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Previous /sdg/ thread : >>108796377

>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/sdg
>>>/b/degen
>>>/d/ddg
>>>/e/edg
>>>/gif/vdg
>>>/h/hdg
>>>/r/realistic+parody
>>>/tg/slop
>>>/trash/sdg
>>>/u/udg
>>>/vp/napt
>>>/vt/vtai

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

05/11/2026

>Causal Forcing: Autoregressive Diffusion Distillation Done Right for High-Quality Real-Time Interactive Video Generation
https://thu-ml.github.io/CausalForcing.github.io

>ReasonEdit: Towards Interpretable Image Editing Evaluation via Reinforcement Learning
https://github.com/IntMeGroup/ReasonEdit

>Object Hallucination-Free Reinforcement Unlearning for Vision-Language Models
https://github.com/XMUDeepLIT/HFRU

>SR2-LoRA: Self-Rectifying Inter-layer Relations in Low-Rank Adaptation for Class-Incremental Learning
https://github.com/FqWan24/SR-2-LoRA

>EditRefiner: A Human-Aligned Agentic Framework for Image Editing Refinement
https://github.com/IntMeGroup/EditRefiner

>LTX-2.3 22B IC-LoRA LipDub
https://huggingface.co/Lightricks/LTX-2.3-22b-IC-LoRA-LipDub

>SmartAttentionDispatcher: ComfyUI node that patches model attention with SageAttentionResource
https://github.com/Rogala/ComfyUI-rogala#smartattentiondispatcher

>Anima ControlNet-LLLite Sample Weights: Sample ControlNet-LLLite weights
https://huggingface.co/kohya-ss/Anima-LLLite

05/10/2026

>cull: The curation engine for AI image datasets
https://github.com/tlennon-ie/cull

>Longcat-Image-Turbo: Few-step distilled version of Longcat-Image using CDM
https://huggingface.co/byliutao/Longcat-Image-Turbo

>stable-diffusion-3-medium-turbo
https://huggingface.co/byliutao/stable-diffusion-3-medium-turbo

>bracket: trains your diffusion model up to 32 ways at once
https://github.com/tlennon-ie/bracket

>HiDream_O1-ComfyUI
https://github.com/Saganaki22/HiDream_O1-ComfyUI

>Z-Image-Turbo Student Adapter
https://huggingface.co/SearchingMan/Z-Image-Turbo-student-adapter

05/09/2026

>SenseNova-U1-8B-MoT-Merger-: GGUF quantized checkpoints and layer-offload VRAM modes
https://github.com/OpenSenseNova/SenseNova-U1#-updated-news

>HiDream-O1-Image: Pixel-level Unified Transformer (UiT) without external VAEs
https://huggingface.co/HiDream-ai/HiDream-O1-Image
>>
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>mfw Research news

05/11/2026

>Not All Tokens Need 40 Steps: Heterogeneous Step Allocation in Diffusion Transformers for Efficient Video Generation
https://ernestchu.github.io/hsa

>EditTransfer++: Toward Faithful and Efficient Visual-Prompt-Guided Image Editing
https://arxiv.org/abs/2605.07455

>HEART: Hyperspherical Embedding Alignment via Kent-Representation Traversal in Diffusion Models
https://arxiv.org/abs/2605.07973

>Diffusion-APO: Trajectory-Aware Direct Preference Alignment for Video Diffusion Transformers
https://arxiv.org/abs/2605.07503

>SARA: Semantically Adaptive Relational Alignment for Video Diffusion Models
https://arxiv.org/abs/2605.07800

>Towards Fairness under Label Bias in Image Segmentation: Impact, Measurement and Mitigation
https://arxiv.org/abs/2605.06891

>What Matters for Diffusion-Friendly Latent Manifold? Prior-Aligned Autoencoders for Latent Diffusion
https://arxiv.org/abs/2605.07915

>Adaptive Subspace Projection for Generative Personalization
https://arxiv.org/abs/2605.07257

>Consistency Regularised Gradient Flows for Inverse Problems
https://arxiv.org/abs/2605.07907

>A Unified Measure-Theoretic View of Diffusion, Score-Based, and Flow Matching Generative Models
https://arxiv.org/abs/2605.06829

>CASCADE: Context-Aware Relaxation for Speculative Image Decoding
https://arxiv.org/abs/2605.07230

>TAS-LoRA: Transformer Architecture Search with Mixture-of-LoRA Experts
https://arxiv.org/abs/2605.07256

>APEX: Assumption-free Projection-based Embedding eXamination Metric for Image Quality Assessment
https://arxiv.org/abs/2605.07786

>SCOPE: Structured Decomposition and Conditional Skill Orchestration for Complex Image Generation
https://arxiv.org/abs/2605.08043

>Decoupling Semantics and Fingerprints: A Universal Representation for AI-Generated Image Detection
https://arxiv.org/abs/2605.07074

>LENS: Low-Frequency Eigen Noise Shaping for Efficient Diffusion Sampling
https://arxiv.org/abs/2605.07253
>>
>mfw MORE Research news

>Teacher-Feature Drifting: One-Step Diffusion Distillation with Pretrained Diffusion Representations
https://arxiv.org/abs/2605.07327

>Stochastic Transition-Map Distillation for Fast Probabilistic Inference
https://arxiv.org/abs/2605.07661

>Delta-Adapter: Scalable Exemplar-Based Image Editing with Single-Pair Supervision
https://delta-adapter.github.io

>Flow-OPD: On-Policy Distillation for Flow Matching Models
https://arxiv.org/abs/2605.08063

>STARFlow2: Bridging Language Models and Normalizing Flows for Unified Multimodal Generation
https://arxiv.org/abs/2605.08029

>A2RD: Agentic Autoregressive Diffusion for Long Video Consistency
http://dxlong2000.github.io/AARD

>Uneven Evolution of Cognition Across Generations of Generative AI Models
https://arxiv.org/abs/2605.06815

>Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers
https://arxiv.org/abs/2605.06169

>GPO-V: Jailbreak Diffusion Vision Language Model by Global Probability Optimization
https://arxiv.org/abs/2605.07399

>BRIDGE: Background Routing and Isolated Discrete Gating for Coarse-Mask Local Editing
https://arxiv.org/abs/2605.07846

>DIMoE-Adapters: Dynamic Expert Evolution for Continual Learning in Vision-Language Models
https://arxiv.org/abs/2605.07494

>Implicit Preference Alignment for Human Image Animation
https://arxiv.org/abs/2605.07545

>TTF: Temporal Token Fusion for Efficient Video-Language Model
https://arxiv.org/abs/2605.07355

>BalCapRL: A Balanced Framework for RL-Based MLLM Image Captioning
https://arxiv.org/abs/2605.07394

>Attention Transfer Is Not Universally Effective for Vision Transformers
https://arxiv.org/abs/2605.07191

>A Causal Diffusion Model for Video Reconstruction from Ultra-Low-Bitrate Representations
https://arxiv.org/abs/2602.13837

>AdaCorrection: Adaptive Offset Cache Correction for Accurate Diffusion Transformers
https://arxiv.org/abs/2602.13357
>>
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>>108804826
either passchad or really likes doing captchas... who can say for sure?
>>
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well i tried
>>
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>>108804833
passchad. some times are <1min
or the elite hacker knows as 4chan
who knows
>>
>>108804840
>>108804878
what say you in your defense?
>>
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>>108804913
he vanished as quickly as he appeared
>>
>>108804979
he'll be back
>>
and so will you, too.
>>
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frustration
https://suno.com/s/khQ9QVzY7LbjYn9H
https://youtu.be/LQtnjQl_5UE
>>
>>
>>
i miss schizo anon
>>
>>
>>
>>
>>
>>
gm anon
>>
>>
>>108806316
gm
>>
>>
>>
>>
>>
>>
>>
>>
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>>108807112
Nice
>>
>>
>>
>>
>>
A cute!

Couldn't get it to generate a https://en.wikipedia.org/wiki/Cigarette_holder
>>
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gm

>>108807112
spiritually a cat
>>
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>>108807454
Even cuter!
>>
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>>108807900
nice
anima?
>>
>>108808002
Yes.
But it is having issues keeping details correct between the two girls. Even tried preview 2.
>>
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>>108808030
its been a bit rough playing with anima after spending so much time with z-image cuz the prompt following is definitely a lot fuzzier with anima
>>
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>>108804721
I see people swear up and down that A.I. is causing the enshitifucation of the internet, bot replies are more rampant than ever, and they they CANT go or look anywhere without seeing A.I. slop shoved down their throats. Bot replies here and there I certainly see on Twitter replies. But other than all of my time lines: reddit, twitter, YouTube, TikTok, etc, all basic shit I'd normally get recommend but no forced A.I. as far as I can see. No specific algorithm settings or recommendation settings on my end to be anti A.I. I'm an local A.I.user so if anything you'd think my TL would be FULL of it. Even on my personal Twitter account that's specifically for sharing my ai side projects or hobby, the timeline is just nothing but A.Ithiret traps. I guess that technically counts but none of the "DUDE CHECK OUT THIS NEW PAPER DUDE CHECK OUT THIS NEW TURBO QUANT MEME DUDE OPENCLAW OPENCLAW OPENCLAW" that people swear is all over their timelines. What gives? Are people like pic rel just exaggerating the prevalence of it?

https://xcancel.com/i/status/2054124214253174956



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