Previous /sdg/ thread : >>107353522>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-classicreForge: https://github.com/Panchovix/stable-diffusion-webui-reForgeStability 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://tensor.arthttps://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
>mfw Resource news11/29/2025>FlowMatch Euler Discrete Scheduler for ComfyUIhttps://github.com/erosDiffusion/ComfyUI-EulerDiscreteScheduler>AMD Rocm 7.1.1 released: Now with aotritonhttps://www.amd.com/en/resources/support-articles/release-notes/RN-AMDGPU-WINDOWS-PYTORCH-7-1-1.html>ComfyUI-Z-Image-Utilitieshttps://github.com/Koko-boya/Comfyui-Z-Image-Utilities>Valve dev Ayi Sanchez counters calls to scrap Steam AI disclosureshttps://www.pcgamesn.com/steam/ai-disclousres-debate-valve-dev-response11/27/2025>Z-Image-Turbo: Distilled State-of-the-art image generation model with 6B parametershttps://huggingface.co/Tongyi-MAI/Z-Image-Turbo>Official FLUX.2 Prompting Guidehttps://docs.bfl.ai/guides/prompting_guide_flux2>AnchorOPT: Towards Optimizing Dynamic Anchors for Adaptive Prompt Learninghttps://github.com/zhengli97/ATPrompt>MobileI2V: Fast and High-Resolution Image-to-Video on Mobile Deviceshttps://github.com/hustvl/MobileI2V>Monet: Reasoning in Latent Visual Space Beyond Images and Languagehttps://github.com/NOVAglow646/Monet>UltraViCo: Breaking Extrapolation Limits in Video Diffusion Transformershttps://thu-ml.github.io/UltraViCo.github.io>Deep Parameter Interpolation for Scalar Conditioninghttps://github.com/wustl-cig/parameter_interpolation>STARFlow-V: End-to-End Video Generative Modeling with Normalizing Flowshttps://github.com/apple/ml-starflow>iMontage: Unified, Versatile, Highly Dynamic Many-to-many Image Generationhttps://kr1sjfu.github.io/iMontage-web>The Consistency Critic: Correcting Inconsistencies in Generated Images via Reference-Guided Attentive Alignmenthttps://ouyangziheng.github.io/ImageCritic-Page>AlignBench: Benchmarking Fine-Grained Image-Text Alignment with Synthetic Image-Caption Pairshttps://dahlian00.github.io/AlignBench11/25/2025>FLUX.2: Frontier Visual Intelligencehttps://bfl.ai/blog/flux-2>FLUX.2-dev-GGUFhttps://huggingface.co/orabazes/FLUX.2-dev-GGUF
>mfw Research news11/29/2025>Inversion-Free Style Transfer with Dual Rectified Flowshttps://arxiv.org/abs/2511.20986>MajutsuCity: Language-driven Aesthetic-adaptive City Generation with Controllable 3D Assets and Layoutshttps://arxiv.org/abs/2511.20415>Scale Where It Matters: Training-Free Localized Scaling for Diffusion Modelshttps://arxiv.org/abs/2511.19917>Localizing Knowledge in Diffusion Transformershttps://arxiv.org/abs/2505.18832>AttenDence: Maximizing Attention Confidence for Test Time Adaptationhttps://arxiv.org/abs/2511.18925>Uncertainty-Aware Dual-Student Knowledge Distillation for Efficient Image Classificationhttps://arxiv.org/abs/2511.18826>Flow Map Distillation Without Datahttps://arxiv.org/abs/2511.19428>Understanding, Accelerating, and Improving MeanFlow Traininghttps://arxiv.org/abs/2511.19065>Breaking Forgetting: Training-Free Few-Shot Class-Incremental Learning via Conditional Diffusionhttps://arxiv.org/abs/2511.18516>Non-Parametric Probabilistic Robustness: A Conservative Metric with Optimized Perturbation Distributionshttps://arxiv.org/abs/2511.17380>MatPedia: A Universal Generative Foundation for High-Fidelity Material Synthesishttps://arxiv.org/abs/2511.16957>Native 3D Editing with Full Attentionhttps://arxiv.org/abs/2511.17501>Counterfactual World Models via Digital Twin-conditioned Video Diffusionhttps://arxiv.org/abs/2511.17481>Mesh RAG: Retrieval Augmentation for Autoregressive Mesh Generationhttps://arxiv.org/abs/2511.16807>SVG360: Multi-View SVG Generation with Geometric and Color Consistency from a Single SVGhttps://arxiv.org/abs/2511.16766>Seeing the Forest and the Trees: Query-Aware Tokenizer for Long-Video Multimodal Language Modelshttps://arxiv.org/abs/2511.11910>BeyondFacial: Identity-Preserving Personalized Generation Beyond Facial Close-upshttps://arxiv.org/abs/2511.11989
First for containment general
>>107371473do you have OCD?
Which Z-Image Turbo GGUF for 10GB vram?
>>107371652You can go straight to the Q8 at the bottomhttps://huggingface.co/jayn7/Z-Image-Turbo-GGUF/tree/main
z-img is nuts. i've never seen a model get so much traction so fast before AND live up to its claimsand it's still just the turbo version
What is the scariest phrase you know that is composed of only two words?
>>107371723people got pretty excited over flux1 iircI'm looking forward to the base model release>>107371744scary how? idk maybe "nuclear war"
>>107371744Child psychologist
>>107371792yeh flux was exciting but it took a while for most vramlets to use so it was a slower buildupwe're on what, day 3 of release and most everyone's finding tricks and things to do with z now>>107371744no u
>>107371539do you have a job?
>>107371867Post pay stub.
>>107371867I didn't mean to upset you. I was just trying to understand the obsessive ritual posting. would make sense if it were an expression of OCD
>>107371947You're here for like 90% of the day every day. I'm not trying to insult you, I'm just saying. Have some boundaries. Pot calling the kiddo black and all that. Nta btw
>>107371723I kinda like how it just known we have 5 fingers. Also, if you want variety in the gens, use very short prompts.
>>107372054anatomy works well out of the box on zi just plugged it into my usual wf lol
Good morning hope everyone's Turkey day was good. Trying out something a little different than usual.
>>107372075gmthat fish looks goodguess i'm hungry lol
>>107372075gm
>>107372085Gm. I've always wanted to try a whole fish. I've seen them at the grocery store but never had the guts because I'd have no idea how to prepare it or what parts were edible lol
>>107372102Hey what's up
>>107372131chillin' and tryin' some stuff in z-image. got an AI cookin' up some code on the other screen. prob gonna go get some sun in a bitwhat are you up to this weekend?
>>107372173Sun sounds nice. Cold out. Just about to make some lunch, right now I'm just ditzing around on the computer by the fireplace. Its a mice day here hope it is there as well.
>>107372105i went to dinner with my father a while back to a chinese restaurant. he saw an image of a red fish and asked for that. when it arrived, i swear to you, the thing was like almost a foot and half/2ft long. it actually looked like that image lol.the crazy guy ate it all tooi think it was meant to be for like 2-3 people lol
>>107372062Chroma still does better cyborgs.
>>107372218OK but was it tasty
>>107372243i'm sure it was. it looked spicy as hell tho. i had something else lol>>107372241yah chroma still rules in many ways (esp variety between seeds). z is just very fun to play with since it gens so fast and well.but i've seen people do a chroma -> z, z -> chroma and even flux2 (image edit/img2img) -> chroma -> z (10min to gen lol)
>>107371681thanks
oh noes they're backdid she brap?
>>107370979Take tensor.art out of the OP. It was a rugpull all along. They’re now selling discounted annual credits without telling people that the site is about to be all but shut down on December 1st
>>107372448>the site is about to be all but shut down on December 1stOk. I can see this comments on this post https://old.reddit.com/r/TensorArt_HUB/comments/1p7rc38/tensorart_black_friday_mega_sale/but is there somewhere else where they've announced things are heading south?
>>107372515I’m in the discord. >everyone is complaining they bought credits and can’t use them to generate>even those who can generate are finding out nearly every prompt is blocked>mods are telling people to move their credits to the “NSFW” site which is Tensorhub.art and is completely broken>once you transfer all your credits there, all the same prompts are still blocked, and generation costs twice as much
>>107372630Thanks for the headsup.
>>107372448No
>>107372448Yes
I really enjoyed illustrious and the cartoony styles I could get out of it. But banana is the first time I actually can enjoy realism in generations. Time for a switch, mayhaps
>>107372801>>107372821nice
>>107372821
me on the right
>>107373223>jarvis, invent god
>>107373702Or a honey dipped doughnut
removing bunny ears and breast specification seems to have solved my lewd problem, but at what cost?
>>107374681yah saying "breasts" will bias it toward naked boobies every time
Quite the dead shitter desu
>>107370979Is there any resources for how Grok, ChatGPT, Claude, DeepSeek, LLMs in general work under the hood? Theory and all?
>>107375661I use youtube and search for llm explained. Try it, see what you get.
>>107375661not tryin to be a jerk but why not ask one of them directly? if u use gemini 3 pro it might even make decent diagrams as needed (its image capability is probably the best in the game atm, imo). it's not gonna get you to a level to work at some frontier lab but should get you started
>>107375717Why are you like this
>>107375631cool>>107375703agree with this. if you just want a brief explainer and not a full blown compsci course, there's lots of good youtube resources that can go over the concepts
>>107375811i cut out the 1girl stuff so it's just kinda riffin on all the background crap from my usual prompt
>>107375717>>107375703Was hoping more for arvix papers and state-of-the-art but I understand I'll just prompt and search harder.
hay shd.
I used to use civitai but I switched to local generating.civitai had an option for face fixing, is there any way to accomplish this using comfyui? upscale latent helps a little bit but it could be better.
>>107375859Youtube will usually send you to the source repo from where the paper is often included. Note however, these papers aren't usually peer reviewed so it usually about your experience.
>>107375859A really really highly recommended site is Andrej Karpathy. He is the best in explaining complicated concepts simply and practically: https://www.youtube.com/watch?v=7xTGNNLPyMI
>>107376170the facedetailer node in impactpack is an option. there are other detailer nodes as well
i have trimmed most of the flux and chroma stuff out of the main wf for z-image. gen time cut by 2/3
>>107377349what sort of stuff did you cut?
>>107377380a tile upscaler i was using is the main thing, it was creating too much noise and distortion, and i tested a bunch of things and lef it with a plain "upscale with model" which doesnt touch the gen from z-image, which already has good detail and what not.a few text node stuff to improve certain stylingsa lot of disabled nodes that i dont remember what they were for lol
>>107377471>upscale with modelyou said you were swapping in chroma for the upscale?
>>107377497yah nto anymore lolloading/unloading models and setting up the right text inputs/conditionings and then making sure the samplers were set right... it became tedious. i just want to gen lolthis one dude is doing img to flux2, converts it to some style with the edit feature, sends to z for cleanup/adding details at a high denoise, then sends to chroma for upscale and finishing touches.. 10+mins to gen something and picking the input manuallyi dont get that lol
Seems people are up in arms over gen AI now that it's actually good, and a few prominent artists are saying they use it in their workflow.>it looks like shit>it'll never fix melding>it'll never fix hands>it'll never-Didn't take that long, now they're scared.
>>107377603they underestimated the power of gooners and coomers in charge of making ai models
how can i make the same 'character' in different positions? Do i need to gen a lora? If so... how? I got a 12gb card if it may limit me.
>>107377678lora is your best optionyou can probably get a z-image or sdxl lora with 12gbsome people have done it with chroma and even flux with that much vram using offloading and whatnot, it just takes a bit longer
"for frodo">>107370979op needs to add>>>/r/realistic+parody>>107377678go to link above for best lora instructions for low ram in their OP since they're all coomers looking for a quck fix, or use one of the other links if you're looking for non-realism styles, also /g/adt/ is the local anime style stuff
Evening anons, my tree is up.
>>107377777QUINTS
>>107377777checked, and good evening indeed
>>107377777is that a hammer?
>>107377777based
>>107377678the true best is InstantCharacter but it needs 48gb to run lol. there's a few different options but I couldn't say which will work best for youhttps://huggingface.co/black-forest-labs/FLUX.1-Kontext-devhttps://github.com/ToTheBeginning/PuLIDhttps://github.com/cubiq/ComfyUI_InstantIDalso reference_only controlnet>>107377777checked and ge
trying ultimate upscale w/ zimg
is sdxl illustrious still the king of non realism?
