Discussion and Development of Local Image, Video, and Audio… — bitchan

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Discussion and Development of Local Image, Video, and Audio Models https://rentry.org/ldg-lazy-getting-started-guide >UI ComfyUI: https://github.com/comfyanonymous/ComfyUI SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI SDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineage Wan2GP: https://github.com/deepbeepmeep/Wan2GP Neural-Pixel (sd.cpp): https://github.com/Luiz-Alcantara/Neural-Pixel >Checkpoints, LoRAs, & Upscalers https://huggingface.co/models https://huggingbay.xyz https://civitai.com https://civitaiarchive.com https://openmodeldb.info >Tuning https://github.com/spacepxl/demystifying-sd-finetuning https://github.com/ostris/ai-toolkit https://github.com/Nerogar/OneTrainer https://github.com/tdrussell/diffusion-pipe https://github.com/kohya-ss/sd-scripts https://github.com/kohya-ss/musubi-tuner >MOSS https://github.com/OpenMOSS/MOSS-Image >F3K https://huggingface.co/black-forest-labs/flux-3-image-klein >Qwen Image 2.1 https://huggingface.co/Qwen/Qwen-Image-2.1 >MiniMax H3 https://huggingface.co/Comfy-Org/MiniMax-H3 https://neta.art/use-cases/en/h3-1000-prompt-list >Anima https://huggingface.co/circlestone-labs/Anima https://animastyles.thetacursed.com https://tagexplorer.github.io/ https://animadex.net >Krea 2 https://huggingface.co/krea/Krea-2-Raw https://huggingface.co/krea/Krea-2-Turbo https://lumenastrum.github.io/clio-style-preview/gallery/ >Misc Share Metadata: https://catbox.moe | https://litterbox.catbox.moe/ Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusion Archive: https://rentry.org/sdg-link Collage: https://rentry.org/neo_collage >Neighbors >>>/aco/csdg >>>/b/degen >>>/gif/vdg >>>/d/ddg >>>/e/edg >>>/h/hdg >>>/trash/slop >>>/vt/vtai >>>/u/udg >Local Text >>>/g/lmg >Maintain Thread Quality https://rentry.org/debo https://rentry.org/animanon

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𓀐 @8p_xa-he: Blessed thread of frenship+

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𓀐 @ErAeN6x4: >mfw Research news 10/30/2026 >Hierarchical Diffusion for Camera-controlled Autoregressive Video Generation https://kaihua-chen.github.io/wanar_fixar >Self-Consistency Geometry Injection for Multi-view Consistent Image Generation https://arxiv.org/abs/2610.38518 >Aligning Misaligned Benchmarks for Single-View Novel View Synthesis https://arxiv.org/abs/2610.38349 >V-CAPE: Visual Consistency Assessment for Product Image Editing https://arxiv.org/abs/2610.38611 >Detecting Fine-Grained Differences between Image Datasets https://arxiv.org/abs/2610.38547 >Evaluating Visual Realism of AI-Generated Videos with Eye Tracking https://arxiv.org/abs/2610.38825 >Automatic Iconographic Annotation of Medieval Illuminations: Comparing Generative Vision-Language Models and Supervised Discriminative Classifiers https://arxiv.org/abs/2610.38462 >Residual Motion Splatting for Continuous Space-Time Video Super-Resolution https://arxiv.org/abs/2610.38499 >ConvRoute-ViT: Convolutional Token Routing for Efficient Vision Transformers https://arxiv.org/abs/2610.38284 >Intersectional Invariant Learning for Fair Deepfake Detection https://arxiv.org/abs/2610.37881 >WeVisCut: The Whole Editing Room in One Agent From Narration to Long-Form Video https://arxiv.org/abs/2610.38352 >MintFlow: Minimal Trajectory Intervention for Constrained Flow Matching https://arxiv.org/abs/2610.02260+

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𓀐 @M*zkAf5T: kek+

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𓀐 @-86ofvSz: Double blessed bread+

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𓀐 @ikioJ-Fx: >mfw Resource news 10/30/2026 >Pika H3 Flex: Built for professional iteration https://huggingface.co/Pika-Labs/Pika-H3-Flex >H3 Motion: Lift a subject out of a photo and drag it into motion https://github.com/PxTicks/h3-motion >Idol: A single image to a 3D Gaussian splat https://huggingface.co/speridlabs/idol https://github.com/Nynxz/ComfyUI-Idol >Don't Ask the LLM: Visual Token Pruning with Spectral Structure and Semantic Relevance https://github.com/sejong-rcv/ST-Pruner >MEV: A Multi-Event Video Dataset for Long-Take Generation https://mev-dataset.github.io >IntReal: A Real-World Dataset and Benchmark for Multimodal Interleaved Generation https://yushaohan.github.io/IntReal >Wavelet Phase Diffusion for Structurally and Semantically Consistent Sim-to-Real Translation https://kit-mrt.github.io/Wavelet-Phase-Diffusion >CreatorOS Studio: One recurring character, from a one-line brief to a finished reel https://github.com/thePloggy/CreatorOS-Studio >ZenTrainer: Train LoRAs inside ComfyUI, and watch them learn https://github.com/Nynxz/ZenTrainer 10/29/2026 >NVIDIA FastGen: Fast Generation from Diffusion Models https://github.com/NVlabs/fastgen >minimax_h3_open_regenerate_2k_refiner_rank_384_bf16 https://huggingface.co/Kijai/MiniMax-H3-experimental/blob/main/loras/minimax_h3_open_regenerate_2k_refiner_rank_384_bf16.safetensors >SpEdE — Splat Edit Engine for ComfyUI https://github.com/Burgstall-labs/ComfyUI-SpEdE >Directors Cut: A local asset and REF2VA video studio for ComfyUI, powered by Qwen-Image 2.1, MiniMax H3 https://github.com/leonardofrito/Directors-Cut >AReA: Training-free attention mechanism for generating images beyond DiT training resolutions https://github.com/KooroshRH/AReA >Hy-Nomas: Towards Free-Form Interactive World Generation https://hy-nomas.hy.tencent.com 10/28/2026 >Open-H3-Regenerate-2K: High-Resolution Video Refinement with Few-Step Diffusion https://nvlabs.github.io/Sana/Open-H3-Regenerate-2K+ 1

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𓀐 @dGYqjy4H: Thank you, I need to read the news to get hard and gen adequately.+

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𓀐 @uX-XzX*A: Alternative Collage+

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𓀐 @cvPhuuFY: Some anon is cooking in the porn thread.+ 2

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𓀐 @h2Cq_?kx: based self-replier+

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𓀐 @P~ysPyMc: link?+

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𓀐 @ZPRW7xKe: >llama-cli >sd-cli let me guess, you need more?+

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𓀐 @hex~A9Bb: Ani has been correct+

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𓀐 @yr?j=G*m: writing a song about the past kind of made me depressed once I realized how shit everything is right now, ai powered time travel when?+ 1

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𓀐 @?Lw3uMa+: >writing a song are you writing a song, or is an ai writing a song and you're pretending its you? >I realized how shit everything is right now you thought everything before was shit too. and everything in the future will be shit. maybe the problem is you, your unwillingness to find what is good in this moment >ai powered time travel when? you wasted it the first time. you'd waste it the second time. the problem isn't when you are, or what has happened. the problem is you're not finding the shining resonance in the moment you have now tldr: today is a good day and tomorrow can be good too, if you choose+

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𓀐 @-ZK69YSj: Oh wow, another scatjak bake. Dead, no discussion, just a bot spamming slop. Just perfect.+ 1

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𓀐 @NrWHu*8z: What would you like to talk about?+

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𓀐 @4L?p9RWo: >early internet creepypasta, creepy face+

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𓀐 @msPB_*aK: i just have more fun with pony and illustrious+

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𓀐 @doid_gYa: So do yall just generate random shit your models are capable of generating? Never seen anyone do anything but slap random shit together. Clearly limited by your models.+

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𓀐 @+ZMFBRi2: i am going to sleep now, but the kinoplexatorium will screen more medieval kinos later yeah i think some seige engine activity would be cool+

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𓀐 @3ahq~gVo: https://huggingface.co/Gazingstars123/Anima-2.9B When the fuck did fat anima drop? Worth or slop?+

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𓀐 @StPkzdZJ: Discussion and Development of Local Image, Video, and Audio Models https://rentry.org/ldg-lazy-getting-started-guide >UI ComfyUI: https://github.com/comfyanonymous/ComfyUI SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI SDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineage Wan2GP: https://github.com/deepbeepmeep/Wan2GP Neural-Pixel (sd.cpp): https://github.com/Luiz-Alcantara/Neural-Pixel >Checkpoints, LoRAs, & Upscalers https://huggingface.co/models https://huggingbay.xyz https://civitai.com https://civitaiarchive.com https://openmodeldb.info >Tuning https://github.com/spacepxl/demystifying-sd-finetuning https://github.com/ostris/ai-toolkit https://github.com/Nerogar/OneTrainer https://github.com/tdrussell/diffusion-pipe https://github.com/kohya-ss/sd-scripts https://github.com/kohya-ss/musubi-tuner >MOSS https://github.com/OpenMOSS/MOSS-Image >F3K https://huggingface.co/black-forest-labs/flux-3-image-klein >Qwen Image 2.1 https://huggingface.co/Qwen/Qwen-Image-2.1 >MiniMax H3 https://huggingface.co/Comfy-Org/MiniMax-H3 https://neta.art/use-cases/en/h3-1000-prompt-list >Anima https://huggingface.co/circlestone-labs/Anima https://animastyles.thetacursed.com https://tagexplorer.github.io/ https://animadex.net >Krea 2 https://huggingface.co/krea/Krea-2-Raw https://huggingface.co/krea/Krea-2-Turbo https://lumenastrum.github.io/clio-style-preview/gallery/ >Misc Share Metadata: https://catbox.moe | https://litterbox.catbox.moe/ Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusion Archive: https://rentry.org/sdg-link Collage: https://rentry.org/neo_collage >Neighbors >>>/aco/csdg >>>/b/degen >>>/gif/vdg >>>/d/ddg >>>/e/edg >>>/h/hdg >>>/trash/slop >>>/vt/vtai >>>/u/udg >Local Text >>>/g/lmg >Maintain Thread Quality https://rentry.org/debo https://rentry.org/animanon+ 22

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𓀐 @yQWyyNQf: Also >>>/trash/pdg Please include this in your future bakes.+

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𓀐 @SPsVWJ3P: You can really just prompt moss for anything and it'll give it to you, huh Did imggen just get solved?+ 1

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𓀐 @Con*eJjA: Had been solved since Chroma days, Moss is just a refinement on top of what Chroma started (and still does better in some areas). Kromoss may be the final imagegen solution.+

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𓀐 @FR_?PNrd: ok+

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𓀐 @fynaMhqZ: moss is like sdxl but newer and better+

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𓀐 @KKzB8QKm: >mfw Resource news 11/01/2026 >Sulphur-3 Minimax H3 https://huggingface.co/FusionCow/Sulphur-3 >chroma-h3: An image ("stills") fine-tune of MiniMaxAI/MiniMax-H3 https://huggingface.co/lodestones/chroma-h3 >Slopus: AI media harness for planning, generating, and editing locally https://github.com/bitti-ai/slopus >Scaling Transformer Energy-Based Models for High Quality Image Synthesis https://int-lee.github.io/scalable-ebm >MiniMax-H3 Prompt Rewriter (Ref2VA) https://huggingface.co/lightx2v/MiniMax-H3-Prompt-Rewriter-Qwen3.8-27B-Ref2VA >psd-layer-vae: An RGBA autoencoder for editable layered PSDs https://huggingface.co/Yidhar/psd-layer-vae >ComfyUI-MiniMaxH3-PrefixStream: High-performance Prefix KV Caching & Streaming Long Video Suite https://github.com/knoic/ComfyUI-MiniMaxH3-PrefixStream >RTX 5090 96GB Mods Confirmed by US Modder https://shiftdelete.net/en/rtx-5090-96gb 10/31/2026 >HairDeck: Animation-Ready Stylized Hair Cards from a Single Image https://hyzcluster.github.io/HairDeck >MiniMax H3 X2 Detail VAE https://huggingface.co/speach1sdef178/MiniMax-H3-X2-Detail-VAE >Pika H3 Flex Turbo LoRA https://huggingface.co/akhaliq/Pika-H3-Flex-Turbo-LoRA >Primal VAE https://huggingface.co/ostris/primal_vae >Tessera: Production video upscaling for ComfyUI, built on MiniMax H3 — 544p to 4K/8K on one consumer GPU https://github.com/hashu786/ComfyUI-Tessera >Unlocking Any-Order Generation in Pretrained Autoregressive Image Models https://github.com/Ordered-AR/unlockedadaptation >Intrinsic Distribution Matching https://github.com/inclusionAI/IDM >Video Generation Meets Agent Harness: Agentic Video Generation, Agentic World Modeling and Recursive Self-Improvement https://agentic-videogen.github.io >CAD-WAM: Anticipating Geometry for Text-to-CAD Generation https://github.com/Lzy-1037/CAD-WAM >FastSDCPU Halloween release - Fibo 2.0 Edit Turbo image editing https://github.com/rupeshs/fastsdcpu/releases/tag/v1.0.0-beta.620+ 1

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𓀐 @EWThcJJm: > >Sulphur-3 Minimax H3 > https://huggingface.co/FusionCow/Sulphur-3 > Please see read.md for the README lol+

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𓀐 @fYw2k5dD: >gays >blacks no. gen a song.+ 1

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𓀐 @u=DYDW-d: ok gay+

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𓀐 @WuLo-qQZ: Sure! https://drive.proton.me/urls/589NKVGAAW#Z4rrnsqhT2TA Trigger is MauraR+

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𓀐 @g=BCiZ7_: Yep, it's a pretty insane Fate Gear LoRA. Plus it can do perfect Maki Oyama voice even though it only had like 3 of her songs in there. https://vocaroo.com/1gWtTrdtr7S7 Heads up if you're using Ruach Studio, make sure "free tempo" is disabled, which can turn itself on from just clicking on the caption box, can fuck up your generations (took me a few days to wrap my head around why my songs were coming out 7+ mins long and all slow and fucked up kek) I might do a rentry on this one soon as the potential is so much higher than ACEStep XL.+ 1

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𓀐 @~hsH8fur: As for Yousei Teikoku attempt, I ran a few experimental runs and I'm sure I'm close. So far the issue has been the voice. I'm testing on tiny datasets, so after increasing the rank to get closer the model learned a little too fast. But if I'm a bit more patient, and let my earlier runs go for double or triple the epoch count, or perhaps even expand my dataset, I'm sure it'll be there too This is at max rank and a slightly earlier epoch (still a bit fried) https://vocaroo.com/18bcuq65Sjbg https://vocaroo.com/1nasrnvLuCBz https://vocaroo.com/16X14UuUV1Ii+

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𓀐 @CSD5C8aH: Is there a model that goes both ways? As in, you can feed it an image and it'll spit out a prompt and if you run it with that prompt you'll get an image that could could as well be another take on the idea of the original idea by the same artist. One of the biggest hurdles has always been figuring out what makes any given model tick. What they respond to and how. Imagine if you could just as the model itself.+

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𓀐 @g*YrSCWi: boy i sure hope this >1hour long gen turns out alright+ 1

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𓀐 @aoLSXxHp: thank fuck+

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𓀐 @EM+Xpwsn: What LLM do I use to write and modify prompts with no "I can't do that request"?+

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𓀐 @D5WFSp7q: is there any getting around singing into civitai ? Ive been using civarchive but so much stuff is only on civit and im too paranoid to tie my email to 2foot futa cock loras+

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𓀐 @cXDjU=_4: What was the prompt to the clanker?+

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𓀐 @PANgNTmv: Why post in this thread if you're gonna be a useless image only posting cunt? Go post in /trash/ where you belong. This is a tech thread, not your shitty slop den.+

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𓀐 @NeDeA3Ro: That's not the point. If you don't want to discuss the tech, it's fine. Just go to an appropriate board like /trash/ or /b/.+

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𓀐 @n?H6iRDU: had no luck with the ones I usually use, any suggestions for one that isnt blocked ?+ 1

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𓀐 @sPmHmQbq: >[space][question mark] not helping you+

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𓀐 @VQfDFv+T: Discussion and Development of Local Image, Video, and Audio Models https://rentry.org/ldg-lazy-getting-started-guide >UI ComfyUI: https://github.com/comfyanonymous/ComfyUI SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI SDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineage Wan2GP: https://github.com/deepbeepmeep/Wan2GP Neural-Pixel (sd.cpp): https://github.com/Luiz-Alcantara/Neural-Pixel >Checkpoints, LoRAs, & Upscalers https://huggingface.co/models https://huggingbay.xyz https://civitai.com https://civitaiarchive.com https://openmodeldb.info >Tuning https://github.com/spacepxl/demystifying-sd-finetuning https://github.com/ostris/ai-toolkit https://github.com/Nerogar/OneTrainer https://github.com/tdrussell/diffusion-pipe https://github.com/kohya-ss/sd-scripts https://github.com/kohya-ss/musubi-tuner >MOSS https://github.com/OpenMOSS/MOSS-Image >F3K https://huggingface.co/black-forest-labs/flux-3-image-klein >Qwen Image 2.1 https://huggingface.co/Qwen/Qwen-Image-2.1 >MiniMax H3 https://huggingface.co/Comfy-Org/MiniMax-H3 https://neta.art/use-cases/en/h3-1000-prompt-list >Anima https://huggingface.co/circlestone-labs/Anima https://animastyles.thetacursed.com https://tagexplorer.github.io/ https://animadex.net >Krea 2 https://huggingface.co/krea/Krea-2-Raw https://huggingface.co/krea/Krea-2-Turbo https://lumenastrum.github.io/clio-style-preview/gallery/ >Misc Share Metadata: https://catbox.moe | https://litterbox.catbox.moe/ Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusion Archive: https://rentry.org/sdg-link Collage: https://rentry.org/neo_collage >Neighbors >>>/aco/csdg >>>/b/degen >>>/gif/vdg >>>/d/ddg >>>/e/edg >>>/h/hdg >>>/trash/slop >>>/vt/vtai >>>/u/udg >Local Text >>>/g/lmg >Maintain Thread Quality https://rentry.org/debo https://rentry.org/animanon+ 24

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𓀐 @Kih4_VC-: >mfw Resource news 11/02/2026 >SketchDirector: Complex Scene Sketching via Agentic Layout Reasoning and Detail Refinement https://yiki77.github.io/SketchDirector >SnapRef v1a reference adapter for Anima base v1.0 https://huggingface.co/0ppxnhximxr/snapref-v1a >Anima RGBA: Transparent image generation for Anima https://huggingface.co/localai0301/Anima-RGBA >H3 Continuity Studio — memory across scenes and camera angles https://github.com/KadoBOT/ComfyUI-H3-Continuity-Studio/releases/tag/v0.1.0 >V2 of Qwen Image 2.1 Lightning LoRA from Lightx2v https://huggingface.co/lightx2v/Qwen-Image-2.1-Lightning-v2-RL 11/01/2026 >Sulphur-3 Minimax H3 https://huggingface.co/FusionCow/Sulphur-3 >chroma-h3: An image ("stills") fine-tune of MiniMaxAI/MiniMax-H3 https://huggingface.co/lodestones/chroma-h3 >Slopus: AI media harness for planning, generating, and editing locally https://github.com/bitti-ai/slopus >Scaling Transformer Energy-Based Models for High Quality Image Synthesis https://int-lee.github.io/scalable-ebm >MiniMax-H3 Prompt Rewriter (Ref2VA) https://huggingface.co/lightx2v/MiniMax-H3-Prompt-Rewriter-Qwen3.8-27B-Ref2VA >psd-layer-vae: An RGBA autoencoder for editable layered PSDs https://huggingface.co/Yidhar/psd-layer-vae >ComfyUI-MiniMaxH3-PrefixStream: High-performance Prefix KV Caching & Streaming Long Video Suite https://github.com/knoic/ComfyUI-MiniMaxH3-PrefixStream >RTX 5090 96GB Mods Confirmed by US Modder https://shiftdelete.net/en/rtx-5090-96gb 10/31/2026 >HairDeck: Animation-Ready Stylized Hair Cards from a Single Image https://hyzcluster.github.io/HairDeck >MiniMax H3 X2 Detail VAE https://huggingface.co/speach1sdef178/MiniMax-H3-X2-Detail-VAE >Pika H3 Flex Turbo LoRA https://huggingface.co/akhaliq/Pika-H3-Flex-Turbo-LoRA >Primal VAE https://huggingface.co/ostris/primal_vae >Tessera: Production video upscaling for ComfyUI, built on MiniMax H3 — 544p to 4K/8K on one consumer GPU https://github.com/hashu786/ComfyUI-Tessera+

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𓀐 @jjNMATdE: /pdg/ - Porn Diffusion General >>>/hr/5300860 >>>/hr/5300860 >>>/hr/5300860 Migrated to /hr/+

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𓀐 @LyJhrde6: Thank you+

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𓀐 @?4=H-*Jz: >loses daily >still persists Just close the tab+

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𓀐 @vaEkmXkT: Ah, I see the troll is going into overdrive after getting wiped by mods. Shame because he was so cocky and sure of himself before Yeah I dont know why debo won't take a hint that no one here likes him at all+

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𓀐 @BgB=DhTJ: i don't get fun poses and angles in Moss. any tips??+

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𓀐 @S9V~DxyY: How are people training their character loras with success? I've tried both OT and AIT and the results are not great. Genning on SFT and the image is all warpy/bowed. I don't understand how people are achieving perfect likeness. Krea 2 was is easier to train+

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𓀐 @UxFQ*48q: >The white fog around the character It's also a booru tag+

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𓀐 @h5Y~6pdb: What's up with schizophrenia in this general+

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𓀐 @pkFDLQj3: Don't think there's much point in genning above 1MP as a one pass with moss. This is 3MP 50 steps and the small details aren't much improved vs 1MP. You're probably better off tiling.+

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𓀐 @ZECsmwYp: mods don't give a shit about links. there is zero consistency, they removed both rentry threads no rentry threads, let's not be dishonest here. there was a massive board wipe an hour ago, that op got swept along. figure out what happened yourself+

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𓀐 @y-QpACPc: interpersonal drama is off topic!+

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𓀐 @BW*H+Wh~: Best prompt and seed?+

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𓀐 @xN=27Yhs: the sex movements h3 produces dont look quite right 90% of the time. and im already using all the loras and checkpoints and prompting i can+

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𓀐 @NRDa4i6q: 4070 is poverty now?+ 1

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𓀐 @q=xSc4AY: It isn't, it's mid. Thread's always full of comfyorg employees who will always shame you for not buying the most obscenely priced nshittia garbage. Literally seen them advocating for taking loans to buy 4090/5090.+

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𓀐 @~WMsG8Ui: simply close the thread if you don't like it :]+ 1

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𓀐 @3gF*ZXa?: agreed+

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𓀐 @RMx9aqw7: are you doing futa on female? what seems to happen is it makes the futa thats doing the thrusting also do like a cowgirl motion where she is also kind of bouncing up and down instead of thrusting her feminine penis into the womans vagina+

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𓀐 @zQMM3Kh2: >its sucks >okay maybe not but it's untrainable >okay maybe you can train it but uh... it sucks at >1MP What's the next FUD?+

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𓀐 @+anS9SLf: How would you like to gen 3x faster? for the same results? This is what I'm proposing. Do you have brain damage?+ 1

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𓀐 @c7Cb9t=b: Post your gens, because unlike you I tested it and images improve up to 8mp. Are you upset other anons can take full advantage of the model? There is nothing you can create that could even touch the average most poster either.+

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𓀐 @w9EfbMKm: not exactly same 1 to 1 identical seed results fucktard+

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𓀐 @pfG6LKgL: Be very careful with what you reply to this post.+

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𓀐 @-HSnknc7: Discussion and Development of Local Image, Video, and Audio Models https://rentry.org/ldg-lazy-getting-started-guide >UI ComfyUI: https://github.com/comfyanonymous/ComfyUI SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI SDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineage Wan2GP: https://github.com/deepbeepmeep/Wan2GP Neural-Pixel (sd.cpp): https://github.com/Luiz-Alcantara/Neural-Pixel >Checkpoints, LoRAs, & Upscalers https://huggingface.co/models https://huggingbay.xyz https://civitai.com https://civitaiarchive.com https://openmodeldb.info >Tuning https://github.com/spacepxl/demystifying-sd-finetuning https://github.com/ostris/ai-toolkit https://github.com/Nerogar/OneTrainer https://github.com/tdrussell/diffusion-pipe https://github.com/kohya-ss/sd-scripts https://github.com/kohya-ss/musubi-tuner >MOSS https://github.com/OpenMOSS/MOSS-Image >F3K https://huggingface.co/black-forest-labs/flux-3-image-klein >Qwen Image 2.1 https://huggingface.co/Qwen/Qwen-Image-2.1 >MiniMax H3 https://huggingface.co/Comfy-Org/MiniMax-H3 https://neta.art/use-cases/en/h3-1000-prompt-list >Anima https://huggingface.co/circlestone-labs/Anima https://animastyles.thetacursed.com https://tagexplorer.github.io/ https://animadex.net >Krea 2 https://huggingface.co/krea/Krea-2-Raw https://huggingface.co/krea/Krea-2-Turbo https://lumenastrum.github.io/clio-style-preview/gallery/ >Misc Share Metadata: https://catbox.moe | https://litterbox.catbox.moe/ Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusion Archive: https://rentry.org/sdg-link Collage: 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 (new) >Local Text >>>/g/lmg >Maintain Thread Quality https://rentry.org/debo https://rentry.org/animanon+ 16

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𓀐 @a~QaQW=h: Blessed thread of frenship+

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𓀐 @KHLfe9Cz: >only 6 gens out of 300 replies GRIM+ 2

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𓀐 @du?x=5tU: ogre+

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𓀐 @2d~~i4XQ: It always feels special when the faggollage is a small curated selection that showcases the bakers tastes clearly, rather than a faggollage with a million pics that's more like a participation trophy.+

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𓀐 @i6xUR2Kq: >mfw Resource news 11/02/2026 >SketchDirector: Complex Scene Sketching via Agentic Layout Reasoning and Detail Refinement https://yiki77.github.io/SketchDirector >SnapRef v1a reference adapter for Anima base v1.0 https://huggingface.co/0ppxnhximxr/snapref-v1a >Anima RGBA: Transparent image generation for Anima https://huggingface.co/localai0301/Anima-RGBA >H3 Continuity Studio — memory across scenes and camera angles https://github.com/KadoBOT/ComfyUI-H3-Continuity-Studio/releases/tag/v0.1.0 >V2 of Qwen Image 2.1 Lightning LoRA from Lightx2v https://huggingface.co/lightx2v/Qwen-Image-2.1-Lightning-v2-RL 11/01/2026 >Sulphur-3 Minimax H3 https://huggingface.co/FusionCow/Sulphur-3 >chroma-h3: An image ("stills") fine-tune of MiniMaxAI/MiniMax-H3 https://huggingface.co/lodestones/chroma-h3 >Slopus: AI media harness for planning, generating, and editing locally https://github.com/bitti-ai/slopus >Scaling Transformer Energy-Based Models for High Quality Image Synthesis https://int-lee.github.io/scalable-ebm >MiniMax-H3 Prompt Rewriter (Ref2VA) https://huggingface.co/lightx2v/MiniMax-H3-Prompt-Rewriter-Qwen3.8-27B-Ref2VA >psd-layer-vae: An RGBA autoencoder for editable layered PSDs https://huggingface.co/Yidhar/psd-layer-vae >ComfyUI-MiniMaxH3-PrefixStream: High-performance Prefix KV Caching & Streaming Long Video Suite https://github.com/knoic/ComfyUI-MiniMaxH3-PrefixStream >RTX 5090 96GB Mods Confirmed by US Modder https://shiftdelete.net/en/rtx-5090-96gb 10/31/2026 >HairDeck: Animation-Ready Stylized Hair Cards from a Single Image https://hyzcluster.github.io/HairDeck >MiniMax H3 X2 Detail VAE https://huggingface.co/speach1sdef178/MiniMax-H3-X2-Detail-VAE >Pika H3 Flex Turbo LoRA https://huggingface.co/akhaliq/Pika-H3-Flex-Turbo-LoRA >Primal VAE https://huggingface.co/ostris/primal_vae >Tessera: Production video upscaling for ComfyUI, built on MiniMax H3 — 544p to 4K/8K on one consumer GPU https://github.com/hashu786/ComfyUI-Tessera+ 1

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𓀐 @+stytKL2: Thank you debo.+

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𓀐 @tVQW4Xtc: >mfw Research news 11/02/2026 >RADI3N: GeometRic ImAge EDiting via ParametrIc 3D CoNtrol https://arxiv.org/abs/2610.40973 >GenDSR: Transferring Representations from Video Generation Models for Dynamic Spatial Reasoning https://arxiv.org/abs/2610.41314 >Any Forcing: Any-Step Generality and One-Step Stability for Autoregressive Video Generation https://arxiv.org/abs/2610.42031 >Latent Reasoning in Continuous Space for Unified Multimodal Models https://arxiv.org/abs/2610.42149 >GeoFlip: Benchmarking Geometry-Sensitive Physics in Video Generation https://arxiv.org/abs/2610.42002 >A Better Critic Matters for Distribution Matching Distillation https://peppaking8.github.io/critic-matters >No Channels Left Behind: Understanding Diffusion Acceleration through Residual Gates https://arxiv.org/abs/2610.40914 >TACO: Trajectory-Aware Curvature Observation for Memorization Localization and Mitigation in Diffusion Models https://arxiv.org/abs/2610.41520 >Grounding Image Composition with Label-Conditioned Visual Evidence https://arxiv.org/abs/2610.41080 >MoETok: Sparse Expert Routing for 1D Visual Tokenizers https://gjhhust.github.io/moetok-project >Coarse3D: Controllable and Faithful Sparse Structure Generation for Image-to-3D https://arxiv.org/abs/2610.41231 >From Evaluation to Evolution: Benchmarking Image Editing and Evolving Image Models https://arxiv.org/abs/2610.41210 >Scout-Refine-Correct: Teaching Flow Models to Refine Their Own Samples https://arxiv.org/abs/2610.41598 >Retrieval-Augmented Initialization with Dual-Guided Inversion for Flow-Based Inverse Problem Solvers https://arxiv.org/abs/2610.41695 >Understanding the Performance Plateau in Text-to-Video Retrieval: A Comprehensive Empirical and Linguistic Analysis https://arxiv.org/abs/2605.00826+

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𓀐 @64a+NHRc: Thanks for adding /pdg/ to the OP. It's retarded that all other nsfw boards allow AI but /s/ and /hc/ explicitly ban it. /hr/ is really the only board that makes sense for it.+

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𓀐 @-m_oYmS8: TY 4 bake, based baker fren+ 1

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𓀐 @ZibiTfgZ: No problem ;)+

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𓀐 @zDb3a~Nv: has this information been helpful for your generations in any way?+ 1

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𓀐 @5e8HB4=c: Yes, seeing which tokens and words affect which parts of the image is helpful. It also has uses for training that I plan to explore soon.+

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𓀐 @DQbGqtPD: >open up video player >generation OOMs man+ 1

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𓀐 @8*2CTM89: >not leaving a little vram headroom for your desktop >not logging into your dedicated prompting server from your cozy laptop bed setup+

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𓀐 @vQyM_B2i: damn... gemini 4 argon is so OP with the booru captioning. I was almost going to give up doing cherry and lime because of the inadequate and hallucinated caption results i was getting with 3.8 flash.+ 1

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𓀐 @24R6R_mA: how much you paying per image?+

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𓀐 @KMH4+K3H: Discussion and Development of Local Image, Video, and Audio Models https://rentry.org/ldg-lazy-getting-started-guide >UI ComfyUI: https://github.com/comfyanonymous/ComfyUI SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI SDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineage Wan2GP: https://github.com/deepbeepmeep/Wan2GP Neural-Pixel (sd.cpp): https://github.com/Luiz-Alcantara/Neural-Pixel >Checkpoints, LoRAs, & Upscalers https://huggingface.co/models https://huggingbay.xyz https://civitai.com https://civitaiarchive.com https://openmodeldb.info >Tuning https://github.com/spacepxl/demystifying-sd-finetuning https://github.com/ostris/ai-toolkit https://github.com/Nerogar/OneTrainer https://github.com/tdrussell/diffusion-pipe https://github.com/kohya-ss/sd-scripts https://github.com/kohya-ss/musubi-tuner >MOSS https://github.com/OpenMOSS/MOSS-Image >F3K https://huggingface.co/black-forest-labs/flux-3-image-klein >Qwen Image 2.1 https://huggingface.co/Qwen/Qwen-Image-2.1 >MiniMax H3 https://huggingface.co/Comfy-Org/MiniMax-H3 https://neta.art/use-cases/en/h3-1000-prompt-list >Anima https://huggingface.co/circlestone-labs/Anima https://animastyles.thetacursed.com https://tagexplorer.github.io/ https://animadex.net >Krea 2 https://huggingface.co/krea/Krea-2-Raw https://huggingface.co/krea/Krea-2-Turbo https://lumenastrum.github.io/clio-style-preview/gallery/ >Misc Share Metadata: https://catbox.moe | https://litterbox.catbox.moe/ Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusion Archive: https://rentry.org/sdg-link Collage: 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 (new) >Local Text >>>/g/lmg+ 14

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𓀐 @d=yYk8xv: Shitbake >Maintain Thread Quality https://rentry.org/debo https://rentry.org/animanon+ 1

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𓀐 @WEQK5t98: Happy 21k rentry views nigbo You deserve it :]+

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𓀐 @8XSmpJDh: thanks for baking+

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𓀐 @S*YQvrRo: I'm not invested in whatever fight is going on this general, but, what's the point of putting effort in making a new thread without the rentry links if someone is going to post them as the first reply of the thread and then multiple times after? For example Doesn't that brings more attention to the links? Or is that your intention? I'm not on the side of anyone in special, I'm just curious. >also Can't post my NSFW gens here. >>>/hr/5301411+ 2

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𓀐 @DkVnkH9H: >Doesn't that brings more attention to the links? He's not the brightest.+

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𓀐 @bcWWDEn7: cause janny deletes his reply+

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𓀐 @Wn?Z3-cS: >training in 1.5, xl, illu, zim >np >training in anima, moss, krea >nightmare what gives+ 1

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𓀐 @A4rCu=Rg: Is that related to Vram, captioning, or what? Have edit models progressed enough to just edit a character appearance later?+

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𓀐 @LQC6nGXE: >mfw Resource news- 11/03/2026 >P-H3-Image: Image generation and editing based on MiniMax-H3 https://huggingface.co/PrunaAI/P-H3-Image >Wave Forcing: Towards Speed-of-Light Streaming Video Generation https://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 Models https://github.com/ShampooWang/condComp_imageGen/tree/main >SAVIER: Source-Anchored Visual Inspection and Evidence-Guided Repair for Vietnamese Cultural Text-to-Image Generation https://oxyzgiahuy.github.io/savier >ComfyUI-H3-SemanticTimeline: Semantic timeline conditioning for MiniMax H3 context windows https://github.com/Mikubs99/ComfyUI-H3-SemanticTimeline >Geiru Context Suite: Nodes for chaining MiniMax H3 clips without quality falling https://github.com/roycho87/geiru_context_suite >Layout Editor for SwarmUI https://github.com/jambavant/SwarmUI-LayoutEditor >MOSS Manga Panel Layout Dataset https://github.com/sepiablue-ai/ComfyUI-MossPanelDataset 11/02/2026 >SketchDirector: Complex Scene Sketching via Agentic Layout Reasoning and Detail Refinement https://yiki77.github.io/SketchDirector >SnapRef v1a reference adapter for Anima base v1.0 https://huggingface.co/0ppxnhximxr/snapref-v1a >Anima RGBA: Transparent image generation for Anima https://huggingface.co/localai0301/Anima-RGBA >H3 Continuity Studio — memory across scenes and camera angles https://github.com/KadoBOT/ComfyUI-H3-Continuity-Studio/releases/tag/v0.1.0 >V2 of Qwen Image 2.1 Lightning LoRA from Lightx2v https://huggingface.co/lightx2v/Qwen-Image-2.1-Lightning-v2-RL 11/01/2026 >Sulphur-3 Minimax H3 https://huggingface.co/FusionCow/Sulphur-3 >chroma-h3: An image ("stills") fine-tune of MiniMaxAI/MiniMax-H3 https://huggingface.co/lodestones/chroma-h3+

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𓀐 @4yqPhZ8G: >mfw Research news- 11/03/2026 >SketchBloom: Training-Free Vector Sketch Outpainting with Stroke-Level Style Control https://khangcntn123.github.io/SketchBloom >UniCaMo: Unified Camera and Motion Control for Video Diffusion Models https://phongnhhn.info/Unicamo >FilmTogether: Cinematic Video Generation from Low-Cost Inputs https://shiying-zhang.github.io/FilmTogether >Seeing the Unseen: Unified Visible--Invisible Motion for Physically Consistent Video Generation https://arxiv.org/abs/2611.00293 >ODC: Orthogonal Drift Correction for Improved Text-to-Image Semantic Alignment at Inference https://arxiv.org/abs/2611.00819 >Running a 20B Video Diffusion Transformer on Consumer Hardware: A Deployment and Measurement Report for MiniMax H3 on Apple Silicon https://arxiv.org/abs/2611.00843 >What Helps Denoising Can Hurt Memory: Rethinking History in Long Video Generation https://arxiv.org/abs/2611.00937 >SE-Mem: Semantic-Episodic Memory for Scene-Consistent Generative View Synthesis https://arxiv.org/abs/2611.00658 >Regularized Wasserstein Distance for Discrete Generative Modeling and Clustering Analysis https://arxiv.org/abs/2611.00653 >FlowFPR: Flow Matching Prior for Oversampled Fourier Phase Retrieval https://arxiv.org/abs/2611.00157 >SketchForge: Training-Free Scene-to-Vector Sketching via Decoupled Structure and Texture Optimization https://khangcntn123.github.io/SketchForge >SASFormer: Stage-Aware Selective Attention Transformer for All-in-One Blind Image Restoration https://arxiv.org/abs/2611.00523 >Efficient Image Denoising on Smartphone GPUs: Mobile AI 2026 Challenge Report https://arxiv.org/abs/2611.00974+

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𓀐 @C5Jy7kxd: Is H3EroxMax the best current version of MiniMax to gening porn and videos in general? The workflow is pretty fast, and the upscale for resolution and FPS works pretty well. I still have to make those two kiss.+ 1

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𓀐 @euoETbPw: For porn yes but not for videos in general, regular minimax is better for that+

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𓀐 @Rr4unxFn: I'm trying to gen a videos with girls tribbing, image to video, MiniMax keeps adding a benis between them... I update my prompt, MiniMax keeps making their vaginas stick together... I may need to prompt an image with their vaginas clearly separated. GiPiTi, as that real?+ 1

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𓀐 @_5KXjJQy: we in btw+

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