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Previous /sdg/ thread : >>109206539

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

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

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

>Flux.2 Dev/Klein
https://comfyanonymous.github.io/ComfyUI_examples/flux2
https://huggingface.co/black-forest-labs/FLUX.2-dev
https://huggingface.co/black-forest-labs/FLUX.2-klein-4B
https://huggingface.co/black-forest-labs/FLUX.2-klein-9B

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

>Anima
https://huggingface.co/circlestone-labs/Anima

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

>Text & image to video - Wan 2.2
https://docs.comfy.org/tutorials/video/wan/wan2_2

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

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

>Related boards
>>>/aco/csdg/
>>>/b/degen
>>>/d/ddg
>>>/e/edg
>>>/gif/vdg
>>>/h/hdg
>>>/tg/slop
>>>/trash/sdg
>>>/u/udg
>>>/vp/napt
>>>/vt/vtai

OP https://rentry.co/twkuk8tz
>>
>mfw Resource news

07/07/2026

>AnyStyle: A Single LoRA is Sufficient for Image-Guided Style Transfer
https://github.com/Yvan1001/AnyStyle

>From Open Loop to Closed Loop: A Test-Time Iterative Optimization Framework for Reference-Consistent Image Generation
https://github.com/zzdrill/From-Open-Loop-to-Closed-Loop

>EMPURPLE: A Free Lunch for Diffusion Distillation based on the Information Bottleneck
https://github.com/TheLovesOfLadyPurple/Empurple-Training-Free-Algorithm-To-enhance-Diversity-of-The-Diffusion-Distillation-Model

>G2VD: Generalizable AI-Generated Video Detection via Counterfactual Intervention and Causal Disentanglement
https://github.com/dumeng98/G2VD

>ResearchStudio-Reel: Automate the Last Mile of Research from Paper to Poster, Video, and Blog
https://aka.ms/ResearchStudio

>Enhancing Video Physical Consistency via Role-aware Joint Training and Modality-decoupled Denoising
https://tom-zgt.github.io/VPT

>How to Build Digital Humans? From Priors to Photorealistic Avatars
https://wojciechzielonka.com/how-to-build-digital-humans

>FLUX.2-klein-9B Text Encoder — Pruned 5.1B
https://huggingface.co/SearchingMan/FLUX.2-klein-9B-Text-Encoder-Pruned-5.1B

>Media Synthesis Museum: generate with old school models locally or on HF
https://huggingface.co/mediasynthesismuseum

>LTX-Best-Face-ID — LTX-2.3 Identity LoRA (Reference-to-Video / IPT2V)
https://huggingface.co/Alissonerdx/LTX-Best-Face-ID

07/06/2026

>SesquiLSR: Arbitrary scale latent upscaler for SDXL, Flux, Flux2, and Wan 2.1/Anima/Qwen Image
https://github.com/LoganBooker/SesquiLSR

>SeFi-Image-5B-Turbo
https://huggingface.co/realrebelai/SeFi-Image-5B-Turbo/tree/main

>krea2-detail-enhancer-edit-lora
https://huggingface.co/reverentelusarca/krea2-detail-enhancer-edit-lora

07/05/2026

>Starnodes Model Converter
https://github.com/Starnodes2024/comfyui-starnodes-modelconverter

>Speech Swift: AI speech models for Apple Silicon
https://github.com/soniqo/speech-swift
>>
>mfw Research news

07/07/2026

>Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model
https://arxiv.org/abs/2607.03509

>Aura: Consistent Multi-Subject Video Generation via VLM-Grounded Semantic Alignment
https://aura-project-page.github.io

>Efficient bias mitigation in T2I diffusion models using Concept Graphs
https://arxiv.org/abs/2607.03397

>Vidu S1: Real-Time Interactive Video Generation
https://vidu.com/vidu-stream

>Perceptual Flow Matching for Few-Step Generative Modeling
https://arxiv.org/abs/2607.03524

>EmCom-Diffusion: Probing Visual Reflection in Emergent Languages via Image Generation
https://arxiv.org/abs/2607.03752

>CineMobile: On-Device Image-to-Video Diffusion for Cinematic Camera Motion Generation
https://arxiv.org/abs/2607.03803

>FairFlow: Demystifying and Mitigating Stereotype Bias in T2I DiT
https://arxiv.org/abs/2607.03180

>Flash-BoN: Instant Drafts for Inference-Time Scaling in Diffusion Models
https://arxiv.org/abs/2607.04461

>How Do Diffusion Classifiers Decide? A Bias-Centric Evaluation
https://arxiv.org/abs/2607.03831

>A Decomposable Probe for Few-Step Diffusion Models: Prompt, Latent, and Score Selectivity across Backbone Families and Distillation Paradigms
https://arxiv.org/abs/2607.03256

>Reward Lightning: Fast Video Generation via Homologous Preference Distillation
https://reward-lightning.github.io

>Self-Improving Diffusion Classifiers with Minority Preference Optimization
https://arxiv.org/abs/2607.03770

>DICT: Data Injection and Contrastive Trajectory Refinement for Conditional Image Generation with Diffusion Models
https://arxiv.org/abs/2607.03899

>SAD-LoRA: Spectral Alignment for Low-Rank Knowledge Distillation
https://arxiv.org/abs/2607.04306

>When Geometry Aligns: Dihedral Hidden-State Transformations in UNet, ViT, and DiT Architectures
https://arxiv.org/abs/2607.03580

>TORINO: Token Reduction via Interpretable Concept Overlap in VLMs
https://arxiv.org/abs/2607.04593
>>
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Afternoon anons
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>>109221899
ga
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>ga
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>>109221908
ga
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hullo
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>>109222704
howdy
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>>109222704
hello
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i hope one day models will be able to tell left from right
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>>109223064
even the big boi models like nano banana struggle with it and i could never figure out if it was me they were mirroring things bc picture or just fucking it up to spite me
>>
>>109223105
i think it's the captioning, especially with mirror selfies
that is if they even caption things like "right hand/left hand" or "right foot/left foot"
and i dont get what's up with krea getting so much right and then fucking up some thing for no reason
>>
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So I decided to try Civitai's Comfy Cloud out but I keep getting this error when I try to generate an image.
>ComfyUI Error Report
>## Error Details
>- **Node ID:** 7
>- **Node Type:** CLIPTextEncode
>- **Exception Type:** RuntimeError
>- **Exception Message:** RuntimeError: >ERROR: clip input is invalid: None

>If the clip is from a checkpoint loader node your checkpoint does not contain a valid clip or text encoder model.

Pic related is my workflow. What am I doing wrong?
>>
>>109223699
anima uses a separate clip, it's not built in like sdxl or similar models. you'll also need the separate vae. didnt comfy come with a anima workflow anyway?
>>
>>109223699
download the adjusted vae and run kj's workflow
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3.89 MB PNG
>>109219787
Nice.
>>109221775
Lots going on!:D
>>109222173
Nice initial separation..
>>109223271
Mmmhmm
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Is there any site that'll let me slop together some porn videos from images and other video references? My PC is too much of a toaster to do it locally.
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i miss schizo anon
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>>109227109
yo brub, deliver some sfw vageen, that's what pretty girls are for
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>>109226484
they still don't miss you and your keeping them away stalker posts.
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that's a big hand
>>
dang even chroma girl is getting high quality renders. these threads breed champions. i remember that sexy girl pic generator, i assume the porno leagues drafted him.
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>>109228381
oh no, she's collected all the dragon balls
>>
>>109228395
time to make a wish
>>
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stringy bikini rule
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>>109228508
I have it on good authority that purple witch really looks like this irl
>>
Sup Stable Diffusion niggas... what are the best trip names over here?
>>
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me and my 1girl in the coom room
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>>109228532
Me.
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>>109228709
sloppy
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>>109228716
Fuck off m8.
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Man, I haven't been here since 2023 and I can't believe purple witch is still avatarfagging.
>>
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>>109230060
I wish
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Feet spotted!
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This is the most inorganic general of all of 4chan kek
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gn anon
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>>109231558
gn
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>>109231558
gn
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gn all
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>>109231800
gn
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Evening anons.
Christmas in July lmao
>>109231800
Gn anon
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>>109231651
jesus fuckin hell y is this 1.75MB
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>>109232079
no idea, actually. something weird with my krea2 workflow that the image sizes don't make sense. prob need to change the file save node I'm using
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i miss schizo anon
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the lack of sfw vageen, disturbing
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gm
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>gm
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>>109233827
gm
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new
>>109234760
>>109234760
>>109234760



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