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

Previous: >>110249319

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
Neural-Pixel (sd.cpp): https://github.com/Luiz-Alcantara/Neural-Pixel

>Checkpoints, LoRAs, & Upscalers
https://huggingface.co/models
https://huggingbay.xyz
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

>MOSS
https://github.com/OpenMOSS/MOSS-Image

>F3K
https://huggingface.co/black-forest-labs/flux-3-image-klein

>Qwen Image 2.1
https://huggingface.co/Qwen/Qwen-Image-2.1

>MiniMax H3
https://huggingface.co/Comfy-Org/MiniMax-H3
https://neta.art/use-cases/en/h3-1000-prompt-list

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

>Krea 2
https://huggingface.co/krea/Krea-2-Raw
https://huggingface.co/krea/Krea-2-Turbo
https://lumenastrum.github.io/clio-style-preview/gallery/

>Misc
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/neo_collage

>Neighbors
>>>/aco/csdg
>>>/b/degen
>>>/gif/vdg
>>>/d/ddg
>>>/e/edg
>>>/h/hdg
>>>/trash/slop
>>>/vt/vtai
>>>/u/udg
>>>/hr/pdg

>Local Text
>>>/g/lmg

>Maintain Thread Quality
https://rentry.org/debo
https://rentry.org/animanon
>>
>mfw Resource news

06/11/2025

>HunyuanCustom inference code and model weights released
https://github.com/Tencent-Hunyuan/HunyuanCustom#-news

>Towards Vision-Language-Garment Models For Web Knowledge Garment Understanding and Generation
https://georgenakayama.github.io/AIpparel

>WanGP 5.4 w/ Hunyuan Video Avatar Support (Runs in 10GB)
https://github.com/deepbeepmeep/Wan2GP#may-28-2025-wangp-v54

>MARBLE: Material Recomposition and Blending in CLIP-Space
https://marblecontrol.github.io

>Do It Yourself: Learning Semantic Correspondence from Pseudo-Labels
https://genintel.github.io/DIY-SC

>Invisible Backdoor Triggers in Image Editing Model via Deep Watermarking
https://github.com/aiiu-lab/BackdoorImageEditing

>ContentV: Efficient Training of Video Generation Models with Limited Compute
https://contentv.github.io

>AliTok: Towards Sequence Modeling Alignment between Tokenizer and Autoregressive Model
https://github.com/ali-vilab/alitok

>MokA: Multimodal Low-Rank Adaptation for MLLMs
https://gewu-lab.github.io/MokA

>FlowDirector: Training-Free Flow Steering for Precise Text-to-Video Editing
https://flowdirector-edit.github.io

>ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development
https://github.com/AIDC-AI/ComfyUI-Copilot

>ComfyUI Blog: Subgraphs Are Coming to ComfyUI
https://blog.comfy.org/p/subgraphs-are-coming-to-comfyui

>Diffusion Domain Teacher: Diffusion Guided Domain Adaptive Object Detector
https://github.com/heboyong/Diffusion-Domain-Teacher

>RAID: A Dataset for Testing the Adversarial Robustness of AI-Generated Image Detectors
https://github.com/pralab/RAID

>Image Editing As Programs with Diffusion Models
https://github.com/YujiaHu1109/IEAP

>Vocabulary-free few-shot learning for Vision-Language Models
https://github.com/MaxZanella/vocabulary-free-FSL

>RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions
http://refedit.vercel.app
>>
>mfw Research news

06/11/2025

>SeedEdit 3.0: Fast and High-Quality Generative Image Editing
https://seed.bytedance.com/tech/seededit

>CIVET: Systematic Evaluation of Understanding in VLMs
https://arxiv.org/abs/2506.05146

>Refer to Anything with Vision-Language Prompts
https://Ref2Any.github.io

>HMAR: Efficient Hierarchical Masked Auto-Regressive Image Generation
https://research.nvidia.com/labs/dir/hmar

>Multi-scale Image Super Resolution with a Single Auto-Regressive Model
https://arxiv.org/abs/2506.04990

>APVR: Hour-Level Long Video Understanding with Adaptive Pivot Visual Information Retrieval
https://arxiv.org/abs/2506.04953

>Robustness as Architecture: Designing IQA Models to Withstand Adversarial Perturbations
https://arxiv.org/abs/2506.04951

>DualX-VSR: Dual Axial Spatial$\times$Temporal Transformer for Real-World Video Super-Resolution without Motion Compensation
https://arxiv.org/abs/2506.04830

>Robust Few-Shot Vision-Language Model Adaptation
https://hannawang09.github.io/projects/srapf

>HoliSafe: Holistic Safety Benchmarking and Modeling with Safety Meta Token for Vision-Language Model
https://youngwanlee.github.io/holisafe

>Gen-n-Val: Agentic Image Data Generation and Validation
https://arxiv.org/abs/2506.04676

>Interpretable Few-Shot Image Classification via Prototypical Concept-Guided Mixture of LoRA Experts
https://arxiv.org/abs/2506.04673

>FPSAttention: Training-Aware FP8 and Sparsity Co-Design for Fast Video Diffusion
https://fps.ziplab.co

>Text-Aware Real-World Image Super-Resolution via Diffusion Model with Joint Segmentation Decoders
https://arxiv.org/abs/2506.04641

>Video World Models with Long-term Spatial Memory
https://spmem.github.io

>Contrastive Flow Matching
https://arxiv.org/abs/2506.05350

>Perceive Anything: Recognize, Explain, Caption, and Segment Anything in Images and Videos
https://Perceive-Anything.github.io
>>
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>>110254964
Ohh, ah... fuck, I'm flattered... but, well I just finished... not that I'm complaining... but, is Ok, is Ok, I will give my best.

Thank y-you for the news... they get me soooooooooooooo hard.
>>
>>110254953
subject should be
>/ldg/ - Local Diffusion General
>>
my gen is not in the collage therefore i will participate in the other thread that is
>>
File: file.png (3.22 MB, 1248x1680)
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i take back what ive said about fizgigs default preset not being able to train a good character lora, turns out it was my broken kromoss merge. (its still not as good as i would like but its much better, i reckon 20 more epochs would push it to 95% likeness). Also went back and tested my old prompts again and found out it can also do sims4 screenshot as well.

Also anyone interested in a gso-rco int4 convrot quant of kromoss once the full version of that comes out?
>>
>>110254953
Delete fail bake?
>>
>>110254988
What a fascinating and useful rule
>>110255002
Nothing fail about it
>>
I deleted but you're a faggot.
>>
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>>110255047
Post one minute earlier next time, it's not that deep.
>>
>>110255320
You baked when anon called he was baking. The only reason you were earlier is because you rushed your collage and didn't bother fixing the Subject.
>>
Another thread so blessed that it got deleted, looooooooooooooooooooooooooool.
>>
>>110254964
>>110254976
Thank you bro!
>>
We're all friends here.
>>
>>110255332
Imagine caring this autistically about schizo infested dead general about posting 1girl slop.
I know this might seem inconceivable to you, but I did not see that post, which was made 60 seconds before I posted this general, because I am not constantly reading every single post made there at the exact instant they are made. And I sure hope you are not doing that.
>>
Go to workflow/model for anime to realism? I was having some success with a simple img2img workflow I put together but was wondering about edit models and such? how the new qwen edit? Im rather out of the loop..
>>
>>110255389
you asked this the other day and got your answer
>>
>>110254964
>>110254976
thank you bro sometimes i poop myself at night and then i crawl through the room but then i remember to get on the pc and check the newest news and everything is just great
>>
>>110255392
replied to a bot nvm im retarded
>>
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9 KB JPG
please remember to behave yourselves
>>
>>110255392
i did not, i asked in the thread that was deleted just a bit ago though
>>
malcolmrey's moss loras are awful even by his usual low standards. Legit broken junk. Either producing deformed images or showing very poor likeness.
The weird serenity experiment seems bad as well (at least the lora extract, I am not downloading the whole checkpoint)
>>
>>110255389
Klein can but that anime2real stuff looks like uncanny shit to me so I can't really judge.
>>
>>110255462
Why don't you make better loras then?
>>
File: Nodle Monster.png (148 KB, 2555x1233)
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How autistic are you with your noodle organizing? Me, very VERY autistic.

>Unpack main sub-graph
>Untangle the spaghetti monster
>Organize nodes without creating another spaghetti monster
>Each node must be separated by 3 grid units
>Nodes must be parallel to each other, unless it breaks symmetry
>Organization must be pretty and symmetrical
>>
Hey as long as the vandal loses lets just celebrate that
>>
>>110255001
I just had astra research the current training landscape for moss and had it set my params, pretty sure it took much from fizgig... but it works very well. Moss learns very very well IMO.

>>110255462
His v2's are without a doubt better and are serviceable but it's trivial to scrape an /hr/ thread and just bake a better one yourself.
>>
>>110255367
im still not participating
>>
File: unnamed (1).jpg (835 KB, 2048x2048)
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>this was capable with 1.5
we regressed
>>
>>110255507
>>110255609
Imagine gathering and captioning isn't the problem. I don't want to spend a lot of time tinkering with parameters to see what works and what doesn't, I don't want to shit out slightly less mediocre crap and call it a day neither. I doubt there is a just works parameter meta. There is little information out there.
>>
>>110255583
bruh, all you need.
>>
>>110255583
>"Me, very VERY autistic"
>open image
>like 90% of the nodes arent even aligned
ok
>>
>>110255583
is that supposed to be an example of an "organized" workflow?
>>
File: ComfyUI_Moss_Base_00542_.png (3.79 MB, 1760x1760)
3.79 MB PNG
Made a YuE 2 inference/training guide, includes a section for training on Modal if you're a VRAMlet
https://rentry.co/5ktfmc49
>>
>>110255662
https://civitai.com/models/2432921/optical-illusion-generator-qr-code-monster-lora?modelVersionId=2735539
>>
>>
>>110255746
Yue2 disagrees heavily.

>>110255765
>>110255769
That was just the untangling phase after unpacking the sub-graph. I should have added that was a work in progress.
>>
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>>110255866
I forgot the image.
>>
>>110254977
Trust me, I've trained all these LoRAs on ACEStep. I've even tried different ranks for one of them. It's not as good, and certainly not as stable as YuE 2 (especially with adherence to lyrics). Some of my LoRA results were okay, but they were easier genres/artists than the YuE ones I've shared (E.G. slower BPM). ACEStep is good, but it's been surpassed on the technical side of things (like SDXL vs Flux.1). I noticed ACEStep devs have updated their discord to "Ace Music", let's see if they release 2.0 if they have that ready, or if it's a cloud-only offering.
>>
what are the best tools for nude edits right now
>>
yeah
>>
>>110255923
your imagination
>>
>>110255923
kys
>>
>>110255907
Also, note you shared an ACEStep LoRA output. That type of gen you shared is something YuE can do out of the box.
>>
>>
>>110255693
>I doubt there is a just works parameter meta.
You can try mine, they worked great on both my half asses 20 img dataset and my 200+ img run.

alpha: 1
rank: 16 for style, 32 for char
lr: 5e-5 for style, 1e-4 for char
opt: adamw8bit
scheduler: constant
ema: off for style, 0.98 for char
timestep sampling: truncated logit-normal
logit mean: −1.09
logit standard deviation: 0.95
discrete flow shift: 1.0

50 epochs for style and 70 for char. Or, again, you could just have astra research and set it up for you desu.
>>
>>110255923
>Qwen Edit 2.1 - Default Comfy UI workflow
>Replace the prompt enhancer for the heretic one
>Add a LoRA node
>Load a general unlock NSFW LoRA

That's all you need. All the details can be found on the web or asking you favorite AI fren, don't tell them that is for nudes, obviously.

>>110255923
>>110255931
Faggots.

>>110255796
Thank you, will try later.
>>
>>
>>110255963
I mean nice that it worked for you and thanks for the input but these values are very bizarre. Research reads more like hallucination.
Still noting it down regardless.
>>
File: debo_news_00029_.png (2.56 MB, 1792x1312)
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>>110254964
year old news

>mfw Today's Resource news

11/05/2026

>NitroFusion2: Bringing Adversarial Loss to the Text Stream of Multimodal Diffusion Transformers
https://chendaryen.github.io/NitroFusion2.github.io

>UniRestorer++: Scalable Universal Image Restoration with Multi-Granularity Degradation Modeling
https://github.com/mrluin/UniRestorer_plusplus

>ChatR Labs Qwen-Image-2.1 Uncensored Omni — Quantized
https://huggingface.co/chatrlabs/Qwen-Image-2.1-Uncensored-Omni-Quantized

>VideoColorMatch: Auto-Fix Color Drift from V2V Generations
https://github.com/pftq/VideoColorMatch

>Pyramid-JiT: Training a Text-to-Image Model for $21K
https://huggingface.co/Linum-AI/pjit-21k
https://github.com/PedroMarinhoDev/ComfyUI-PJiT

>Vimoo-1.0-Lite-ComfyUI
https://huggingface.co/Vimoo-AI/Vimoo-1.0-Lite-ComfyUI

>NanoKV: High-Ratio KV Cache Compression for Autoregressive Video Generation
https://jiacheng-lu03.github.io/NanoKV

>FrameScout: Scouting Query-Relevant Frames for Long Video Understanding
https://github.com/Hubert-1102/FrameScout

>LayerShop 0.20: Prompt Enhancement, Batch Rendering & Styles
https://github.com/SlavomirDurej/layershop/releases/tag/layershop-v0.20.1-preview.1

11/04/2026

>TaoMate-HD: Progressive-Resolution Autoregressive Audio-Video Generation
https://taoliveaigc.github.io/TaoMate-HD

>AuroraIMG2-100M: 100.6M-parameter flow-matching diffusion transformer and a 44.9M-parameter text encoder
https://huggingface.co/AuroraAI-Research/AuroraIMG2-100M

>Kandinsky S2V 1.0 - 2B and 21B models
https://kandinskyavatar.github.io

>BluePixel-Turbo: Native 4K instruction-based image editing in 4 steps
https://huggingface.co/openvivo/BluePixel-Turbo

>Viggle Remake: Remake any video. Just ask
https://huggingface.co/Viggle/Viggle-Remake

>History Forcing: Distilling History-Dependent Continuations for Long-Horizon Video World Models
https://ziplab.co/History-Forcing-Project-Page
>>
File: debo_news_00034_.png (2.57 MB, 1792x1312)
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>>110254976
year old news

>mfw Research news

11/05/2026

>DualCast: Dual-Image Conditioned Diffusion Transformers for Digital Human E-Commerce Video Generation
https://arxiv.org/abs/2611.05825

>DecoupAttn: Decoupled Sparse Attention for Training-Free Acceleration of Video Diffusion
https://arxiv.org/abs/2611.05917

>Whose Values Are Generated? Measuring Visual Value Leakage in Multilingual Text-to-Image Generation
https://arxiv.org/abs/2611.05578

>Chronos: Sequential Identity-Preserving Video Generation by Temporal Anchoring
https://arxiv.org/abs/2611.05893

>PATTS: Parallel-Aware Test-Time Scaling for Thought-Image Generation in Multimodal Discrete Diffusion LLMs
https://arxiv.org/abs/2611.04948

>NextGAN: Towards Simple and Scalable GAN Training for Image and Video Generation
https://arxiv.org/abs/2611.06270

>Decompose the Distillation: Interpretable Single-Pass Guidance for Diffusion Models
https://arxiv.org/abs/2611.05755

>Intra-Architecture Source Attribution for Stable Diffusion: A New Task with Benchmark Dataset and Baseline
https://arxiv.org/abs/2611.06000

>Clips2Story: Training-Free Video Storyboarding and Editing Using Multimodal Retrieval-Embedded Generation
https://arxiv.org/abs/2611.05992

>Behind Video Generation: Observations and Insights on Multimodal Understanding from Kling
https://arxiv.org/abs/2611.04916

>Wonder 4: A Mixture-of-Experts Recipe for Image Quality Enhancement
https://arxiv.org/abs/2611.05294

>SVGFaith: A Two-Layer Meta-Evaluation of Faithfulness Metrics for Text-to-SVG Generation
https://arxiv.org/abs/2611.06048

>The Pen is Mightier than the Pixel: Natural Textual Unlearnable Example for Large Vision Language Models
https://arxiv.org/abs/2611.04817

>ScoreDial: Precise Control of Visual Attributes in Image Generation via Regressor Guidance from Limited Human Ratings
https://arxiv.org/abs/2611.05004

>CleanVideo: Adaptive Concept Erasure for Text-to-Video Diffusion Models
https://arxiv.org/abs/2609.20267
>>
>>110256003
Which part(s) reads as bizarre or a hallucination?
>>
>>110255662
i dont get why people find these types of gimmicky gens so impressive or whatever
>>
>>110256013
>>110256019
Common! Turkeys are expensive!!
>>
File: debo_kw_km_00003_.png (2.93 MB, 1792x1076)
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>>110256095
thats on you for not saving your turkey for the actual news
>>
>>110256023
Dunno fuck all about moss in particular but:
>rank: 16 for style, 32 for char
Usually other way around
>scheduler: constant
Common but not good. Cosine/REX is better.
>ema: off for style, 0.98 for char
Curious about its purported reasoning for this.
>timestep sampling: truncated logit-normal
>logit mean: −1.09
>logit standard deviation: 0.95
I don't know which tool you are using to train but this should either not do very much or shift timestap distribution downwards? Could be great for detail but presumably detrimental for learning structure. I don't know the model might be quirky enough that it works nevertheless but seems weird.
>>
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aint no WAY diddyblud fr wilding with da turkey bruh nah some one call mark zuckaburg he needs to JSID
>>
>>
>>110256095
>>110256149
Leave the turkey alone, Pepe.
>>
>>
>>
>>110256144
I thought that I would be able to help explain, but I'm way too retarded and trust agents way too readily, sorry anon. It seems the timestep values are related to the final pretraining interval, though.
>I don't know which tool you are using to train
I had astra create a slim trainer but the backend is sd-scripts and its moss_image_train_network.py and networks.lora_generic so perhaps that is a lead for you. Have you looked into how kohya does it?
>>
>>110256151
I think you will enjoy this gen >>>/wsg/6265176
>>
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>>110256237
>>110256260
>>110256151
>>110255990
>>110255959
Amazing stuff
>>
>>110256019
>>110256013
does anyone actually read/utilize these
>>
>>110256313
no
>>
>she holds the viewers cock in her hand firmly. the cock is ejaculating cum everywhere and all over her. her face and breasts are covered in cum.
>>
>>110256295
holy slop
>>
>>110255923
train a quick moss lora on the subject
better than any current edit model
>>
>>110256346
>train a quick moss lora
eli5
>>
>>110256347
what?
>>
>>110256380
Explain how to train a moss lora
>>
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>>
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>>
кoт
>>
>>110256384
Mechanically the same as any other model
>>
тoт
>>
MOSS is dangerous because it makes me spend all my time masturbating to its outputs.
>>
>>110256447
i just got back into llm/img gen a few weeks ago and i haven't masturbated this often in probably a decade. i need to slow down
>>
>>110256447
Do you have any recommendations of masturbation worthy things I can gen?
>>
>>110256285
cool

>>110256295
moss makes it easy
>>
>>110256313
yes
>>
I want to farm civitai but my gens are just too sophisticated for the average brownoid and I refuse to compromise.
>>
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Why is it always always Qwen which is such a hassle to set up and use
>>
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2.41 MB PNG
>>
>>
>>110254953
TY 4 BAKE
>>
>>
There is a huge quality jump with moss loras trained at 2048, too bad it's hard to find images that big
>>
>>110256589
upscale
>>
File: ComfyUI_Moss_Base_00544_.png (1.55 MB, 1024x1024)
1.55 MB PNG
>>110255934
YuE 2 RS-FW-2.0x0.75 finetune test (official Ruach Studio finetune - https://huggingface.co/goldhub/YuE2-RS-Finetunes) on 1980s music

This is without any LoRAs loaded
https://vocaroo.com/16A20UFEWzAC
https://vocaroo.com/1hlZ2lbRtfI0
https://vocaroo.com/14M9S7Cke60n

The "An octave up" option comes in handy when prompting for these to get the vocals right (rare occassion)
>>
>>110255796
ai slop hard to read
will have to feed to my agent
>>
>>110256591
Why would I taint my dataset like that though
>>
>>110256595
my ears
like 64kbit/s mp3 sandpaper
and slop
>>
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2.81 MB PNG
>>
when did civitai get rid of image/video search? fucking annoying site.
>>
>>110256447
>>110256466
I feel ashamed of the things I've done. Thanks, moss-image and the chinese.
>>
>>110256679
> and the chinese
for h3
>>
>>
>>110254953
This may seem like a stupid question, but does LTX 2.3 allow NSFW videos on Comfy Desktop?
>>
>>110256595
>Default is YuE2-3B-RS-TW

Kek, guess I downloaded the wrong model
>>
File: debo_kw_km_00046_.png (2.84 MB, 1792x1076)
2.84 MB PNG
>>
>>110256614
Zero slop. Slop would be the Minimax result for the same genre
>>
>>110256750
you must be deaf or just trolling then
>>
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>>
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628 KB JPG
>>
>>110256625
>when did civitai turn to utter and complete shit
Long, long ago
>>
>>
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>>
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>>
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2.5 MB PNG
>>
>>
>>110256597
Which part are you having trouble following?
>>
>>110255796
Cool. Added to https://rentry.org/ldg-lazy-getting-started-guide#anon-guides-and-resources
>>
why do dicks look like chunks of meat on the minimax H3 Uncensored version from civitai?
>>
>>110256946
it was trained on american kosher porn videos featuring only mutilated penises
>>
so is sulphur 3 based or cringe
>>
>>110257024
Hasn't leaked so must be cringe
>>
>>110255934
>Also, note you shared an ACEStep LoRA output. That type of gen you shared is something YuE can do out of the box.

the fuck it can,
demonstrate to convince all.
80s metal is hardest to reproduce.

and make it original or borrowed lyrics without ai slop rhymes.
and without yue cover mode assistance.

then provide workflow or parameters so your claim can be tested.
>>
File: debo_kw_km_00049_.png (2.56 MB, 1792x1076)
2.56 MB PNG
>>
>>110256614
sounds metal+blues rock mix probably driven by llm prompt (played from a can with very dubious instruments except for the bass and drums)
>>110256595
it sounds sloppy but it does have a template
yet you say it is a finetune.
so if it is a finetune it should sound clean as the acestep lora i posted (which is not 100% quality generation btw).

so provide default yue model workflow that can be replicated since you said 'can do that out of the box making and therefore makes ace step obsolete'


btw, my ace step outputs are impossible for 99% of the ace step users to reproduce.
and that i say is not only due to trained lora.
>>
>>110256927
not following
just have ai text fatigue
>>
>>110257068
>btw, my ace step outputs are impossible for 99% of the ace step users to reproduce.
how many ace step users are there though really
>>
>>
>MOSS's text encoder is frozen during training
So where's all the "catastrophic forgetting" trolling about it like there was Anina?
>>
File: debo_cr_km_00046_.png (2.43 MB, 1792x1076)
2.43 MB PNG
>>
>>110256944
Nice, thanks!

>>110257068
Nothing inherently wrong with what I shared. Listen to https://www.youtube.com/watch?v=Gp-PKmbcF7c&list=PLx1MDbsLNfVQMR8ocCtX02ZMDEb13Q840&index=2

I intentionally made mine a bit more like AC/DC, many recordings back then had the voice like that, yours sounds like a remastered version (and imo is still a bit worse consistency/sound quality wise, though it's subtle). What I meant regarding the models is that since ACEStep's base model isn't as good at rock, it will never be as creative as YuE's base. Some more things YuE does out of the box: Live audience sounds, background vocals, and duets are much better than ACEStep's stock rendition of this genre, and will likely always defeat an LoRA version of ACEStep because if base can do it, then it's better at it than LoRAs.
>>
>>
Fizgig has the worst UI known to man
>>
>>110257087
pay attention to that and address it
>yet you say it is a finetune.
>so if it is a finetune it should sound clean as the acestep lora i posted (which is not 100% quality generation btw).
>so provide default yue model workflow that can be replicated since you said 'can do that out of the box making and therefore makes ace step obsolete'
>>110257176
everything you posted is not true ( especially ac/dc bit)


provide default yue workflow me and other anons can test your 80s music out of the box claim
>>
>>110257271
>provide default yue workflow me and other anons can test your 80s music out of the box claim

Ruach Studio default settings
Click on engine settings, "Heresy", then change settings to an octave up
>hard rock 1980s arena rock male raspy high-pitched vocal gritty energetic driving electric guitar overdriven Marshall amp boogie riff steady 4/4 drums simple bass shout-along gang vocals rebellious party

Any lyrics you want. Works with stock too, but the finetune is better with instruments.
>>
File: ComfyUI_temp_sumpg_00004_.png (1.96 MB, 1024x1024)
1.96 MB PNG
>>
>>110254953
Best UI to make AI images/videos? I'm using invokeAI atm.
>>
>>110257296
on top of superslop prompt
you talking out of your ass
yue has limits hence not much happened with it
>>
>>110257499
You can't get admins removed.
>>
>>110257675
Why would someone as mentally dysgenic be an admin in the first place? Is this a joke? Can't other admins glance at his generations and conclude that he's unwell?
>>
>>110257688
[spoiler]If it's catmod he's an admin, anon.[/spoiler]
>>
>>110257702
But he samefags so obviously its clear he's low IQ, that means this shithole site is really run by the bottom of the barrel
>>
>No qrd on catjack
>I'm supposed to know who this is
>>
What if catjak unironically is here to not allow for civil discussion and progress, like an anti-local agent
>>
>>110257718
Ok, but do you have an answer to this >>110257493 ?
>>
>>110257801
Well, me personally as a catjak hater, I'd advise you get forge neo if you looking for something simple, whatever extras you may need you can install via extensions, if not comfyui really.
>>
>>110257815
Thanks, gonna look at both of those too then.
>>
>>110257818
Nah, instead just get stability matrix, and thank me later (just say thanks catjak hater if its based)
>>
>>110257882
Not that im defending no one here, but between debo, ani and catjack, the only one absent from the rentrys is catjack, and frankly the former two schizos never post maliciously against other posters, its only catjak constantly tearing everyone down.
>>
>>110257900
awhile back someone was sperging over the reentry links and catjak, i made a joke that they should just make a reentry of catjak and i got temp banned.
make of that what you will.
>>
>>110257924
Screencapped.
>>
>>110257499
>>110257866
>>
Where's that MOSS danbooru artist finetune? I was promised one two weeks ago.
>>
>>110258026
its scheduled to be delivered in two weeks
>>
File: v2_police.jpg (208 KB, 1661x644)
208 KB JPG
https://huggingface.co/ElectronGirl/anima-ref-adapter
>>
>>110257900
Julien got you covered
https://rentry.org/ranfaggot
>>
>>110258230
>Julien
who?
>>
File: 2649388.jpg (14 KB, 225x327)
14 KB JPG
what was the node for shrinking/cropping images to total megapixels/aspect ratio for video models?
>>
>>110257924
>>110257900
>>110257882
>>110257827
The only time I see bans at this time of day is when the schizo wakes up to seethe and talk about off topic things like this. We're tired of hearing about your obsession and scapegoat for seething all fucking day. You're so assblasted that you eat bans to keep complaining
>>
>>110258026
I tried with the biggest thing I can make in ai-toolkit, which is rank 64: https://huggingface.co/quarterturn/moss_danbooru40k_v1
I am not happy with it, it causes loss of detail, makes all tits big, cum everywhere if you prompt for it etc... Try it if you want, I think it's a fail.
Overall I just don't think danbooru 1024 is a very good dataset beyond using it for a single character lora to make NSFW.
>>
>>110258307
local diffusion?
>>
>>110258230
Ah - the "catjack rentry" - I think this is what started the ani-hate crusade. I can understand him being angry about it, but I think there's better ways of handling it if you want revenge. I only know bits and pieces of what went down.

If this place is your life, re-evaluate your life choices, know what I'm saying?
>>
File: 1345678653.jpg (27 KB, 389x498)
27 KB JPG
>>110257499
Idk if it's catjak but the guy posting the mentally ill biden/toph gens is a mod, not even a janny as he multiple times outted himself to me and can see ips since he refered to gens I did weeks ago, which he shouldn't know as well as leaking my country in replies and very deliberately deleting posts.
To be exact its one mod tranny and his discordbuddy. So yeah both /ldt/ and /g/ in general are pretty cooked with a mentally ill troon both shitposting and (((moderating))) at the same time, just thought I leave this here before going on a hiatus again. So just know that when posting here, you're literally being stalked
>>
>>110258354
Yeah, that creeps me out too and makes me not want to post here. That's why lately this place is dead, no one needs that shit.
>>
>>110258354
Oh and to add on to that. If you don't want to be stalked by this mentally ill troon into other boards, I recommend restarting your router and not posting here anymore, as your country is still visible and if it's unique enough he can continue to e-stalk you again
>>
>>110258310
I fell for the rank 64 trap with moss on several loras and it always came worse than just using more steps with rank 32. It seems good at first but real stability is bad. Also 2048 resolution is actual amazing with moss and really gives a night and day difference at a heavy reduction of speed.
>>
>>110258443
Also you would need to recaption everything in that dataset for moss, moss requires a specific captioning format not found on other models
>>
is P-H3-Image good? i have been trying to us vidoe h3 for images by making 1 second videos
>>
We all know catjak samefags like crazy, so any post defending him is potentially him, even if its just "omg stop spergint about him" posts.
>>
>>110258463
thanks for stating the obvious. nobody else would bother to defend this dumjb nigger
>>
>>110258353
Trani was a lolcow even back when /s*g/ started
>>
Sometimes the songs that Yue2 produce have a small error at the beginning and / or the end. Those errors take the following forms:

-The sounds that should start just at the beginning of the songs is cut off, like if it started in the middle.
-The sounds that should extend till the end are cut short.
-The end is cut in a moderately abrupt manner, like the tail of the fall off not being long enough.

Basically I would like to extend the headroom at the start and the end to avoid this unnatural trimming that Yue2 sometimes do.

I could often fix it in postproduction but I would like gen the best first version possible. What do you suggest? Can I fix it or prevent it with a better prompt? I'm already using the "YuE2 ABS duration budget" custom node and it helps sometimes.
>>
>>110258486
Stop trying to rewrite the history.
Ran has always been obsessed with him that's true, but Ani was loved and respected, especially back then. His animations were top-notch for that time and he moved forward this whole video genning idea.
>>
is it just me or is it impossible to use a reference image for h3 that just gives the camera angle and positions of subjects? if it try it just uses that reference image for the scene and doesnt bother generating proper skin texture. i had better luck using multiple cartoon images for this kind of scene reference. maybe i need to edit the image to be grey silhouettes or something?
>>
Why does an anonymous malaysian cartwheel technique researching forum require me to know some faggots by name
>>
>>110258552
Because it's extremely important for someone to make this general about thread celebrities by adding off-topic drama rentries to the OP.
>>
What's crazy is that the two rentry schizo did such a piss poor job over the years it's hard to distinguish them from sharty fags. You really have to fuck up bad to put us in this position.
>>110258552
Buckbroken schizos that can't stop getting banned for off topic posting. Report all of those post
>>
>>110258560
i thought we all agreed that they aren't that important and it's fine to remove them? why do you guys keep allowing this crazy faggot to keep baking?
>>
>>110258532
People made fun because of tranis depression- and blogposting all the time
Trani even failed a lot to samefag and people knew back then that he's an asshole because how he behaved towards the other animation anon (who made way better animations than trani "prompt interpolation" and "4 key frame" garbage)
>>
Anons need to be warned about the malware attention whores.
They could go anon and everythikg would be fine.
The rentries stay.
>>
>>110258577
Why do you keep lying? Without ani there wouldn't be H3, ani explored the concept first and had shown that animations are possible at all
>>
>>110258546
Unless your reference is also the first frame, MiniMax would understand better if you use autistic cinematographic language to prompt the camera angles. It can be pretty capable in that regard.
>>
>>110258595
A whole fake conversation... the first thing he does when he wakes up is to have a whole fake conversation to accomplish whatever imaginary narrative he has in his head. Boring and pathetic, but mostly boring.
>>
>>110258609
the problem is im finding it does not respect proportions and relative sizes even when i give flat size charts. i sort of have to curate the image and composition so it doesnt wander too far off and make something generic
>>
>>110254953
Y
>>
how long until Moss becomes good?
>>
Why does the shitposting always start ~8 hours after a certain special needs loser goes to sleep?
>>
>>110255392
No, that was me.
>>
>>110258699
Bet cucky will also "show up" soon
>>
>>110258699
It's his life
>>
>>110258532
>>110258560
>>110258588
you are such a raped retard
>>
>>110258632
unbelievable ability to cope. everything that you disagree with is "fake" and written by 2 people you are obsessed with. i have never seen somebody so wholly incapablpe of introspection. you are by far the worst schizo of this general.
>>
>>110258595
Based. Lets get catjak the fuck out of the admin team.
>>
>>110258728
You mean the guy making those "I need to pay for my losers son tuition" gens? That's also catjak.
>>
Back from the shadow realm, it seems.
>>
>be anon
>can't handle muld bantz and the truth
>"MODS HELP ME I HAVE A WET DIAPER AGAIN :((("
>>
>>110258781
Half of the posts in this thread is catjak samefagging to save face
>>
anyone have a working ComfyUI workflow foer Wan2GP that doesn't OOM on 12GB? I keep getting crashes around frame 48
>>
File: debo_cr_km_00005_.png (2.53 MB, 1792x1076)
2.53 MB PNG
>>
>>110258763
>>110258765
>>110258772
>>110258787
>>110258885
raped retard
>>
>>110258843
>12GB
>>
>>110258885
Nice. Marilyn looks a bit out of place kinda, but everything else is well-genned.
>>
>>110258922
>raped retard is praising itself
lol
>>
Where the fuck is the mod?
>>
>>110258928
I feel kinda sad for you, dude. Don't you have anything better to do?
>>
so which minimax h3 sampler is best at 4 steps?
>>
>>110258938
get all the attention my parents didn't give me by shilling a worthless warpper and spamming some LLM compiled "news"
oh wait, that's the raped retards
i actually have a life worth living
>>
>>110254268
tranny shit eating indian janny
do your job you fucking dog
>>
generating something now
>>
>>110258936
why
>>
>>110258996
generate porn of she
>>
>>110259040
or she
>>
>>110259040
>>110259048
fuck off dalit trash
>>
>>110259048
or she
>>
File: 1793736322746282.jpg (2.36 MB, 2112x3072)
2.36 MB JPG
>>110259056
or she
>>
>>110259056
can you please hang yourself and rid the world of you repulsive shit stench?
>>
File: 23e4r5tz6uik.jpg (324 KB, 798x1192)
324 KB JPG
>>110259063
or even she
>>110259065
die burning you shit eating subhuman insect
>>
>>110259071
you seem to be confused, you are the only jeet here
>>
>>110259085
your mother is a jeet, and she gets shit in her mouth by 20 Jeets every day which she loves to slurp you subhuman scum of the earth.
>>
>>110256438
чтo
>>
>>110259065
catjak post

Warning, hes going on a banning spree again, he's actively trying to supress us now that we know hes a bad faith actor.
>>
>>110259110
stop talking to your unpowered monitor
>>
File: 1793756753384217.mp4 (3.23 MB, 1184x896)
3.23 MB
3.23 MB MP4
>>110259071
>>
File: HunyuanVideo_00018.mp4 (624 KB, 832x624)
624 KB
624 KB MP4
>>110254964
>https://github.com/Tencent-Hunyuan/HunyuanCustom#-news
>>
What's the best nowdays for 1girl anime slop?
>>
>sudden rapid posting to slide this trainwreck of a thread
raped janny o algo
>>
>anime
>>
has anyone gotten MiniMax H3 to produce consistent characters across multiple frames or does it drift into uncanny valley by frame 20?
>>
Creating covers in a different genre with Yue2 is pretty fun.

Miley Cyrus - Night Crawling - Dark Electronic version https://voca.ro/1df5Kol8eEk0

>also

Someone is in a hurry... someone may need to visit the shadow realm again.
>>
>>110259206
>Someone is in a hurry... someone may need to visit the shadow realm again.
catjak wont ban himself
>>
local text-to-speech integration with image gen pipelines anyone got stable audio + visual generation in one workflow or is that still cloud-only territory
>>
File: poyo.jpg (2.35 MB, 2368x3552)
2.35 MB JPG
I really dislike that all character tags have a heavy bias especially nintendo characters to some old as fuck artist. You really just have to use cosplay with modern to avoid this with so many characters
>>110259152
Moss with a lora of your choice. Imo it's pretty easy and fast to train
>>
File: debo_cr_km_00010_.png (2.56 MB, 1792x1076)
2.56 MB PNG
>>
>>110259288
Lonely again? Maybe get a job finally
>>
netrunning
>>
debo and sasori fight to the death when
>>
>>110259231
it's possible, just depends on how much VRAM you got.
>>
File: 60.png (3.1 MB, 1456x1088)
3.1 MB PNG
>>
is there a clean way to batch generate from a CSV prompt list in ComfyUI without installing six custom nodes and praying they're compatible
>>
yeah
>>
With all of his samefagging lamenting his boogeyman, you'd think he'd already have a vandalized (non rentry) thread up by now

Very pathetic
>>
>>110259365
who? what?
>>
>>
>>110259354
like a folder filled with txt prompts?
>>
File: debo_cr_km_00012_.png (2.62 MB, 1792x1076)
2.62 MB PNG
>>
>>110259314
I have noticed that none of those two are aggressive or even engage with their fans, and they usually keep their talking on the topic of the thread. Well, with the exception of Debo´s fetish with posting the news (and maybe turkeys). So, either one of them is a complete coward that only insults behind anonymity, or one of their fans is the coward. I doubt Saber marionette guy is like that, Debo, I don't know.
>>
File: poyo2.jpg (2.42 MB, 3552x2368)
2.42 MB JPG
>>
File: debo_cr_km_00014_.png (2.61 MB, 1792x1076)
2.61 MB PNG
>>110259469
whats wrong with the news
>>
>>
>>110259469
There is literally just one single shitposter avatarfag with a proven history of shitting up this thread. It's catjak. That's it.
>>
File: debo_cr_km_00015_.png (3.7 MB, 1792x1076)
3.7 MB PNG
>>110259499
great work
>>
Miley Cyrus - Midnight Sky - (not so) Dark Electronic Version https://voca.ro/1kH70zapibkW

This ones is going to need more takes or work in postproduction. Yue2 is really impressive but his last of understanding of when a song should end is kind of annoying.


>>110259493
I have nothing against them I just find curious that you persist so much in posting them. Also, pretty interesting concepts for those gens.

>>110259512
What's his motivation and story?
>>
thanks ai
>>
lama is good
>>
>>
>>110259599
navel in negative when doing clothed pls
>>
>>110259622
So many artist do it now themselves I kind of forget about it desu
>>
>>110259622
no way, I think it's hot my man.
>>
File: 1497186973841.jpg (37 KB, 419x424)
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>sage attention on minimax shrinks time from 112s to 70s
Have they made something better for videomodels or is it still king?
>>
>>110259627
those aren't artists lol
>>
>>110259680
there are other speedup nodes but they all fuck with output quality.
>>
>>110259691
I mean actual artist, it seems no matter what I do with moss and anime it keeps doing it, I might need to break out the llama cleaner
>>
>>110258507
>The sounds that should start just at the beginning of the songs is cut off, like if it started in the middle.
Are you generating in "Full" planning mode? Maybe more of an issue if you're set to "Melody"
>>
File: island.mp4 (988 KB, 986x720)
988 KB
988 KB MP4
>>
is sage attention just barely maintained or do i have the wrong version/fork/branch for cu13.4 or 13.5/python 3.13 or 3.15? they're not that new by now.
>>
>>110254953
lol
>>
>>110259795
try googling for precompiled wheels for your combo.
>>
currently genning a foot worship video. the preview looks pretty good
>>
File: gyaaat.jpg (1.91 MB, 3552x2368)
1.91 MB JPG
Only h:w matters here it will work regardless regardless of orientation
{
"width": 2368,
"height": 3552,
"bbox_coord_space": "abs",
"bbox_format": "xyxy",
"summary": {
"meta": [
"@mylora"
],
"canvas": "multi_panel",
"caption": "Image of a woman in a Rosalina cosplay, presented in two full-body panels—one front view and one back view—against a celestial background. The character has a very voluptuous build with large breasts, wide hips, and a large posterior, all emphasized by the a loose not skin tight light blue gown."
},
"items": [
{
"label": "object",
"caption": "A clean, thin gold divider line separating the top and bottom panels of the image.",
"bbox": [0, 1776, 2368, 1792]
},
{
"label": "character",
"caption": "Front view of a woman with a voluptuous figure in a Rosalina cosplay. She has a pale complexion and long, flowing blonde hair. She wears a loose light blue dress she has large breasts and a skirt, her hips are wide. She wears a small silver crown on her head and holds a star-tipped wand in her right hand.",
"bbox": [480, 200, 1888, 1750]
},
{
"label": "object",
"caption": "The upper background consisting of a soft, ethereal nebula with swirls of pale cream, light blue, and shimmering gold dust.",
"bbox": [0, 0, 2368, 1776]
},
{
"label": "character",
"caption": "Back view of the same woman in the Rosalina cosplay. The gown is made of shimmering light blue satin with gold trim at the hem. The fabric clings tightly to her lower body, prominently displaying a large, rounded posterior and wide hips. Her long blonde hair falls down her back.",
"bbox": [480, 1820, 1888, 3500]
},
{
"label": "object",
"caption": "The lower background, matching the top panel with a celestial gradient of soft blue and pale gold, dotted with small, twinkling white stars.",
"bbox": [0, 1792, 2368, 3552]
}
]
}
>>
>>110259680
>>110259695
comfy kitchen + sparse attention has like zero downsides, and they cut gen time by half. If you add spectrum it can further speed it up by like 30% but that's where things get funky, I still can't figure out good settings
>>
Is there any way to upscale with i2i on Anima past 4 megapixels resolution? Is seedvr2 a meme?
>>
>>110260013
ultimateSDupscale.
>>
>check out the gallery of a h3 finetune on civit
>futa
>interracial
>chatgpt anime style
expected yet still disappointed
>>
>>110260013
Transfer your best anima gens into a moss lora
>>
>>110260024
gotta give the browns what they want
>>
File: debo_cr_km_00019_.png (3.26 MB, 1792x1076)
3.26 MB PNG
>>
>>110259919
Heavy is the burden of 8mp prompting, I hope someone tries it, please use turbo
>>
>>110256713
Use H3 for that
>>
>>110259695
>>110259987
Sparse yes but you need conservative settings.
Also the tragic thing about H3 Spectrum was that initially it was VERY high quality and changed videos so little but then the guy got greedy with speed up and shat it up.
>>
File: moss slop.png (1.25 MB, 1024x1024)
1.25 MB PNG
>>110256283
I will probably use sd-scripts, I don't need UI wrapper.
>>
One thing that AI can't help you with is when you're unimaginative as fuck.
I am unimaginative as fuck and I don't know what to gen.
>>
File: 1331132067.jpg (113 KB, 896x1152)
113 KB JPG
>>
>early panic bake
>>
just report, the shit bakes get pretty consistently deleted now.
>>
>>110260022
A bit rough but actually useful past 4mp, thank you anon.
>>110260259
I just swap characters in whichever smut I stumble upon.
>>
>>110260319
What do you mean?
>>
Is there a way to use Qwen Image edit models without the prompt enhancer node? It keeps rewriting my carefully crafted prompts ingto generic garbage.
>>
>>110256429
how do you do that
>>
>>110260358
>A bit rough but actually useful past 4mp, thank you anon.
You gotta play with the settings and your prompt a bit when you feed it to the upscale otherwise you might get hallucinations.
>>
>>110260371
Qwen t2i is just shit.
>>
>>110260381
That's sad
>>
File: 00699-2251996773re.png (2.88 MB, 1536x1024)
2.88 MB PNG
Why does mOSS feel so Korea-coded?
>>
What's the best upscaler workflow right now that doesn't destroy fine details? SeedVR2 seems to hallucinate textures on anime-style gens.
>>
>>110260416
works fine for me
>>
has anyone gotten moss to work well with low vram setups? my 8gb card keeps ooming even with int4 quants and offloading
>>
>>110260371
Just turn off the enhancing options.

>>110260416
Second pass at a higher res.

>>110260319
I'm kind of siding with the no links schizo, his babble is less annoying.
>>
>>110260488
>I'm kind of siding with the no links schizo, his babble is lesas annoying.
This.
>>
>>110260193
> 13:00:18
>>110260214
> 13:03:00
scatjack once again has proven how pathetic he is
>>
>>110260416
Using a model like Moss that supports the higher resolutions natively. If a model can't at least push 6mp I'm not going to bother with it.
>>
comfy kitchen sparse attention is great but how do you tune the threshold without just guessing? feels like black magic
>>
>>110260595
Does it mess with gens for non video models?
I saw a dip in quality using it with krea2
>>
>>110260484
8gb vram too, with 25 steps i think i got 1 minute per image
>>
>>110260633
oh, 720p btw
>>
>>110260193
>>110260193
>>110260193
When ready
>>
>>110260641
>cozy bake
Based, thanks
>>
>>110260641
thanks for bakering
>>
>>110260641
can't wait to see your thread get deleted once the real thread is up.
>>
>>110260677
what do you mean? what the fuck is a "real" thread?
>>
>>110260686
Just ignore, it's the thread schizo seething.
>>
>>110260408
its an asian model
>>
>>110260408
moss doesn't have to look like this lol.
>>
>>110260514
He also seems more polite and way less vindictive / rageful: >>110260677


Yes, I'm totally whoever the fuck you think I'm... In fact I'm behind you in this very moment... don't turn back.
>>
>>110260733
But don't forget, the faggot routinely posting death threats and doxxing anons is the good guy.
>>
>>110260193
>>110260193
>>110260193
Thread
>>
>>110260732
but it do
>>
real bake
>>110260751
>>110260751
>>110260751
>>
>>110260753
please stop spamming this board
>>
real bake
>>110260819
>>110260819
>>110260819
>>
>>110260741
I started to frequent this thread since 3 weeks ago, I now the schizo problem has been going for 5 years but I have not seen any dead thread in that time. He may have revealed the X profile of the Saber marionette guy, I don't know about the rest. However, saber guy didn't do much to protect himself, or maybe that identity was a decoy.



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