Previous /sdg/ thread : >>107504070>Beginner UIEasyDiffusion: https://easydiffusion.github.ioSwarmUI: https://github.com/mcmonkeyprojects/SwarmUI>Advanced UIComfyUI: https://github.com/comfyanonymous/ComfyUIForge Classic: https://github.com/Haoming02/sd-webui-forge-classicStability Matrix: https://github.com/LykosAI/StabilityMatrix>Z-Image Turbohttps://comfyanonymous.github.io/ComfyUI_examples/z_imagehttps://huggingface.co/Tongyi-MAI/Z-Image-Turbohttps://huggingface.co/jayn7/Z-Image-Turbo-GGUF>Flux.2 Devhttps://comfyanonymous.github.io/ComfyUI_examples/flux2https://huggingface.co/black-forest-labs/FLUX.2-devhttps://huggingface.co/city96/FLUX.2-dev-gguf>Qwen Image & Edithttps://docs.comfy.org/tutorials/image/qwen/qwen-imagehttps://huggingface.co/Qwen/Qwen-Imagehttps://huggingface.co/QuantStack/Qwen-Image-GGUFhttps://huggingface.co/QuantStack/Qwen-Image-Distill-GGUFhttps://huggingface.co/QuantStack/Qwen-Image-Edit-2509-GGUF>Text & image to video - Wan 2.2https://docs.comfy.org/tutorials/video/wan/wan2_2https://huggingface.co/QuantStack/Wan2.2-TI2V-5B-GGUFhttps://huggingface.co/QuantStack/Wan2.2-T2V-A14B-GGUFhttps://huggingface.co/QuantStack/Wan2.2-I2V-A14B-GGUF>Chromahttps://comfyanonymous.github.io/ComfyUI_examples/chromahttps://github.com/maybleMyers/chromaforgehttps://huggingface.co/lodestones/Chroma1-HDhttps://huggingface.co/silveroxides/Chroma-GGUF>Models, LoRAs & upscalinghttps://civitai.comhttps://huggingface.cohttps://tungsten.runhttps://yodayo.com/modelshttps://www.diffusionarc.comhttps://miyukiai.comhttps://civitaiarchive.comhttps://civitasbay.orghttps://www.stablebay.orghttps://openmodeldb.info>Index of guides and other toolshttps://rentry.org/sdg-link>Related boards>>>/h/hdg>>>/e/edg>>>/d/ddg>>>/b/degen>>>/vt/vtai>>>/aco/sdg>>>/u/udg>>>/tg/slop>>>/trash/sdg>>>/vp/napt>>>/r/realistic+parody
First for containment general
>>107517127145 is a good spot to make one
>mfw Resource news12/11/2025>ComfyUI Loader Utils - Adjust Model Loading Orderhttps://github.com/lrzjason/ComfyUI-LoaderUtils>Disney Inks Blockbuster $1B Deal With OpenAI, Handing Characters Over To Sorahttps://deadline.com/2025/12/disney-openai-deal-sora-1236645728>Perception-Inspired Color Space Design for Photo White Balance Editinghttps://github.com/YangCheng58/WB_Color_Space>Composing Concepts from Images and Videos via Concept-prompt Bindinghttps://refkxh.github.io/BiCo_Webpage>TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flowshttps://github.com/inclusionAI/TwinFlow>LongT2IBench: A Benchmark for Evaluating Long Text-to-Image Generation with Graph-structured Annotationshttps://welldky.github.io/LongT2IBench-Homepage>TraceML: automatically trace PyTorch training memory usagehttps://github.com/traceopt-ai/traceml12/10/2025>Terrain Diffusion: A Diffusion-Based Successor to Perlin Noise in Infinite, Real-Time Terrain Generationhttps://xandergos.github.io/terrain-diffusion>InfiniteVL: Synergizing Linear and Sparse Attention for Highly-Efficient, Unlimited-Input Vision-Language Modelshttps://github.com/hustvl/InfiniteVL>Wan-Move: Motion-controllable Video Generation via Latent Trajectory Guidancehttps://github.com/ali-vilab/Wan-Move>Towards Sustainable Universal Deepfake Detection with Frequency-Domain Maskinghttps://github.com/chandlerbing65nm/FakeImageDetection>PromptForge: Visual prompt management systemhttps://github.com/intelligencedev/PromptForge>McDonald's pulls AI-generated Christmas advert following backlashhttps://www.bbc.com/news/articles/czdgrnvp082o>Ubisoft Open-Sources the CHORD Model and ComfyUI Nodes for End-to-End PBR Materialshttps://blog.comfy.org/p/ubisoft-open-sources-the-chord-model12/09/2025>Qwen-Image-i2L (Image to LoRA)https://modelscope.cn/models/DiffSynth-Studio/Qwen-Image-i2L/summary>AMD Amuse AI is open sourcehttps://github.com/TensorStack-AI/AmuseAI
>>107516836My cat, every night, in my face.
>mfw Research news12/11/2025>VisualActBench: Can VLMs See and Act like a Human?https://arxiv.org/abs/2512.09907>Content-Adaptive Image Retouching Guided by Attribute-Based Text Representationhttps://arxiv.org/abs/2512.09580>TextGuider: Training-Free Guidance for Text Rendering via Attention Alignmenthttps://arxiv.org/abs/2512.09350>Color encoding in Latent Space of Stable Diffusion Modelshttps://arxiv.org/abs/2512.09477>Representation Calibration and Uncertainty Guidance for Class-Incremental Learning based on Vision Language Modelhttps://arxiv.org/abs/2512.09441>ReViSE: Towards Reason-Informed Video Editing in Unified Models with Self-Reflective Learninghttps://arxiv.org/abs/2512.09924>DynaIP: Dynamic Image Prompt Adapter for Scalable Zero-shot Personalized Text-to-Image Generationhttps://arxiv.org/abs/2512.09814>CHEM: Estimating and Understanding Hallucinations in Deep Learning for Image Processinghttps://arxiv.org/abs/2512.09806>OmniPSD: Layered PSD Generation with Diffusion Transformerhttps://arxiv.org/abs/2512.09247>WonderZoom: Multi-Scale 3D World Generationhttps://wonderzoom.github.io>GimbalDiffusion: Gravity-Aware Camera Control for Video Generationhttps://lvsn.github.io/GimbalDiffusion>AgentComp: From Agentic Reasoning to Compositional Mastery in Text-to-Image Modelshttps://arxiv.org/abs/2512.09081>Towards Lossless Ultimate Vision Token Compression for VLMshttps://arxiv.org/abs/2512.0901012/10/2025>Interpreting Structured Perturbations in Image Protection Methods for Diffusion Modelshttps://arxiv.org/abs/2512.08329>Unified Diffusion Transformer for High-fidelity Text-Aware Image Restorationhttps://arxiv.org/abs/2512.08922>Beyond the Noise: Aligning Prompts with Latent Representations in Diffusion Modelshttps://arxiv.org/abs/2512.08505>Temporal Concept Dynamics in Diffusion Models via Prompt-Conditioned Interventionshttps://arxiv.org/abs/2512.08486
>ContextDrag: Precise Drag-Based Image Editing via Context-Preserving Token Injection and Position-Consistent Attentionhttps://arxiv.org/abs/2512.08477>OpenSubject: Leveraging Video-Derived Identity and Diversity Priors for Subject-driven Image Generation and Manipulationhttps://arxiv.org/abs/2512.08294>Self-Evolving 3D Scene Generation from a Single Imagehttps://arxiv.org/abs/2512.08905>UniLayDiff: A Unified Diffusion Transformer for Content-Aware Layout Generationhttps://arxiv.org/abs/2512.08897>Siamese-Driven Optimization for Low-Resolution Image Latent Embedding in Image Captioninghttps://arxiv.org/abs/2512.08873>LoFA: Learning to Predict Personalized Priors for Fast Adaptation of Visual Generative Modelshttps://jaeger416.github.io/lofa>Refining Visual Artifacts in Diffusion Models via Explainable AI-based Flaw Activation Mapshttps://arxiv.org/abs/2512.08774>Repulsor: Accelerating Generative Modeling with a Contrastive Memory Bankhttps://arxiv.org/abs/2512.08648>Chain-of-Image Generation: Toward Monitorable and Controllable Image Generationhttps://arxiv.org/abs/2512.08645>A Novel Wasserstein Quaternion Generative Adversarial Network for Color Image Generationhttps://arxiv.org/abs/2512.08542>Fast-ARDiff: An Entropy-informed Acceleration Framework for Continuous Space Autoregressive Generationhttps://arxiv.org/abs/2512.08537>PaintFlow: A Unified Framework for Interactive Oil Paintings Editing and Generationhttps://arxiv.org/abs/2512.08534>Preserving Source Video Realism: High-Fidelity Face Swapping for Cinematic Qualityhttps://aim-uofa.github.io/LivingSwap>HybridToken-VLM: Hybrid Token Compression for Vision-Language Modelshttps://arxiv.org/abs/2512.08240>FlowSteer: Conditioning Flow Field for Consistent Image Restorationhttps://arxiv.org/abs/2512.08125
caught up on da noos, hurray
someone postedhttps://gofile.io/d/YN46Xgon another thread. empty prompt gens of some modelsz is the last one which explains a lot lol
We need more inflatable objects.
>>107518100he's up to something suspicious....
Strategic shelling.I can't get dype to work correctly with large z-image gens. Even using the example workflow. I see no difference.>>107518100happy pig is nice pig
>>107518288how large are you trying to go? I frequently do around ~2mp and don't get particularly weird outputs
>>107518391>AAAAAAAHHHH
>>107518245Thank you for your service.
Afternoon anons
>>107518496Bober...
>>1075183911164 x 2432 since that gets me decent details.Base z-image breaks as pic related, and dype doesn't seem to fix that. Unless I'm using it wrong.
>>107516250Man zimage is really cool but then you realize it is kinda limited.
>>107520121might be another renaissance when base releases. its still a very power model, just needs its creativity unleashed more
>>107520182Yes I hope it will be like when flux was released
Why does AI always get this image wrong? Even the newest models always either mess up the eye size, eye color, face shape and most commonly lip shape and lip color. Any other image I try works fine. Does makeup just confuse AI??
>>107520285Skill issue desu
>>107521571I really like that color application in this
>>107520285What happened to her? Too much lip filler?>>107520709>>107520865Nice neobrutalist architecture
>>107521943our AGI overlords will build the cities of tomorrow and they'll all be this
>>107516250Dave has risen.
>>107522312https://www.youtube.com/watch?v=ECXg-a7XZQIHope youtubue is not blocked.
>>107522321I thought I was going to die alone...
>sun with ringscool idea. I wonder if that actually happens
>>107522382Jesus.Welcome back, Dave. I thought I was going to die.
>>107522491It will take some ~5 years.
Trying something new
i miss schizo anon
>>107525083>>107525496>>107525686Very Nice.G'mornin Anons, have a great day!
>>107525750Good morning, thank you!
>>107524139He tried to warn us all.
>>107522428I think they like him
>>107525750gm anon
at 1200 x 1800 native resolution, the image is less distorted and eyes turn out ok, not perfect but good enough.
>>107526286Try 16 steps with beta. 10+ steps are heresy but it's our job to insult the creators
>>107526306I'm already 2 steps over max. kek. I think this is the sweet spot.
>>107526688Debo doesn't talk to you anymore.
>>107526427>>107526663nice
>>107526715nice action scene.
>>107526102This is great, your animal gens have so much character.>>107526772Thank you, it looks like you've found a good resolution and settings, the gens look nice and clean.>>107526258I really enjoy the crazy scenes, the comic aesthic looks good.
>>107526837What's that under her skirt?
>>107527054ty
>>107527081a rooster?
friday
Morning anons
gm
>>107527687>>107527799gm
stinky bread
Ñebo
>>107528911The /sdg/ league
Where is /ourgirl/ Lumi ?
Our xirl Lumi, AKA everyone's doll but nobody's toy, still not arrived yet
>>107530033lumi is a girl? is she hot and single?
>>107530033>>107530060>>107530395>totally organic guys
>>107530544thanks you too
i'm a nigbophile desu
moon moon
>>107531214me too bruderme too
aww they tuckered themselves out :(
>>107531822sick gen
>>107531822Ehhhhhhh, it is useful to index 3D space. Thank you
>>107532822I bet he spikes his egg nog
Z-Image Kamen Rider Is actually closer than I thought possible
>>107533229not as artsy though. loses some of the flair you had previously
>>107533329This one is better, I forgot to remove the digital photo LoRA I had when making the other Quokka pics
More color!
:)
>>107533485looks familiar
>pov u cheaped out on the end of the world
>>107533506Damn procrastination
Capescarf
>>107533578NeatKamen-uokka!
Rider----- Kick!! >>107533660Is that David Lynch?
>>107533660overly attached gf hangin with david lynch and richard spencer
>>107533669it is. the prompt had >in the style of David Lynchso zimg figured to put him in the gen
>>107533816this would go hard if he didn't look like a zombie. just deathly pale with dark circles around the eyes and the rightmost echo being faded like the rest
>>107533838I already gave up on that prompt. wasn't doing much of what I wanted
>>107533878oh yeah i meant to ask for one of those city prompts from the last couple of days. wanted to press it through dream-logic. can't be arsed to find the one i had in mind, your fav is fine
>>107533923the alien cities or the futurism cities?
>>107533954>>107523323 is close enough or whatever u like.
>>107533979https://files.catbox.moe/z4ml4b.png
Next Thread>>107533986>>107533986>>107533986
>>107533994bet
Lmao this actually works
>>107534047aubrey plaza is juri in the new street fighter movie
>>107534016>>Z-Image-Turbo-Fun-Controlnet-Union-2.0>https://huggingface.co/alibaba-pai/Z-Image-Turbo-Fun-Controlnet-Union-2.0how do I load this? the gguf clip loader throws errors
>>107534047moar
>>107533494How many times are you going to keep reposting this
>>107534068nm, I just had to update the gguf node apparently>>10753420917 more times over the next 5 years
New to this shit. Trying to turn a head shot into a body profile shot. What's the best UI for this? Forge or Comfy?
kneelhttps://suno.com/s/a9AchObMBacejuKChttps://youtu.be/1UqgzT1MmCs
lmao this encoder is not working too well>>107534240qwen image edit can do pretty good image edits>>107534252>urinereally cool otherwise
reeeeeeeee