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1-2 Debloat LiteGraph Edition

Discussion of Free and Open Source Diffusion Models

Previous: >>108424386

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, & Workflows
https://civitai.com
https://civitaiarchive.com/
https://openmodeldb.info
https://openart.ai/workflows

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

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

>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
https://huggingface.co/Lightricks/LTX-2

>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/
GPU Benchmarks: https://chimolog.co/bto-gpu-stable-diffusion-specs/
Img2Prompt: https://huggingface.co/spaces/fancyfeast/joy-caption-beta-one
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
>>
>mfw Resource news

03/22/2026

>SAMA: Factorized Semantic Anchoring and Motion Alignment for Instruction-Guided Video Editing
https://huggingface.co/syxbb/SAMA-14B

>ID-LoRA: Identity-Driven Audio-Video Personalization with In-Context LoRA
https://id-lora.github.io

>Michael Hafftka – Catalog Raisonné Dataset (1970s–2025)
https://huggingface.co/datasets/Hafftka/michael-hafftka-catalog-raisonne

>ComfyUI-FeatherOps: Fast fp16-fp8 mixed precision matmul on RDNA3/3.5 GPUs without native fp8
https://github.com/woct0rdho/ComfyUI-FeatherOps

03/21/2026

>LoRA Pilot: Docker image for all Stable Diffusion LoRA trainers
https://github.com/vavo/lora-pilot

>Advanced Model Manager for ComfyUI: Browse, search and download from HuggingFace
https://github.com/BISAM20/ComfyUI-advanced-model-manager

>LumosX: Relate Any Identities with Their Attributes for Personalized Video Generation
https://huggingface.co/Alibaba-DAMO-Academy/LumosX

>PixyToon: Local SOTA pixel art generation and animation for Aseprite
https://github.com/FeelTheFonk/pixytoon

03/20/2026

>NeuralGraft: Zero-Training Capability Transfer & LoRA Construction for Diffusion Models
https://github.com/alokickstudios-coder/neuralgraft

>Nvidia SANA Video 2B
https://huggingface.co/Efficient-Large-Model/SANA-Video_2B_720p

>Measuring 3D Spatial Geometric Consistency in Dynamic Generated Videos
https://github.com/tj12323/SGC

>Cubic Discrete Diffusion: Discrete Visual Generation on High-Dimensional Representation Tokens
https://github.com/YuqingWang1029/CubiD

>SSP-SAM: SAM with Semantic-Spatial Prompt for Referring Expression Segmentation
https://github.com/WayneTomas/SSP-SAM

>PromptHub: Enhancing Multi-Prompt Visual In-Context Learning with Locality-Aware Fusion, Concentration and Alignment
https://github.com/luotc-why/ICLR26-PromptHub

>EffectErase: Joint Video Object Removal and Insertion for High-Quality Effect Erasing
https://henghuiding.com/EffectErase
>>
>mfw Research news

03/22/2026

>PhysVideo: Physically Plausible Video Generation with Cross-View Geometry Guidance
https://arxiv.org/abs/2603.18639

>OneWorld: Taming Scene Generation with 3D Unified Representation Autoencoder
https://arxiv.org/abs/2603.16099

>AvatarForcing: One-Step Streaming Talking Avatars via Local-Future Sliding-Window Denoising
https://cuiliyuan121.github.io/AvatarForcing

>Fanar 2.0: Arabic Generative AI Stack
https://arxiv.org/abs/2603.16397

>SMAL-pets: SMAL Based Avatars of Pets from Single Image
https://arxiv.org/abs/2603.17131

>Training-Only Heterogeneous Image-Patch-Text Graph Supervision for Advancing Few-Shot Learning Adapters
https://arxiv.org/abs/2603.18101

>LaDe: Unified Multi-Layered Graphic Media Generation and Decomposition
https://arxiv.org/abs/2603.17965

>TransText: Transparency Aware Image-to-Video Typography Animation
https://arxiv.org/abs/2603.17944

>CycleCap: Improving VLMs Captioning Performance via Self-Supervised Cycle Consistency Fine-Tuning
https://arxiv.org/abs/2603.18282

>TexEditor: Structure-Preserving Text-Driven Texture Editing
https://arxiv.org/abs/2603.18488

>Revisiting Autoregressive Models for Generative Image Classification
https://arxiv.org/abs/2603.19122

>ViT-AdaLA: Adapting Vision Transformers with Linear Attention
https://arxiv.org/abs/2603.16063

>PaAgent: Portrait-Aware Image Restoration Agent via Subjective-Objective Reinforcement Learning
https://wyjgr.github.io/PaAgent.html

>Fast-WAM: Do World Action Models Need Test-time Future Imagination?
https://yuantianyuan01.github.io/FastWAM

>Visual Distraction Undermines Moral Reasoning in Vision-Language Models
https://arxiv.org/abs/2603.16445

>Soft-Di[M]O: Improving One-Step Discrete Image Generation with Soft Embeddings
https://arxiv.org/abs/2509.22925
>>
Is it me or does cg-use-everywhere not work with get/set nodes for bools? it never connects
>>
>did a git pull
>everything works
This feels wrong.
>>
Ah ahh~ my girly clit is hardening~
Ahh the silence of /ldg/, ahh~ *rubs*
So intense~ my little toes are twitching with pleasure~
Ohh /ldg/, what happened?
Why is it so quiet? Ah ahh~ *rubs rubs rubs*
>>
>>108433668
i git pull daily and haven't broken anything in ages.
>>
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>>
*shuffles closer to your dead body on my knees, tiny skirt puffing out, socks bunching at the ankles*
Ohhh~ /ldg/you’re so still now~
*dips fingertip in, tracing slow circles in my girlhood*
No posts, no pulse.. *i giggle softly between soft moans of pleasure as I brought my face close to your cold ear*
Are you sleeping forever~My little dead thread? Ahh~*i say with bated breaths, my girly hot breath tickling your cold ear*
>>
So quiet now~
So still~
All mine to keep warm…ahh~ *my hips tilt with pleasure, tiny shiver up my spine*
>>
>>108433668
>>108433707
I just use stability matrix. even if something does break, easy to rollback with a simple click.
>>
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i have been playing with ltx2.3 distilled all day and i am not really sure what is wrong with my setup. i am using wan2gp and when i do a video extension, the motion gets changed and the audio does not match the source clip. i tested the model on their official api and it doesn't have these problems
>>
>comfy works I swear!
>you just need six different external apps/package managers to keep it from blowing up
>you also need ten different flags to disable all the default footguns as well
>you also need to use legacy UI
>you also have to....
FUCKING STOP. REEEEEE
>>
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>>
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>>
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>>
>>108433998
>>108434007
>>108434022
I recognize this girl!
>>
>>108434045
I recognize this facial abuse hapa!
>>
>>108434022
I recognize this horse.
>>
>>108434123
I recognize this joke.
>>
>>108434123
he's a gallant steed indeed
>>
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>>
Sup gooners. i used grok to generate this image of Mei from Overwatch, then dressed her in Dark Magician Girl's outfit

I have a beginner understanding of ComfyUI and node workflows. I want to undress her, have her get fucked, etc. I've already done some test prompts with the standard Wan2.2 Image To Video

What are the best NSFW Loras/workflows/models/etc to be able to achieve this through Image To Video?

Likewise, what are the best loras/workflows/models etc to ImageEdit this image to put her into other fun outfits

>3070TI 8GB
>>
>>108434167
video models are almost all originally trained on SFW materials so you mostly need a lora for whatever sexual actions you want, possibly also one for the character or other details it doesn't understand
>>
>>108434167
>8 GB VRAM for video models
good luck.
>>
>>108434167
with 1 image you are going to be pretty limited in what you can do, flux 2 klein or qwen can get her naked.
for i2v the easiest gooner workflow is just get a mei lora and an nsfw checkpoint(civitai has some mei loras), generate nsfw images and use them in wan.
like anon said, wan isn't really trained for nsfw. it's uncensored, so it understand the anatomy but not the motion, so grab some nsfw motion loras from civitai.
also in comfyui, you can enable animated latent space previews so you can see the general motion of the clip without waiting for it to complete.
>>
>>108434150
kekd
>>
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>>
>>108432709
You deserve a free lootbox node for this. Amazing work, famalam.
>>
Using Wan2gp

Keep getting error

CUDA error: out of memory CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect. For debugging consider passing CUDA_LAUNCH_BLOCKING=1 Compile with `TORCH_USE_CUDA_DSA` to enable device-side assertions.

started using this in anaconda python wgp.py --i2v --perc-reserved-mem-max=0.25
and it worked for a few gens, but now its back to giving me the same error no matter how short or low res I make the video.
>>
>>108434167
>>3070TI 8GB
just fucking stop right now and get a job retard
>>
>>108433924
kill yourself frog
>>
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Didn't know Z-image turbo could do Lady Diana out of the box
>>
>>108434501
It knows more people, brands, IPs than you may think
>>
>>108434460
gb2r
>>
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>>
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WTF klein
>change her skin to match the skin tone of image 2
>>
>>108434713
>skin tone of image 2
skin tone of the woman in image 2
>>
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>>108434715
>change the skin tone of the woman in image 1 to match the skin tone of the woman in image 2

Still not quite right.
>>
>>108434732
based ai knows that woman is an undercover poo
>>
>>108433707
same, I even pull the FE and build it.
>>
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1girl
>>
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>>
>>108433998
>>108434007
>>108434022
desu little slopped
>>
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take the survey pls
>>
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so when I upscale an image with seedvr2(used that workflow from the previous thread) and then the image gets upscaled but the filesize of the upscaled image is like 14mb, can I set it in some node to reduce filesize so it fits into this thread?
>>
>>108434794
>can I set it in some node
im sure the manager or a chatbot can point you to a node. you can also use 4chan xt which does it automatically at upload
>>
>>108434794
yeah use the jpg node
>>
>>108434794
use gimp or whatever to convert it to a jpeg, you fuckin dunce
>>
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i listen to ai music while i wait for my ai videos to generate. who else is do this?
>>
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>>108434794
>open in Irfanview
>save as jpg
You might need to rent a B300 for this though.
>>
>>108434794
>this is the technical prowess of ai wf copypasters
lmao
>>
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>>
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>>
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>>108434810
>>108434818
>>108434827
>>108434874
>>108434886
all I know is that png is the good shit
>>
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muh shinobi gf
>>
>>
>>
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>>
>>
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>>
>>108435104
>>
>>
>>108433569
that korean chick gen is fukin A with a cherry on top damn
>>
long dick general
>>
>>
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>>108435104
Is she laying on the bed... or kneeling on the floor?
>>
>>
>>
>>
>>
>>
>>
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>video model randomly generated the most kino background song ever



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