Previously on /sdg/: >>110084443 >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>Minimax H3https://huggingface.co/Comfy-Org/MiniMax-H3>Krea 2https://huggingface.co/krea/Krea-2-Rawhttps://huggingface.co/krea/Krea-2-Turbohttps://lumenastrum.github.io/clio-style-preview/gallery/>Qwen Image 2.1https://huggingface.co/Qwen/Qwen-Image-2.1>Z-Imagehttps://comfyanonymous.github.io/ComfyUI_examples/z_image>Flux.2 Dev/Kleinhttps://comfyanonymous.github.io/ComfyUI_examples/flux2>Chromahttps://comfyanonymous.github.io/ComfyUI_examples/chroma>Animahttps://huggingface.co/circlestone-labs/Anima>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>>>/aco/csdg/>>>/b/degen>>>/d/ddg>>>/e/edg>>>/gif/vdg>>>/h/hdg>>>/tg/slop>>>/trash/sdg>>>/u/udg>>>/vp/napt>>>/vt/vtaiOP https://rentry.co/twkuk8tz
>>110097486i guess we should add moss to the OP if it fits>Moss Imagehttps://huggingface.co/Comfy-Org/MOSS-Imagehttps://huggingface.co/lodestones/MOSS-Image-SFT-8-steps-dmd
>mfw Resource news10/17/2026>MOSS-Image-SFT (INT8 ConvRot) for ComfyUI https://huggingface.co/Abiray/MOSS-Image-SFT-INT8-convrot>Run Models Optimally On Your Local NVIDIA AI Systemhttps://nvidia.github.io/local-ai-inference-recipes10/16/2026>MOSS-Image: Text-to-Image Generation with Native Layout Controlhttps://openmoss.ai/MOSS-Image>MOSS-image ComfyUI Repackagehttps://huggingface.co/Comfy-Org/MOSS-Image>MiniMax-H3 Sol Engine in ComfyUIhttps://github.com/NVlabs/Sana/tree/sol-engine/models/minimax_h3/Sol-H3-ComfyUI>lodestones / MOSS-Image-SFT-8-steps-dmdhttps://huggingface.co/lodestones/MOSS-Image-SFT-8-steps-dmd/blob/main/lora.safetensors>FLUX.3 Klein RefModshttps://huggingface.co/datasets/malcolmrey/various/blob/main/flux3klein/docs/FLUX3_KLEIN.md>Sakura — FLUX.3 Image Klein text encoder, uncensored (GGUF) https://huggingface.co/webmp3/Sakura-FLUX.3-Image-Klein-TextEncoder-Uncensored-GGUF>SCOPE: Semantic Bounded Credit Optimization for Prompt Engineering in Text-to-image Generationhttps://github.com/MAC-AutoML/SCOPE>Which Tokens to Merge? Diffusion Dynamics for Efficient Image Generationhttps://github.com/SeungJuCha/DaTMe>Beyond Pairwise Repulsion: Collective Diversity via Determinant Maximization in Diffusion Samplinghttps://github.com/mobled37/DetNO>Seeing Both the Forest and the Trees: Reusing Holistic 3D Priors for Part-Decomposed Generationhttps://zhao-yiqun.github.io/structparts>Purify Before You Align: Improving Representation Alignment for Diffusion Modelshttps://yingheng-wang.com/LAP>MYOPIA: Understanding the Limits of Tree-Based Reasoning in Vision-Language Modelshttps://github.com/islammesabah/VLM_Classification>Valtz: Native macOS app for generative creation and composition, powered by Vpipehttps://github.com/tgo-app-dev/valtz>ComfyUI v0.41.0 releasedhttps://github.com/Comfy-Org/ComfyUI/releases/tag/v0.41.010/15/2026>FLUX 3 Imagehttps://bfl.ai/models/flux-3-image
>mfw Research news10/17/2026>DINO-FIL: Multi-Layer Transformer Fusion for Generative Inpainting Forgery Localizationhttps://arxiv.org/abs/2610.21780>From Sketch to Scene: Relightable Garment Reconstruction from Marked Sketcheshttps://arxiv.org/abs/2610.21865>Efficient Scene-Text Refinement via Pixel-Space Grouped Image Generationhttps://arxiv.org/abs/2610.18284>RepForcing: Representation-Space Initialization for Autoregressive Video Distillationhttps://arxiv.org/abs/2610.20111>LoopREG: Representation Supervision Enables Test-Time Recurrent Depth in Diffusion Transformershttps://arxiv.org/abs/2610.17877>EmoGenie: Benchmarking and Evaluating Expressed and Evoked Emotion in T2I Generation with MLLMshttps://arxiv.org/abs/2610.18455>WaveMark: Robust Wavelet-Domain Image Watermarking for Diffusion Modelshttps://arxiv.org/abs/2610.12952>Scaling Unified Multimodal Models to Long-Horizon Interleaved Generationhttps://arxiv.org/abs/2610.17080>Towards Cost-Efficient Video Dataset Construction with Large Language Modelshttps://arxiv.org/abs/2610.16857>Image Tokenizers Should Be Trained Between Imageshttps://graphics.cs.uni-tuebingen.de/papers/interptok>PLAYGROUND: Progressive Layout Generation with Render-Grounded Planninghttps://arxiv.org/abs/2610.18865>Efficient Fréchet Distributional Decoder Alignment for Latent Generative Modelshttps://arxiv.org/abs/2610.17466>Cross-Prompt Inference Mitigates Rare-Class Suppression in Imbalanced VLM Finetuninghttps://arxiv.org/abs/2610.21470>AdaLoop: Thinking with the Vision Encoderhttps://arxiv.org/abs/2610.21323>NOFACE3D: NOise-scheduled Focused Anchoring and Controlled Enhancement for 3D Generationhttps://idkcouscous.github.io/NoFACE3D>VAttnPO: Visual Attention-Guided Policy Optimizationhttps://arxiv.org/abs/2610.16735>Making Transformers Logicalhttps://arxiv.org/abs/2608.00418
>>110097509it should
>you're only gonna gen with moss from now on, right anon?
>>110097550it's your link isnt it?
>>110097651added
Is this the right thread if I want to learn how to generate my own anime girls? Never touched anything AI related but my dick compels me
>>110098085There's anime diffusion thread on /g check OP thread there for guides, get into Comfy and Anima, or something better if you have good hardware, probably wait for when MOSS anime releases>>110086767
>>110098114Thanks anon, got a 4090 so should be covered on that front
8 step dmd lora for moss base, to avoid sft's "aesthetics"https://huggingface.co/lodestones/MOSS-Image-Base-8-steps-dmd>100%|| 8/8 [00:05<00:00, 1.55it/s]
>>110098706I thought sft is a 'fix'?
>>110098771no, base is the full undiluted model. sft is a fine-tune to pull up some aesthetics (dont ask me what it does technically, something something focus). kinda like tightening up what base does. it's like z-base vs z-turbo, where turbo was a bit "limited" in some aspects. sft-dmd is something-something 8 step lora, with chroma/kroma dataset included in lodestone's magic ways. it's not a distill, nor a gimped turbo, it just works.dmd for base is same but for the full model now, not just sft. although the sft-dmd lora works on base as well (what i use)also the triple-lora mossgirl is complete now. moss-base surprisingly easy to train a single character lora for.
ah i see i got back just for the nightly melty time
>>110099683apparently you can go up to "4k" (4096x4096 ~16MP) in one go with mosshighest i go is like 5MP
>>110099752how long did that take? mine have all been at 1.7MP, but i haven't messed around with it that much
>>110099752what text encoder do you use for the non-sft model
>>110099763>32/32 [01:18<00:00, 2.44s/it]>>110099784same oneqwen3.5_9b_abliterated_int8_convrot.safetensorshere's the 8step version, saem starting size (2560x1920) with rtx upscale to 3840x2880>8/8 [00:10<00:00, 1.31s/it]+ a couple seconds upscale/color match, the rest is the llm>Prompt executed in 67.85 seconds
the "qwen3.5_9b_moss_image_sft_w4a8_gptq.safetensors" (and the one in comfy's hf repo) also work with base12 step is +5s
>>110099842idk why i cant get this shit to load
>>110099854did you update comfy? new comfy-kitchen too
>>110099859yea im on latest
>>110099854i just used the workflow it came with, had to manually install the loaders though since they weren't in the manager thingy
>>110099917post log>>110099922oh you fixed it?
>>110099944i'm not the same person
>>110099951we're all debo here
>>110099954but i'm not debo>you must be, else you wouldn't be here
>>110099944maybe the download fucked up idk
>>110099978uh it's not unet, put it in diffusers and use the diffusers loader>>110099975we're all a little mad here
>>110099978
it takes too long to make these, the one after i posted is so much better
>>110100049post a catbox and i'll see what's up
>>110100049also what gpu?
>>110100064still not the guy having trouble setting it up>>110100077rx7800xt, it's not that bad really, about 4 minutes per go
its all fucked and I've lost interest for now. I'll try again tomorrow
>>110100080heh>rx7800xtfound your problem>>110100083it was debo all along!i still think you need to update comfy, since it's nto detecting the modelpost catbox of what you tried
>>110100092its updated. it cant be anymore updatedi guess i have the files in the wrong place but i've moved them all around and they dont work. maybe im just brain-fried rn, so ill try tomorrow
>>110100101where did you download models from?>>110100080are you using int8 models? idk if those work well on ayymd
>>110100111>where did you download models from?the comfyorg oneshttps://huggingface.co/Comfy-Org/MOSS-Image
>>110100092i'm really not debo.>>110100101mine's still 0.39.2, like you i only updated recently for H3 as well, but not again for this, all i had to install was this;https://github.com/RealRebelAI/ComfyUI-MOSS-GGUFbased on the error i got when using the gguf version workflowmaybe that's the difference, i haven't tried the stock fp16 ones, even though i do have the vram for it
>>110100125ill try the gguf tomorrow
>>110100132try this int8 instead tomorrowhttps://huggingface.co/SumomoLee/MOSS-Image-Base-ConvRot-ComfyUI/tree/main/diffusion_modelsmaybe something wrong with the one from comfy or it didnt download right
>>110100145its all comfy's fault (somehow)
>>110100159also check>This is only caused by the ModelSamplingSD3, use either the ModelSamplingAuraFlow or ModelSamplingFlux to adjust shift.
>>110100179and of course "empty latent image" or "empty flux 2 latent", not the "empty sd3 latent". but i think it's the model file that's off
>>110100159https://files.catbox.moe/vkhn8c.pngbasic wf, base +lora, 12 steps
time to crashgn all
>>110100179>>110100242ty, lots of stuff for tomorrow me to try out. something will work>>110100281gn
>>110100281night chroma girl guy
I've finally figured out how to do Flux Dev in ComfyUI but I still have no idea how to wire up the workflow so as to use LoRAs.
>>110100367i don't recall if flux is special since i didn't use it much, but in general instead of;model loader > ksampleryou do;model loader > lora loader > ksampleras in you wire up the "model" one through the lora loader
>>110100387Thanks
i miss schizo anon
>>110101653Thank you for the page 9 nigbobump.
with those two gone now who's going to post weird stuff with lots of repetition?
beginning to think that a better moss 8step lora is needed, or something
>>110102700it's all about the settings you use
>>110102726what are the ideal setting? i was using 12 steps, euler simple
>>110102825on base with the base dmd lora?see >>110100242ie. use negative, dont overdo the style terms, leave shift offcfg 1 steps 12, or cfg 1.5 steps 20+
>>110102825as far as scheduler/sampler, i like euler/simple, seeds2/radiance, i've seen people using er_sde, res2m, and othersright now i'm using some custom sampler called taylor_flow from clybus with radiance_shift scheduleralso lodestone just updated the dmd lorashttps://huggingface.co/lodestones/MOSS-Image-Base-8-steps-dmdhttps://huggingface.co/lodestones/MOSS-Image-SFT-8-steps-dmd
>>110102825cringe af
>>110102846ah, was using the sft version
>>110103004nicetry the lora at 0.6-0.8, lower seems to help with realism according to some
me on the left
we did it. we got it to make a picturebut at what cost
>>110102846>steps 20+you're using 20+ steps with the dmd lora?
>>11010370532, cfg 4but i like my gens like i like my women, unstable and unpredictable
>>110103814>32, cfg 4am I misunderstanding the dmd lora? isn't it a turbo (8step) distill (cfg 1)?also, I'm getting some truly horrendous stuff from this model so far lol
>>110103833> isn't it a turbo (8step) distill (cfg 1)?yes, but that dont stop me>>110103833see>>110102846start simple, build up, esp. on the style terms
>>110103833so what was the issue, bad model file?
>>110103910although the latest release claims to support moss, I had to pull and install the latest main to actually get moss support
>>110103924told you to update( ͡° ͜ʖ ͡° )
>>110103954I updated to the latest release but not to the latest commit. I cant be faulted for that, since comfy even has a blog post saying latest release supports moss (which is a lie)
Morning ah ah ahnons>>110103988
not much luck un-slopping this model yet>>110104164the season has truly begun
I hadn't thought about quality tags in a long time but are there recommended quality tags for moss?
>>110104995i dont use any. it can take tags or natural language long prompts
>>110105019hmm.. well I can at least use the messy quality to my advantage
sft lora for basehttps://huggingface.co/Kijai/MOSS-image_experimentalwithout vs with sft lora (rank 512) @ 0.5i kinda prefer without but some might like it
>>110105537neat
so what's this MOSS thing that came out of nowhere now
>>110106024flux3 was a shitshow, and moss came out of nowhere and totally mogged it. that's how it goes sometimes
>>110105868what is the typical approval time once form is submitted?
>>110106125I still have so much Krea2 stuff to mess with I'll just sit it out and skip over a model or two.At this point I haven't even downloaded and/or tested all the loras for a model I'm using and a new one comes out.The pace of release of these models is also increasing.
>>110106135gorillian years
>>110106181yep, that's how it goes. i dont bother with some models at all either like qwen image 2.1 or f3. moss is small and very capable, and the first sample gens i saw drew my attention
>>110106181krea2 is a very good model. I might even go back to it if moss is too much of a hassle
>>110106317>skill issue
>>110097486Why should I learn how to use this instead of just using ChatGPT which can generate precise images with a single prompt? ELI5.
>>110106392Because it can only generate "precise" images if you're a midwit with no imagination so your prompts are basic as fuck.
>>110106392freedom
>>110103774OH MY GODTHIS IS SO CUTE ;_;
>>110097486ngl guys this model fuckin blows
>skill issue
mfw
>>110106392>Why should I learnah, thats the question, isn't it? is it enough to just consume, or do you want to grow yourself in the process? >>110106622:D
>>110106835Cute!
>>110106835extreme color thread
Aw crap, not again
Trick or treat!
coherent
>>110106887LMAO XD
When there's something strangeIn the neighborhood...>>110106925Night of the Lepus?
new>>110106982>>110106982
fin
