Seed That Has My Girlfriend Edition Discussion and Development of Local Image, Video, and Audio ModelsPrevious: >>110236458https://rentry.org/ldg-lazy-getting-started-guide>UIComfyUI: https://github.com/comfyanonymous/ComfyUISwarmUI: https://github.com/mcmonkeyprojects/SwarmUISDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineageWan2GP: https://github.com/deepbeepmeep/Wan2GPNeural-Pixel (sd.cpp): https://github.com/Luiz-Alcantara/Neural-Pixel>Checkpoints, LoRAs, & Upscalershttps://huggingface.co/modelshttps://huggingbay.xyzhttps://civitai.comhttps://civitaiarchive.comhttps://openmodeldb.info>Tuninghttps://github.com/spacepxl/demystifying-sd-finetuninghttps://github.com/ostris/ai-toolkithttps://github.com/Nerogar/OneTrainerhttps://github.com/tdrussell/diffusion-pipehttps://github.com/kohya-ss/sd-scriptshttps://github.com/kohya-ss/musubi-tuner>MOSShttps://github.com/OpenMOSS/MOSS-Image>F3Khttps://huggingface.co/black-forest-labs/flux-3-image-klein>Qwen Image 2.1https://huggingface.co/Qwen/Qwen-Image-2.1>MiniMax H3https://huggingface.co/Comfy-Org/MiniMax-H3https://neta.art/use-cases/en/h3-1000-prompt-list>Animahttps://huggingface.co/circlestone-labs/Animahttps://animastyles.thetacursed.comhttps://tagexplorer.github.io/https://animadex.net>Krea 2https://huggingface.co/krea/Krea-2-Rawhttps://huggingface.co/krea/Krea-2-Turbohttps://lumenastrum.github.io/clio-style-preview/gallery/>MiscShare Metadata: https://catbox.moe | https://litterbox.catbox.moe/Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusionArchive: https://rentry.org/sdg-linkCollage: https://rentry.org/neo_collage>Neighbors>>>/aco/csdg>>>/b/degen>>>/gif/vdg>>>/d/ddg>>>/e/edg>>>/h/hdg>>>/trash/slop>>>/vt/vtai>>>/u/udg>>>/hr/pdg>Local Text>>>/g/lmg>Maintain Thread Qualityhttps://rentry.org/debohttps://rentry.org/animanon
>mfw Resource news11/03/2026>P-H3-Image: Image generation and editing based on MiniMax-H3https://huggingface.co/PrunaAI/P-H3-Image>Wave Forcing: Towards Speed-of-Light Streaming Video Generationhttps://sjtu-deng-lab.github.io/WaveForcing>ComfyUI SPEED Sampler: Spectral Progressive Diffusion for Efficient Image and Video Generation https://github.com/StanLukuvka/ComfyUI-SPEED>Training-free Conditional Object Composition for Multi-object Image Generation with Diffusion Modelshttps://github.com/ShampooWang/condComp_imageGen/tree/main>SAVIER: Source-Anchored Visual Inspection and Evidence-Guided Repair for Vietnamese Cultural Text-to-Image Generationhttps://oxyzgiahuy.github.io/savier>ComfyUI-H3-SemanticTimeline: Semantic timeline conditioning for MiniMax H3 context windowshttps://github.com/Mikubs99/ComfyUI-H3-SemanticTimeline>Geiru Context Suite: Nodes for chaining MiniMax H3 clips without quality fallinghttps://github.com/roycho87/geiru_context_suite>Layout Editor for SwarmUIhttps://github.com/jambavant/SwarmUI-LayoutEditor>MOSS Manga Panel Layout Datasethttps://github.com/sepiablue-ai/ComfyUI-MossPanelDataset11/02/2026>SketchDirector: Complex Scene Sketching via Agentic Layout Reasoning and Detail Refinementhttps://yiki77.github.io/SketchDirector>SnapRef v1a reference adapter for Anima base v1.0https://huggingface.co/0ppxnhximxr/snapref-v1a>Anima RGBA: Transparent image generation for Animahttps://huggingface.co/localai0301/Anima-RGBA>H3 Continuity Studio — memory across scenes and camera angleshttps://github.com/KadoBOT/ComfyUI-H3-Continuity-Studio/releases/tag/v0.1.0>V2 of Qwen Image 2.1 Lightning LoRA from Lightx2vhttps://huggingface.co/lightx2v/Qwen-Image-2.1-Lightning-v2-RL11/01/2026>Sulphur-3 Minimax H3https://huggingface.co/FusionCow/Sulphur-3>chroma-h3: An image ("stills") fine-tune of MiniMaxAI/MiniMax-H3https://huggingface.co/lodestones/chroma-h3
>mfw Research news11/03/2026>SketchBloom: Training-Free Vector Sketch Outpainting with Stroke-Level Style Controlhttps://khangcntn123.github.io/SketchBloom>UniCaMo: Unified Camera and Motion Control for Video Diffusion Modelshttps://phongnhhn.info/Unicamo>FilmTogether: Cinematic Video Generation from Low-Cost Inputshttps://shiying-zhang.github.io/FilmTogether>Seeing the Unseen: Unified Visible--Invisible Motion for Physically Consistent Video Generationhttps://arxiv.org/abs/2611.00293>ODC: Orthogonal Drift Correction for Improved Text-to-Image Semantic Alignment at Inferencehttps://arxiv.org/abs/2611.00819>Running a 20B Video Diffusion Transformer on Consumer Hardware: A Deployment and Measurement Report for MiniMax H3 on Apple Siliconhttps://arxiv.org/abs/2611.00843>What Helps Denoising Can Hurt Memory: Rethinking History in Long Video Generationhttps://arxiv.org/abs/2611.00937>SE-Mem: Semantic-Episodic Memory for Scene-Consistent Generative View Synthesishttps://arxiv.org/abs/2611.00658>Regularized Wasserstein Distance for Discrete Generative Modeling and Clustering Analysishttps://arxiv.org/abs/2611.00653>FlowFPR: Flow Matching Prior for Oversampled Fourier Phase Retrievalhttps://arxiv.org/abs/2611.00157>SketchForge: Training-Free Scene-to-Vector Sketching via Decoupled Structure and Texture Optimizationhttps://khangcntn123.github.io/SketchForge>SASFormer: Stage-Aware Selective Attention Transformer for All-in-One Blind Image Restorationhttps://arxiv.org/abs/2611.00523>Efficient Image Denoising on Smartphone GPUs: Mobile AI 2026 Challenge Reporthttps://arxiv.org/abs/2611.00974
based collageception
>>110240844>i should never have started using an llm to write prompts. i am too lazy to fix them nowTake the moss pill and retvrn to tag-soup promptin'
Yo, how do you prevent LoRAs from deepfrying your results while still keeping the subject look like what you intend to
>>110241314lower lora strength while modifying the prompt to include a detailed visual description of the character
>>110241314train a better one
>>110241145>>110241150Fuck off
>Fuck off
>>110241195> >>110241156> That name sounds Japanese, I doubt is his real name.have you considered that nothing is real in his account
slop or kinomaybe another reroll...
>>110241354you cannot suppress information. anons will always thirst for knowledge.
>>110241366her right foot is a left foot. kind of exotic
>>110241369aids
>>110241361convince me
>>110241314Lora layer/block loader and/or training only specific lora blocks/layers
>>110241497english please
Is wan22 still the only viable video thing for 12gb vram? Does it at least have an anime shitmix like old wanimate yet?
>>110241522didnt i already answer ur question?
>>110241522man you have no idea how much h3 mogs, your best bet is to figure it out
>>110241529ltx is better
What is the recommended image model these days - SDXL?
>>110241534proof?
>>110241534are you sure
>>110241529Doesn't that shit have like 30B text encoder?
Is there anywhere I can read a normal explanation about those int8 convrot checkpoints and the way comfy currently handles memory management without having to go through tons of slopped pompous texts? It's kinda insane how h3 just werks on my 32gb ram / 16gb vram rig without any issues, while back with wan/ltx I had to compromise with low quant ggufs, use partial cpu offloading and various optimizations that would slow gen times tremendously
>>110241547"i dunno, i just gen"
>>110241559I've worked my harnesses in such a way that they give me non slopped non pompous explanations for things that run on my system. >>110241547int8 is magic
