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Previous /sdg/ thread : >>107477878

>Beginner UI
EasyDiffusion: https://easydiffusion.github.io
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI

>Advanced UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
Forge Classic: https://github.com/Haoming02/sd-webui-forge-classic
Stability Matrix: https://github.com/LykosAI/StabilityMatrix

>Z-Image Turbo
https://comfyanonymous.github.io/ComfyUI_examples/z_image
https://huggingface.co/Tongyi-MAI/Z-Image-Turbo
https://huggingface.co/jayn7/Z-Image-Turbo-GGUF

>Flux.2 Dev
https://comfyanonymous.github.io/ComfyUI_examples/flux2
https://huggingface.co/black-forest-labs/FLUX.2-dev
https://huggingface.co/city96/FLUX.2-dev-gguf

>Qwen Image & Edit
https://docs.comfy.org/tutorials/image/qwen/qwen-image
https://huggingface.co/Qwen/Qwen-Image
https://huggingface.co/QuantStack/Qwen-Image-GGUF
https://huggingface.co/QuantStack/Qwen-Image-Distill-GGUF
https://huggingface.co/QuantStack/Qwen-Image-Edit-2509-GGUF

>Text & image to video - Wan 2.2
https://docs.comfy.org/tutorials/video/wan/wan2_2
https://huggingface.co/QuantStack/Wan2.2-TI2V-5B-GGUF
https://huggingface.co/QuantStack/Wan2.2-T2V-A14B-GGUF
https://huggingface.co/QuantStack/Wan2.2-I2V-A14B-GGUF

>Chroma
https://comfyanonymous.github.io/ComfyUI_examples/chroma
https://github.com/maybleMyers/chromaforge
https://huggingface.co/lodestones/Chroma1-HD
https://huggingface.co/silveroxides/Chroma-GGUF

>Models, LoRAs & upscaling
https://civitai.com
https://huggingface.co
https://tungsten.run
https://yodayo.com/models
https://www.diffusionarc.com
https://miyukiai.com
https://civitaiarchive.com
https://civitasbay.org
https://www.stablebay.org
https://openmodeldb.info

>Index of guides and other tools
https://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 :)
>>
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it has been a while...
what is the current meta build to generate anime girls?
>>
>mfw Resource news

12/07/2025

>FLUX.2 Remote Text Encoder for ComfyUI
https://github.com/vimal-v-2006/ComfyUI-Remote-FLUX2-Text-Encoder-HuggingFace

>ComfyUI LongCat-Image Integration
https://github.com/sooxt98/comfyui_longcat_image

>NewBie image Exp0.1: Efficient Image Generation Base Model Based on Next-DiT
https://modelscope.cn/models/NewBieAi-lab/NewBie-image-Exp0.1/summary

>None Trainer: Z-Image Turbo LoRA Trainer (in 4~8 steps)
https://github.com/None9527/None_Z-image-Turbo_trainer

12/06/2025

>Live Avatar: Streaming Real-time Audio-Driven Avatar Generation with Infinite Length
https://liveavatar.github.io

>ComfyUI interface: Node 2.0
https://blog.comfy.org/p/comfyui-node-2-0

>Stable Video Infinity 2.0: Infinite-Length Video Generation with Error Recycling
https://huggingface.co/vita-video-gen/svi-model

>ComfyUi-ConditioningNoiseInjection
https://github.com/BigStationW/ComfyUi-ConditioningNoiseInjection

>AutoDescribe-Images: generate text descriptions for images using Ollama vision models
https://github.com/hydropix/AutoDescribe-Images

12/05/2025

>LongCat-Image: Open-source and bilingual (Chinese-English) foundation model for image generation
https://huggingface.co/meituan-longcat/LongCat-Image

>LongCat-Image-Edit
https://huggingface.co/meituan-longcat/LongCat-Image-Edit

>HunyuanVideo-1.5 480p_i2v_step_distilled
https://huggingface.co/tencent/HunyuanVideo-1.5/tree/main/transformer/480p_i2v_step_distilled

>PromptForge: A visual prompt management system
https://github.com/intelligencedev/PromptForge

>Amazing Z-Image Workflow v2
https://github.com/martin-rizzo/AmazingZImageWorkflow

>UltraImage: Rethinking Resolution Extrapolation in Image Diffusion Transformers
https://thu-ml.github.io/ultraimage.github.io

>NeuralRemaster: Phase-Preserving Diffusion for Structure-Aligned Generation
https://yuzeng-at-tri.github.io/ppd-page

>Rethinking the Use of Vision Transformers for AI-Generated Image Detection
https://github.com/nahyeonkaty/mold
>>
>mfw Research news

12/07/2025

>Self-Supervised AI-Generated Image Detection: A Camera Metadata Perspective
https://arxiv.org/abs/2512.05651

>2K-Characters-10K-Stories: A Quality-Gated Stylized Narrative Dataset with Disentangled Control and Sequence Consistency
https://arxiv.org/abs/2512.05557

>Know-Show: Benchmarking Video-Language Models on Spatio-Temporal Grounded Reasoning
https://arxiv.org/abs/2512.05513

>EmoStyle: Emotion-Driven Image Stylization
https://arxiv.org/abs/2512.05478

>EditThinker: Unlocking Iterative Reasoning for Any Image Editor
https://appletea233.github.io/think-while-edit

>InverseCrafter: Efficient Video ReCapture as a Latent Domain Inverse Problem
https://arxiv.org/abs/2512.05672

>World Models That Know When They Don't Know: Controllable Video Generation with Calibrated Uncertainty
https://arxiv.org/abs/2512.05927

>Bring Your Dreams to Life: Continual Text-to-Video Customization
https://arxiv.org/abs/2512.05802

>USV: Unified Sparsification for Accelerating Video Diffusion Models
https://arxiv.org/abs/2512.05754

>HQ-DM: Single Hadamard Transformation-Based Quantization-Aware Training for Low-Bit Diffusion Models
https://arxiv.org/abs/2512.05746

>DEAR: Dataset for Evaluating the Aesthetics of RenderingDEAR: Dataset for Evaluating the Aesthetics of Rendering
https://arxiv.org/abs/2512.05209

>Your Latent Mask is Wrong: Pixel-Equivalent Latent Compositing for Diffusion Models
https://arxiv.org/abs/2512.05198

>SpaceControl: Introducing Test-Time Spatial Control to 3D Generative Modeling
https://spacecontrol3d.github.io
https://arxiv.org/abs/2512.05343

>ParaUni: Enhance Generation in Unified Multimodal Model with Reinforcement-driven Hierarchical Parallel Information Interaction
https://arxiv.org/abs/2512.05422

>ShaRP: SHAllow-LayeR Pruning for Video Large Language Models Acceleration
https://arxiv.org/abs/2512.05385

>Delving into Latent Spectral Biasing of Video VAEs for Superior Diffusability
https://arxiv.org/abs/2512.05394
>>
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Y'all yank it to really depraved porn.
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>>107487599
Why are they all wet
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>>107488577
anxious cuz the TPS reports are due
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>>107488594
Robobro being patriotic. Thats hilarious.
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>>107488616
I was tickled by the one brick wall and bean bag chairs. real "we're cool" start-up vibes
>>
>>107485430
How much ram and vram is needed for image gen these days? And how much for video gen? Stopped playing with AI ever since my ancient 6600 xt (which was supposed to be a temporary card since my old PC died) couldn't keep up with post SD1.5 models.

Also AI generators were basically impossible to update or install on AyyyyMD shitcards sometime during the SD1.5 era.

I hear good things about Radeon R9700, but it's absolutely worthless if i can't even install or run Forge, Comfy, or A1111.
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>>107488637
Haha. Very hypermodern. I like how nobody is using them too.
>>
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>>107488754
too busy! thats every "cool" office. all the toys and gimmicks are just props cuz everyone is too pressured to be productive
as for me, I'm off to produce z's. gn
>>
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>>107488788
Aight gn broski
>>
>>107488739
>How much ram and vram is needed for image gen these days?

There are people that are still trucking along with a 6GB and 8GB GPUs from the Nvidia 1xxx days. It's slow and they're overflowing into system ram for more complex generations but it still works, you would just have to be patient.

If you're building an entirely new rig then you've come back at a bad time for system RAM as prices are climbing towards the sky. GPU availability is much better than the first half of the year now that both AMD and Nvidia have long got their launches for their current round of cards out of the way.

As for the AMD R9700, if you can afford it then it's, relatively speaking, good price for 32GB vram. Performance of AMD cards under windows for image generation has improved since you last tried it but linux still has the edge.
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>>107488868
Thanks. Guess I'll have to wait to build a new system. But I have a feeling the ram manufactures are back to their price fixing ways. AI is probably some BS excuse for them to jack up permanently jack the prices.

At least I got a 4tb ssd earlier this year as a start.
>>
i miss schizo anon
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>>
>>
gm

>>107489012
People just want more vram. sucks that it affects regular ram.
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>>107491500
Good morning
>>
Gm tee hee /ldg/ died
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>>107491562
again?
>>
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>>
Stable Diffusion original release: 2022
What did people generate? Big titty cartoon women
Stable Diffusion 1.5 release: later in 2022
What did people generate? Slightly better fidelity big titty cartoon women
Stable Diffusion XL release: 2023
What did people generate? Bigger images of big titty cartoon women
Flux Image generation model release: 2024
What did people generate? Big titty cartoon women (using natural language)
Chroma image generation model release: 2025
What did people generate? Big titty cartoon women
Z image image generation model release: late 2025
What did people generate? Higher quality big titty cartoon women
>>
>>107492487

Saw the following elsewhere earlier...

>The first question man always asks after every new invention: "Can we have sex with it?"
>>
>>107492587
Yeah, I don't need you to- Yes man my posts.
>>
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>>107492487
the pattern is way older than you think, it's been an obsession since humans started drawing or carving things
>>
>>107492625
Please explain to me what you think the underlying point of my post was.
>>
>i made a post to farm replies but I'm going to tell each reply to eat a bag of dicks
Anon, it's not even the middle of the week.
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https://suno.com/s/HDbNtMpASLRAdli7
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>>107492710
lol
>>
>>107492685
>I'm calling it out for being bait. I know it's bait. But I'm still going to respond to the bait.
Idk you do you boss
>>
Morning anons
>>
Post your "revelation" over in /ldg/. They might not be able to bake threads but they sure do like arguing. You'll get a lot more traction over there.
>>
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>>107492819
gm
>>
>gm
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>>107492819
morning
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gm and lmao at anyone still wishing this was the default thread
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>>107493052
>>107493217
big booba koffgens wasn't on my bingo card

>>107493226
gm
we're the default thread for the cool creatives
>>
>>107492487
based

More women
>>
>>
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that concludes the biroob series
>>
I always forget WAN has a "constant yapping" problem lmao
>>
>>107493376
Slick dress. I'm still working on mine.
>>
unleash the godzillas
>>
>>107493446
Nice. I was hoping to see naruto next. Oh well.
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>>107493512
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>>107493615
lmao
true art
>>
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me at work
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Anyone have experience where a token or phrase not related to palette or color reliably produces the same colorscheme in gens its used in?

These are all separate gens that all contain the phrase "the end of time". Kind of intrigued by this.
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>>107495902
i think it has to do with training bias
ie. if "end of time' is associated with a particular style or character in training, when you prompt for it that style or character will bleed through
without the training dataset it'd be hard to know, so you stumbled upon one of those is my guess
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>>107495902
its very easy to evoke the blue-orange contrast palette with quality tokens because its a pretty overused palette. when I notice a prompt reusing a palette a lot, I might try to switch up tokens and experiment, but I also have a random colors wildcard that I'll use to enforce more color range
>>
>>
>>107496019
where is your ovuv?
>>
>>107496064
indeed
i'm as shocked as they
>>
>>
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>>107496167
That's a huge TV
>>107495704
nice ones
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>>107496205
cute
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>>107496205
>That's a huge TV
it's a mirror to the inner self
>>
>>
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>>107496257
Ah. I makes sense.

It can do upside down bodies?
>>
>>
Im highly out of loop, what happend to ReForge? Why is it not recommended anymore?
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Updated to latest ComfyUI, 0.3.76, downloaded all necessary nodes for image to video, this suddenly starts happening. Anyone else?
>>
>>107497362
it works alright. it went defunct for a little bit, then came back and now they're doing some huge rewrite. doesn't support all the new models (chroma/flux/z/whatever). i was using it up until z dropped and never had any issues (aside from the usual gradio jank)
>>
>>
>>107497450
your console will tell you what resource its trying to fetch and failing. possibly a firewall or dns issue
>>
>>107497362
neo-forge is the active forge project now I think
>>
My beloveds, how are you?
>>
What is /sdg/ verdict on ZiT vs Chroma? Strengths and weaknesses for each one? Use cases for each one?
>>
*yawn* ,tired of waiting. going to bed
>>
>>
>>107498759
macumba aesthetic
>>
>>107498759
Wildcard or did you really wanted there to be 3 cats, 2 left and 1 right and a cross in the middle on the same vertical axis as the floating mask in the air that's further up along with a spiral that goes from the cross until it seems to reach the center of a mask
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>>107498505
gn
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>>107498903
wildcards. i like surprises :)
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>>107498921
Looking closer at this building it seems relatively coherent, the balconies have the shape of balconies and the rooftops have the shape of rooftops, what seems a little uncanny is looking at ground level thatseems to lose coherence, but also at the depth level of buildings along with the horizon I see it as very coherent.
>>
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>>107498972
yeah, not bad at all. perhaps some of the floor levels don't line up well but its very coherent overall
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>>107495979
I don't see how "the end of time" is a quality token.
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>>107499907
just meant it as an example of a spurious correlation
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>>107499974
I don't understand
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>>107499987
I didn't mean to type it like I was saying
>"you are using quality tokens and those correlate with the colors schema", but rather
>"there can be hidden correlations that cause some tokens to cause unexpected effects, like quality tags producing color schemes, for example"
my bad for the miscommunication
>>
this has "end of time" in it, so there's probably another element like lighting tags or somethin you wouldn't expect
>>
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where the fuck did the sidebar queue go?! no wonder the schizo thread was shidding and farding about comfy all fucking day.
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>>107500417
you updated?
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>>107500475
yeah. old queue and they're fuckin around with the stop/cancel buttons so you have to manage the entire thing from this little fucker. i got kinda used to keeping the sidebar queue open all the time cuz assets seems like some garbage for comfycloud. i'll get over it, at least node2 isn't forced yet (it's mostly just janky as hell rn, probably better in the long run)
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>>107500529
does it still have the image feed at the bottom?
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>>107500557
not sure what you mean, screenshot? i'm guessing no but i'm not sure i ever noticed it lol
>>
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>>107500571
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>>107500675
I am now noticing there's a snake icon on it, which I assume means I got that from some custom node
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>>107500687
yeah i was gonna say... i did think to try the old ui and now i can't get to the settings again to switch it back lmao
>>
>>107500687
it does look like a suitable replacement for the missing queue (for what i was using it for anyway, although the previews were kind of nice) although most of the rest of that pack looks meh, went core, or got obsoleted by the new menu system
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>>107500792
wild gen
>missing queue
it really boggles the mind what the UI guy chooses to do. no design philosophy, no established standards, no real direction. he just wakes up each morning and decides some random thing he wants to make worse
there's a stereotype to never let UI engineers make design decisions, because this is the stuff they do
>>
>>107500841
i glanced over the roadmap... they're planning on rewriting it all in rust and using WASM... dios mio. also, i'm trying out a dream-logic llm prompt mangler, it's pretty wild and likes to spit out these quotes that z sometimes does correctly
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>>107500872
>rewriting it all in rust
ahh ofc...
I wonder if that'll decimate the amount of devs writing custom nodes. I guess comfy always hated devs who write custom nodes tho, so its a win either way for him
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>>107500926
>comfy always hated devs who write custom nodes tho
make it make sense lol. they sf tech bros now so i guess it was only a matter of time
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gn
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>>107501241
gn.
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>>107501241
Gn
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i miss schizo anon
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Sup freaks?

How are we doing this fine hump day?
>>
>>107503738
What
>>
>>107503745
how you doin anon? all good?
>>
>>107503753
Yeah what's hump day
>>
>>107503774
Middle of the week. Hump day. Wednesday. Get with the times!
>>
>>107503801
Huh. Must be a regional aphorism
>>
>>107503809
Not really desu, seen it widely used.
>>
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>>107503851
This is like a cinemagraph
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>>107503816
Yeah, and I haven't, so like I said, regional.
>>
>>107503864
Must be living like Patrick Star
>>
>>107503869
Ok
>>
>>107503864
Gujarati Sirs? Stop being so spiteful.
>>
GM anon
>>
>>107500872
>namefag spammer
nobody cares about your opinion
>>
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>>107503895
gm
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Next Thread

>>107504070
>>107504070
>>107504070
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