1752113888358592.png (472 KB, 1804x1081)
472 KB PNG
behold, my masterpiss
>>
>>108851466
wait a cotton picking minute, where are those lines staring from without a node?
>>
>>108851466
what does it do?
>>
>>108851476
subgraph
>>
>>108851466
Hopefully the results are noticeable better compared to a regular workflow, otherwise is just some schizo crap
>>
File: 1758000678407094.png (728 KB, 2304x1142)
728 KB PNG
>>108851502
>>108851484
it's for reference images using klein 9b. i unpacked the top node. it lets me pick up to four images in the image gallery dynamically, with toggles for rescaling and masking. previously i had to enable and disable individual image nodes based on how many images i was using, but this mess bypasses and uses the correct amount of images automatically.
>>
>>108851547
Using wigs as reference is genius. Is that for training or image edit?
>>
>>108851579
>Using wigs as reference is genius. Is that for training or image edit?
i wouldnt call it editing. i gen normally but use images as references for literally everything. for example, i'll use a lora + "a photograph of the woman in image 1, wearing the outfit from image 2, with the hair from image 3", and then followed by an llm prompt of whatever i want the image to be of. it doesnt have to be wigs and outfits of course.
>>
>>108851602
That works? Any examples how to set that up?
>>
can you influence any frame in wan2.2 or is it only first/last one?
>>
>>108851547
thats neat, I can see it saves you from hassle, thats whats cool about making your own workflows
>>
File: 1774792386720493.jpg (20 KB, 342x327)
20 KB JPG
>>108851642
>Any examples how to set that up?
there's nothing to set up. just take the default editing workflow and give it a standard prompt with an image or three. it's gonna use whatever's in the image you feed it in one way or another. a lora with an image of the person the lora is trained on will give you extremely accurate likeness. there is so much shit you can do with reference images, your imagination is the limit.
>>
>>108851728
Can you post some examples? training character loras in klein sucks ass iirc,
>>
>>108851547
Pretty cool
>>
>>108851728
Editing is pretty fun to use not gonna lie. Shame the image quality of klein9 isn't a little better.
>>
>>108851774
It's very good with the edit lora. I wonder how it's done
>>
>>108851788
What editing lora?
>>
>>108851792
Flux2-Klein-9B-Consistency
>>
>>108851810
Hmm I think I tried that at some point.
>>
File: ComfyUI_00281_.jpg (2.55 MB, 3584x4608)
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File: 1755391796972139.png (1.33 MB, 1344x1344)
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>>108851758
here's a generic 1girl prompt with an ava addams lora, using one reference image. i'd say klein is by far the best local model for characters right now. it does near perfect likeness, near perfect nudes, it even perfectly recreates pierced nipples and weird tattoos without making the skin a garbled mess. and what's great with using reference images is that if you have a specific look, makeup, hairstyle, outfit that character has that you want to recreate, you can just give it the one image you have, without needing to train that specific hairstyle into your lora with several images.
>>
>>108851932
share a workflow/catbox fren
>>
>>108851923
Ooh, tentacles. Don't see those much nowadays. NTR is a cancer.
>>
File: 1749013215791140.png (1.31 MB, 1344x1344)
1.31 MB PNG
>>108851932
i'll put something together. my own workflow is a hellscape of forked custom nodes and spaghetti
>>
>>108851932
>i'd say klein is by far the best local model for characters right now
You dont get strange body proportions?
>>
>>108851967
make her giving birth
>>
>>108851967
>>108851932
Nice gens, nice subject. All models seem to have their strengths and weaknesses.
>>
>>108844556
Prompt?
>>
File: ComfyUI_temp_nradc_00031_.png (1.44 MB, 1024x1024)
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>>108851967
that doesnt look like her laughing tho
>>
>>108851932
Can you gen anything interesting with all that? Because I find klein to be a very limited model, I mean its good for image post-processing and editing but not for image generation
>>
File: ComfyUI_temp_verbl_00036_.png (3.18 MB, 2386x1306)
3.18 MB PNG
>>
File: debo_cs-f_anima1_00008_.png (2.86 MB, 1792x1140)
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>>108852102
why is this trained on HR lady meme anne instead of hot and youthful anne
>>
>>108852096
It was

>score_7. Marker art. Best quality. (retro 1990s manga,:0.7) (@buzzlyears:0.65)

>Solo. 1girl. Mixed media photobash with a cartoon character drawn over a realistic photo backdrop.

>A beautiful youthful anime bikini girl with huge breasts, a tiny waist, and shapely hips, sitting coquettishly on the desk beside the computer. She is overjoyed smiling and eager, looking at viewer and reaching towards viewer. Her speech bubble says "What will we gen today?" She has blue eyes, blonde hair, and a tasteful baby-blue bikini. She is impossibly hourglass-shaped and pretty.

>The full-color photograph backdrop shows a filthy basement gamer desk with empty cans and bottles and piles of trash, an overflowing ashtray, and a general malaise of Russian poverty in 2003. The desk has a keyboard and mouse, a monitor, and an office chair. The CRT computer screen glows brightly against the dismal basement darkness.

No negative. Near-0% hit rate on the girl sitting on the desk correctly, was very frustrating trying to correct this, so I did try adding things to the negatives but nothing helped. I'm sure someone more practiced with booru prompting could do better.

After that I threw it into Klein 9B for a second pass to fix the speech bubble text, with the prompt
>Change the text in the speech bubble to say "What are we genning today~? "
>>
>The year is 2026
>The best model is still basically a half-shitty SDXL finetune or trying to make flux dev actually cooperate (impossible)
Is this really all there is? It's basically still Disco Diffusion.
>>
Does qwen vl 3, abliterated, process entire videos? I can't tell if it is or just describing first frame.
>>
File: 1751156315121216.jpg (2.16 MB, 3584x4608)
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>>
>>108852207
>I'm sure someone more practiced with booru prompting could do better.
yeah, with anima you should rely on danbooru tags first, nlp second. treat natural language more like a regional prompter, telling it where everything is
>>
>>108852253
It does but not very well.
>>
>>108852128
@mint-tan
@kuroume \(aihikarikuroume24\),
@pandrea,
@mazamuno,
@kuroshiro
@yonumo
@toboso yana,
@qmeng,
@smusmuye
@snatti,
@illumi999
@sheya tin
@chyan
@rinotuna
@kan liu \(666k\)
@redum4
@yueko \(jiayue wu\)
@ross tran
@fajyobore
@tracyton
@sleeptight
>>
File: anima_baseV10_00108_.jpg (528 KB, 1344x1728)
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>>
>>108852286
Obviously I would do that if booru tags were easy and natural to prompt in. To the extent that I remember the right tags I try to include them prominently. If it looks like I've woven them in strangely with the NLP that's because I'm cautious about the balance of power between the two prompt types; I don't know what the training dataset looks like, I don't know if it 'switches modes' when your prompt leans too heavily one way. It's hard to describe in words what it is we're doing when we prompt, there's a lot of gut feel that guides it.

Believe me when I say I did a lot of gens with 'sitting on desk' prominent near the top of the prompt; for some reason those all failed. The prompt I posted was a very early attempt which had not gone through many refinements. It just so happens that the early attempt yielded a better result. Maybe that's just luck.

If this is the most actionable advice you have then I can't say I have any better idea now of what to do than I did before I read your post. If you happen to have some particular booru knowledge that would help things, I'm all ears. e.g.,
>nooo you shouldn't use "sitting on desk", that's a school desk, beginner's mistake. You need "sitting on table", more appropriate to this image type. And you can't just say "sitting on table", you also need a "sitting" tag on its own reinforcing this.
>>
>>108852128
@torino_aqua, @rin_yuu, @mignon, @fuzichoco, @momoko_\(momopoco\), @kieed, @ask_\(askzy\), @mento, @quasarcake, @wlop, @remsrar, @diyokama, @dino_\(dinoartforame\), @ciloranko, @reoen, @modare, @liuyunnnn, @konya_karasue, @nixeu, @rella, @rolua, @huke, @yoneyama_mai, @so-bin, @redjuice, @mika_pikazo, @toosaka_asagi, @ningen_mame, @sho_\(sho_lwlw\), @tianliang_duohe_fangdongye, @rhasta, @john_kafka, @kayahara, @banjie, @ilya_kuvshinov, @fizrotart, @rido_\(ridograph\), @oil_painting, @impasto, @illustration, @chen_bin, @atdan, @shuri_\(84k\), @hiten_\(hitenkei\), @zhibuji_loom, @yangsion, @nipi27, @as109
>>
>>108852207
Thanks anon, the mixed realism is neat. amazing what this model can do.
>>
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>>108852322
if you're implying I should use artist tags, this series is already using
@kasoku souchi
@freehoney
>>
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492 KB JPG
>>
>>108852128
>why is this trained on HR lady meme anne
>meme
The question answers itself
>>
>>108852386
No, I'm not implying anything. I'm sharing with you out of camaraderie .
>>
>>108852392
>upside-down teeth
nightmarish
>>
>Sulphur still top of huggingface trending with over a million downloads
I'm honestly surprised this hasn't been nuked yet. I don't use I2V, so maybe I'm out of the loop, but I thought all the I2V nudify, tittydrop, whatever loras got insta removed from HF and Civit, and also edit models designed for similar goonification purposes. Sulphur is that on steroids, why is it allowed to exist? I'm not complaining I'm actually just curious.
>>
File: 1766256565571109.png (1.72 MB, 1344x1344)
1.72 MB PNG
sorry something came up.

>>108851940
here's the workflow, it's pretty much the default one with some minor changes: https://files.catbox.moe/ym37q5.png

>>108852102
i dont think i even have a picture of her laughing so i wouldn't know.

>>108852113
interesting is kinda subjective though. i would be using something else if it could do what i wanted better.

>>108851968
sometimes. it helps using the same aspect ratio as the reference photos.
>>
@seapall, @nixeu is one of the coolest combos I've randomly stumbled upon while wildcarding. Now you can make some very pretty 1girls
>>
>>108852434
What's Sulphur and what does it do?
>>108852437
Thanks
>>
>>108852373
I wonder if you would have had an easier time getting the girl sitting on whatever surface just with the correct perspective and then photobashing with a seperate background gen yourself? Genning photobashes seems weird to me, altho maybe you end up with a more cohesive final image because the model is considering both parts for texture, colour, etc.

Anyway, anima controlnets when? The natural language stuff is nice compared to noob etc but whats the point without fine control?
>>
>>108852434
it's generic so they can't pin point what it does.
>>
>>108852373
the method that works best for me is dumping all the booru tags on top using nlp at the bottom to 'assign' them characters/objects. so something like
>2girls, black hair, pink hair, huge breasts, flat chest, futanari, huge testicles, futa on female, vaginal, doggystyle, sweat, smell, three-quarter view, from behind, messy room, computer screen, desk, dark.
>a pink haired futanari is having sex with a black haired girl. the pink haired girl has huge breasts. the black haired girl is petite and has small breasts. the black haired girl is leaning against a messy desk with a computer screen. it's quite dark in here

not sure if it's because of the small te or what but with anima you really need to spam a character's name, or a identifiable trait if they are an oc, when trying to assign a tag to them. it's not perfect, sometimes you need to reroll but 8 out of 10 times it works.
>>108852457
>anima controlnets when
already out, bucko. try the anytest-like cn for copying poses out of an image or for upscaling. the anima inpaint cn is excellent.
>>
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2.74 MB PNG
>>108852406
oh, thanks anon! cheers
are these some of your favorites?
>>
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>>
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>>
>>108852498
how did ya make this?
>>
>>108852502
Tags + description of the top image + bottom left inset: xyz + bottom right inset: abc

Then touched up the /ldg/ part but messed it up.
>>
>>108852495
is that gianna hendricks?
>>
>>108852519
sounds smart fren, care to share a catbox?
>>
>>108852480
>train lora to make a girl lift up her shirt and show her tits
STOP YOU'RE VIOLATING THE LAW
>fine tune a model to make a girl lift up her shirt and show her tits, and also do a thousand other things
you're good to go, sir

it just doesn't make any fucking sense to me
>>
>>108852457
>whats the point without fine control?
Well I don't actually know what I want. I need a bit of randomness, and for an """intelligence""" beyond my control to fill in the gaps in a plausible way. Otherwise I'd just be drawing everything myself in Photoshop. (Nothing wrong with that.)
>>
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>>108852491
yep @redum4, @kuroshiro and my favourite is pic rel @yueko \(jiayue wu\)
>>
>>108852536
people are strange
>>
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2.16 MB JPG
>>
>>108852582
Use trip so I can filter you
>>
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>>
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>>108852450
Very interesting.
>>
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>>108851932
>klein is by far the best local model for characters right now
i agree. i've been trying to get face variations via wildcards and it's just not working well at all for me. it was so much easier to do this in older, lesser models just using first and last names. what you describe gives me more ideas to try.
>>
>>108852374
>>108852322
I stumbled upon @yuchi \(salmon-1000\) and fell in love with it.
>>
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1.95 MB PNG
>>108852610
nice style
>>
>>108852582
>>108852491
I have some too, made a wildcard last night

@96yottea,
@nishimura kinu,
@murata yuusuke,
@khyle,
@kawakami rokkaku,
@shindol,
@atie1225,
@disgaea,
@harada takehito,
@soejima shigenori,
@murata range,
@yoshida akihiko,
@Mossacannibalis
@ishikei
@maruko tooto
@ryoji \(nomura ryouji\),
@minaba hideo,
@nomura tetsuya,
@diva \(hyxpk\),
@tianliang duohe fangdongye,
@ponsuke \(pon00000\),
@mojarin \(kihara mojarin\),
@mojarin,
@jun \(navigavi\),
@xinzoruo,
@shiwasu no okina,
@shinkawa youji,
@mosha,
@iwasaki minako,
@honjou raita,
@akihito tsukushi,
@sakurakono,
@firedotinc,
@ciloranko
@envenomist \(gengoroumaru\),
@kase daiki
@aoin
>>
>>108852640
>>
Image if anima was a 9b model instead of a brainlet 2b. It could actually get hands right and handle more complex prompts.
>>
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life in plastic, it's fantastic!
>>
>>108852640
This one's cute.
>>
>>108852672
1girl, looking at viewer, posing, lingerie, ass, cleavage
>>
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>>
It's still mental to me how computer can arrange pixels in the way I command it to
Crazy
>>
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2.15 MB PNG
>>
File deleted.
>>108852769
can I get a prompt?
>>
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>>
>>108852815
NSFW REEEEEEEEE
>>
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>>
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>>108852610
Indeed
>>
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411 KB JPG
>>
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1.98 MB PNG
>>
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2.43 MB PNG
>>
>>108852890
impasto lora?
>>
>>108852914
just prompting
>>
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status?
>>
>>108852955
SaaRs?
>>
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>>108851016
request:
>>
>>108852977
genius idea
>>
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1.74 MB JPG
>>
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>>108852977
Do not thank me
>>
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I think I like Nova3dcdxl over anima
>>
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1.9 MB JPG
>>
>>108852648
>>108852374
>>108852322
Error 404: No testosterone found
>>
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2.31 MB PNG
>>108852359
Ooh that's nice.
>>
>1girl1girl1girl1girl1girl1girl1girl1girl1girl1girl1girl1girl1girl1girl1girl1girl1girl1girl1girl1girl1girl1girl
Have sex
>>
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1.57 MB PNG
>>108853019
it's still not bad though
>>
>>108853034
Only with 1girl.
>>
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>>108853034
every artists starts with 1girl, they have literal nude models for learning anatomy at art schools bro
>>
>>108853034
That's 22 girls.
>>
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>>108853034
You can gen something else then girls?
>>
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1.39 MB JPG
>>
i have already imagined sex with your 1gril
hmm... next time add more boob
>>
even if you can why not just add a girl to it and make it more interesting.
>>
>>108853019
XL at that high a res and it still fucks up the details lol
>>
>>108853091
and that's as far as you will get with girls.
>>
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people who only gen/focus on 1girl and its derivates are people who have nothing going on on their life and have limited life experience therefore they have nothing else to gen about, all they consume is porn and social media
>>
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>>108853122
funny coming from a terminally online 4chan gremlin
>>
>>108852207
try 'seated'. anima treats sitting weirdly, like, 'in the act of sitting'.
>>
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The final frontier is furry plebs : p
>>
I can hide samplers in forge but why can't I hide schedulers? wtf
>>
>>108853122
Memes aside I think you can do whatever you want with AI. If it's girls it's your choice, if you want to do fine art it's your choice as well. There's no rules.
>>
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>>
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>>
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just looking back at some glitch art from the early days of WAN. what do we lose in the pursuit of perfection.
>>
I found some more samplers to use with forge and one of them is Eular A2. 2!!!!!!!!! I've been using Euler A since day 1 and now there is a 2!!!!!!
>>
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Currently exploring some artist styles I must say it's quite impressive.
Contrary to models like pony where there was little difference to the output for many artist tags, so far every anima artist tag I've tried gives a unique appearance. Combine two together, yet another style, Swap them around, yet another style, Chuck it in the negative prompt, yet another. With 42 000 artist tags that's infinite possibilities and way more than I could reasonably explore in one lifetime. Pretty neat.
>>
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>>
>>108853234
>>108853248
reminds me of Cheers
>>
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2.7 MB GIF
>>108853250
retvrn to AnimateDiff
>>
>>108853257
Pony obscured most artist tags but those that worked had good pull. Illustrious was great, styles were better than Anima but maybe Anima recognizes more. Hard to say.
>>
>>108853282
Illustrious had a very limited artist pool. Anima has a vast artist pool but sadly they're mostly anime and the Western artists they do have are porn artists (not necessarily the highest quality artists). Luckily you can train it but, it's just never the same as having those base powers to draw from. I wish we could have Artstation in there like SD 1
>>
>>108853332
ye-pop is included in the dataset which has western sfw art. Not sure if the artists are labeled though.
>>
>>108853332
can't you just use loras for artistic style?
>>
>>108853332
Yes we must train 'trending in artstation' lora. Return to kino
>>
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Why can't Anima inpaint?
>>
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>>108853332
> I wish we could have Artstation in there like SD 1

Why? What is exactly is there on Arstation that you can't replicate with newer models?
>>
>>108853368
you can but if you're not lucky enough to find it on Civit, you have to train it yourself and that takes time, and it doesn't always come out right after the first attempt.
>>
>>108852977
Haven't updated in a while and haven't checked out these threads...
Wtf is this abomination, is comfyui like this now?
>>
>>108853389
bro, have you seen artstation?
I mean yeah you can have a lot of your favorite styles in time after a lot of hard work but wouldn't it be nice to have it out of the box?
>>
>>108853402
most of the artists should be covered though, it's not like there's infinite number of piccassos and if you're not doing NSFW then you can use grok or something
>>
>>108853372
its local
>>
>>108853438
Grok is only good for i2i
>>
>>108853372
it can
>>
>>108853427
You still didn't answer my question, and even if you had access to a model trained with artstation you would still struggle
>>
>>108853438
>most of the artists should be covered though
lol, nope, never have been ever since sdxl, not even close,
>you can use grok or something
never have, never will
>>
just make your own base model anon its not hard
>>
>>108853332
>Illustrious had a very limited artist pool.
I completely disagree. I tested hundreds by hand.
>>
speaking of loras, is it ok to chain them together or do I need a lora loader?
>>
>prompting is so hard
>training a lora is so hard
Where did these newfrens come from
>>
I haven't visited /ldg/ in 2 months. What's new in the local space? Any new good potential models, optimizations or break throughs?
>>
>>108853514
>Where did these newfrens come from
yo mommas house
>>
>>108853506
Yes. A loader with multiple slot functions as chaining them. Just note that some LoRa interfere with one another so you may need to adjust strength.
>>
>I haven't visited /ldg/ in 2 months.
i dont believe you
>>
>>108853498
>hundreds
kek
probably on some slopped jeetmix too
>>
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>>108853536
that's for the reply!
>>
>>108853332
This so much. I won't set foot in Anima until Lax or Chenkin make a TRUE ANIME FINETUNE for it.
>>
>>108853466
>You still didn't answer my question, and even if you had access to a model trained with artstation you would still struggle
i disagree completely
>>108853514
it takes time you benchod
>>
>>108853540
Yes, there wasn't much going on when I left outside Anima schizo spam.
>>
>>108853540
You've done him
>>
>>108853550
I understand that Anima is a base model and blah blah blah, but the amount of Western artists and characters they have and how they bleed into the anime dataset is disgusting look at this >>108853549 this is not anime this is cheap smut /aco/ bodies
>>
>>108853557
>there wasn't much going on other than the anime meta completely changing
???
>>
>>108853544
>hundreds isn't a lot
It's not like I tested the thousands it surely has. Are you retarded?
>>
>>108853570
well you have over tens of thousands artist tags to choose from that give you clean anime results
>>
>>108853570
You're replying to a troll
>>
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>>108853570
it looks western because I used greg rutkowski lora for the style lol
>>
>>108853583
not as retarded as you who thinks testing only bundreds of artists means you know how many illust or anima recognize kek
>>
>>108853589
No, it bleeds /aco/ bodies too much it hurts my eyes. Right now, Anima is not a true anime model but a good general purpose illustration model, as Tdrusell shows in his various example images.
>>
>>108853372
https://github.com/lquesada/ComfyUI-Inpaint-CropAndStitch
>>
>>108853607
Being able to prompt thousands of styles isn't a "very limited pool", you autistic retard.
>>
>>108853595
>>108853589
Anima it is not an anime only focused model like Noob or Chenkin, which do not recognize who Catwoman or Homer Simpson are.
>>
>anima is not an anime model
Is this the new FUD?
>>
Waiting for a true Anima anime fine tune, I will not succumb to Anima right now, because it's /aco/.
>>
>>108853625
>1girl, homer simpson
what is wrong with you
>>
>>108853637
>STOP POSTING ANIME IN A NON ANIME THREAD!!
>NOOOO! ANIMA ISNT AN ANIME MODEL ITS MORE ILLUSTRATION!!!
the absolute state of antis
>>
fucking weebs
amirite?
>>
>>108853637
The dataset is currently extremely contaminated with Western artists and characters, diluting the anime dataset catastrophically.
But is a base model, and I respect that.
>>
>>108853619
you only tested hundreds though so how would you know?
>isn't a "very limited pool"
compared to anima yes it is
>>
>>108853649
>ITS MORE ILLUSTRATION!!!
But this is true tho and isn't bad intrinsically. Tdrusell shows in his examples images of how versatile it is, that doesn't mean that Anima now as it is in its base state is an anime model.
>>
>>108853637
Yes. The "catastrophic forgetting" FUD failed as did the "no one will train with that license" so they had to invent something new.
>>
>>108853659
>Illustrious does all the styles I've tried better than Anima
>both can vaguely understand thousands of artists
These are the facts. What are you arguing for? I guess you just didn't know Illustrious knew artist tags and can't handle being wrong.
>>
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>>108853250
Preglet : o
>>
>>108853595
It looks western because half the dataset is /aco/, simple as that. It's a base model, stop pretending it's the ultimate form.
Read the Anima Hugging Face description, he never mentions it's an anime model only, he always talks about illustrations.
>>
despite the numerous, ongoing, relentless attempts at sabotaging this general, it is still the most popular and active thread on /g/.
i'm proud of you anons.
>>
>>108853679
well now youre just shifting the goalposts from your original claim which if you forgot is here >>108853498

just go back to your antiquated slop xl mixes
>>
So whats the next lie anon will tell about anima? It not being a "real anime" model feels pretty weak I think anon can come up with something better.
>>
>>108853701
my favorite fake fud was the "catastrophic forgetting" nonsense, lmao
>>
considering the amount of ponystyle slop being spammed it's probably true
>>
>>108853694
"Very limited" would suggest less than dozens. At this point you're just pretending to be retarded, what a loser.
>>
You really can't escape the tribalism schizos no matter what board, topic, and general you're on huh?
>>
i think we should ban anime from /ldg/
>>
>>108853719
can we ban whiny bitches instead?
>>
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I want to get on something besides sdxl but nothing else seems to do furrys worth a damn or know what a tauren or a yinglet is ; /
>>
>>108853691
its because Anon is more interested in gens and debating models than avatarfagging or becoming "known" on an anonymous 1girl posting website. hes in it for the love of the game.
>>
>>108853725
exactly, that's why we only ban real anime. "illustrations" are still welcome though
>>
>>108853714
no very limited compared to newer models that much is obvious
you seem very upset over your own ignorance desu
>>
>>108853686
>half the dataset is /aco/,
>half
Proof?
>>
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i just updated comfyui and it broke a ton of my nodes that use a gui. it's like they get locked to a certain width. has anyone run into this and know if there's a fix? i've tried rolling back comfy as far as i can, as well as making a completely fresh install.
>>
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3.08 MB PNG
>>
>>108853719
Sorry I spoke with the counsel and they said anime is allowed and also you're a fag.
>>
>>108853764
try updating the custom node itself
>>
>>108853773
au contrair my little friend, it is indeed you, that is the little fag
also anime is banned 100% confirmed that's what /adt/ is for. post anime at your own peril.
>>
>>108853764
>right click - recreate
>or check manager for update
>or freeze frontend to specific version becasue it keeps breaking anyway
>>
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>>108853808
>>
>>108853823
nothing wrong with looking like this.
>>
>>108853808
Nah everyone knows /adt/ started as a troll thread with reposts from here. Concession accepted though.
>>
>>108853833
started? It's still a waste of time I still only post my anime in one thread
>>
>>108853839
>I still only post my anime in one thread
Agreed. /ldg/ is the only ai img thread that matters which is why I post my anime here.
>>
yes, /adt/ is a good thread for posting anime
>>
>>108853731
https://huggingface.co/lodestones/Chroma1-Base
>>
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are game character animu?
>>
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>>
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Wtf did you guys do to this thread
>>
>>108851016
/adt/ anon here from thread #1, I want to say something in this ocean of shitpost:
/adt/ is a great thread, and the few but good anons who post there know a lot about tech and about anime.

This last month and one week that we had no news from Anima, we had two threads that each lasted three days with good quality posts and discussion.

It's a shame that Tdrusell published Anima base here again, which took back all the audience we had, and I honestly say I hope Tdrusell doesn't post here anymore because every time he posts with /adt/ we have to start from zero.
>>
>>108853955
>mental illness
Indeed.
>>
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>>108853764
sed -i 's/els\.container\.style\.width = "100%";/els.container.style.width = (node.size[0] - 20) + "px";/' custom_nodes/ComfyUi-ImageGalleryLoader-mwhclone/js/image_gallery.js

based claude found the issue and fixed it for both nodes.
>>
>>108853955
what artists were used for this one bwo?
>>
>>108853389
Mikubuck!
>>
>>108854066
@seapall, @free style \(yohan1754\), @tomozero, @watanabe yasuaki
>>
>>108854099
nice thank you
>>
>Yes, passing the --disable-api-nodes flag would prevent the crash.
>The segmentation fault occurs specifically during the import and initialization of the Cloud API nodes (like GoogleVeo). If you disable these nodes, ComfyUI will skip the code in veo.py that triggers the conflict with aimdo, allowing the server to finish its initialization.
>>
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>>
>>
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>>
>>
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1car
>>
is ltx2.3 better than wan yet
>>
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1car 1girl
>>
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1.74 MB PNG
>>
>>108854406
box b4 deletion?
>>
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2.44 MB PNG
>>
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>>
>>108854406
Please delete promptly.
>>
>>108851402
Easily the worst links post ever posted
>>
>>108854518
wasn't that bad
>>
>>108854439
what do you prompt to get that effect on the glass in front? where it's close but blurry
>>
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1.13 MB PNG
>>
>>108854709
what do you prompt to get those colors? or is it the artist?
>>
>>108854713
I feel like it's trivially easy to get colors like that in Anima. If I'm not getting enough color with any given prompt I can
1. increase cfg
2. "monochrome"/"sepia" in negatives
3. mention more colors explicitly
4. NLP for 'saturated', 'vibrant' etc.
>>
>>108854666
>@qmeng, @sho_\(sho_lwlw\)
nothing special, its just sunglasses. The other gens with those artists the sunglasses all came out that way (from wildcard)
>>
>>108854713
Not sure desu. No artist, just base anima and quality/neg. I like using the dappled sunlight tag, you get nice contrasts.
>>
>>108854713
>>108854751
>>108854758
>>108854760
thanks
>>
>>108854758
I think he meant the glass in the foreground, not glasses.
>>108854666
You can prompt for it with blurry foreground and/or depth of field.
>>
>>108854766
oh cool, i didn't know there was a blurry foreground tag. i think depth of field would make the girls blurry, no? but that's good to know either way
>>
>>108854771
Well it is a depth of field effect, but the focus is on the girls. If booru tags were perfect, it would be tagged with both "blurry foreground, depth of field" but...
>>
>>
>>108854431
I just used the preview 3 sample workflow with 1.0. Everything default. I'm kinda new to image gen and local models right now. I'd been using AI to code and reason prior to this.

>>108854474
I will go down with the ship.
>>
>>108854793
what artists were used?
>>
So now that anima is canceled, can we delete these threads? local is dead
>>
dip a swiss army knife in dog shit and stab ani in the neck 35 times
>>
>>108854938
With the corkscrew.
>>
cozy breas
>>
File: ComfyUI_25232.png (3.98 MB, 1563x2000)
3.98 MB PNG
>>108851466
>>108851547
I do something similar, but I toss images in LM Studio to edit/generate a prompt instead.
>>
What should I generate?
>>
>>108855052
debo
>>
>>108854431
no nips or vagene rooks good 2 me
>>
File: x_nbl1pw.png (3.21 MB, 2048x1536)
3.21 MB PNG
>>
File: 00073-1814290400.png (1.48 MB, 1560x744)
1.48 MB PNG
>>
>>108855052
1girl, triforce in variants?
>>
When a good prompt idea just comes to you and the very first 1girl out the gate is so fine that you dream about her
>>
>>108855227
Nocturnal Commission.
>>
Fresh

>>108855256
>>108855256
>>108855256
>>108855256

Fresh
>>
>>108851016
MOAR BUSHY BLOODY ARMPITS



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