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File: 1762960482387451.jpg (1.2 MB, 2048x2560)
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Previous /sdg/ thread : >>107407830

>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
reForge: https://github.com/Panchovix/stable-diffusion-webui-reForge
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
>>
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Howdy. Trying something newish.
>>
First for containment general
>>
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>>
>>>/ai/ fucking when?
>>
>mfw Resource news

12/03/2025

>Glance: Accelerating Diffusion Models with 1 Sample
https://github.com/zhuobaidong/Glance

>MagicQuillV2: Precise and Interactive Image Editing with Layered Visual Cues
https://magicquill.art/v2

>CAMEO: Correspondence-Attention Alignment for Multi-View Diffusion Models
https://cvlab-kaist.github.io/CAMEO

>OneThinker: All-in-one Reasoning Model for Image and Video
https://github.com/tulerfeng/OneThinker

> FlashVSR - Video and Image Upscaler
https://github.com/ai-anchorite/FlashVSR_plus

>Random Prompt Builder for ComfyUI
https://github.com/btitkin/ComfyUI-RandomPromptBuilder

>Quick Segment for Stable Diffusion WebUI
https://github.com/dmikey/sd-webui-quick-segment

>Local Dream 2.3.0
https://github.com/xororz/local-dream/releases/tag/v2.3.0

>ComfyUI Nodes for Qwen's LLM related models
https://github.com/fblissjr/ComfyUI-QwenImageWanBridge

12/02/2025

>Z-Image-Turbo-Fun-Controlnet-Union
https://huggingface.co/alibaba-pai/Z-Image-Turbo-Fun-Controlnet-Union

>STARFlow: Scalable Transformer Auto-Regressive Flow
https://huggingface.co/apple/starflow

>SAM3-UNet: Simplified Adaptation of Segment Anything Model 3
https://github.com/WZH0120/SAM3-UNet

>Z-Image-Turbo Training Adapter
https://huggingface.co/ostris/zimage_turbo_training_adapter

>OmniFD: A Unified Model for Versatile Face Forgery Detection
https://github.com/haotianll/OmniFD

>PanFlow: Decoupled Motion Control for Panoramic Video Generation
https://github.com/chengzhag/PanFlow

>PSR: Scaling Multi-Subject Personalized Image Generation with Pairwise Subject-Consistency Rewards
https://github.com/wang-shulei/PSR

>Lotus-2: Advancing Geometric Dense Prediction with Powerful Image Generative Model
https://lotus-2.github.io

>FR-TTS: Test-Time Scaling for NTP-based Image Generation with Effective Filling-based Reward Signal
https://github.com/xuhang07/FR-TTS

>Step1X-Edit-v1p2 (ReasonEdit-S)
https://huggingface.co/stepfun-ai/Step1X-Edit-v1p2
>>
>mfw Research news

12/03/2025

>Generalizing Vision-Language Models with Dedicated Prompt Guidance
https://arxiv.org/abs/2512.02421

>VLM-Pruner: Buffering for Spatial Sparsity in an Efficient VLM Centrifugal Token Pruning Paradigm
https://arxiv.org/abs/2512.02700

>PGP-DiffSR: Phase-Guided Progressive Pruning for Efficient Diffusion-based Image Super-Resolution
https://arxiv.org/abs/2512.02681

>Joint Distillation for Fast Likelihood Evaluation and Sampling in Flow-based Models
https://arxiv.org/abs/2512.02636

>RULER-Bench: Probing Rule-based Reasoning Abilities of Next-level Video Generation Models for Vision Foundation Intelligence
https://arxiv.org/abs/2512.02622

>YingVideo-MV: Music-Driven Multi-Stage Video Generation
https://giantailab.github.io/YingVideo-MV

>MultiShotMaster: A Controllable Multi-Shot Video Generation Framework
https://qinghew.github.io/MultiShotMaster

>Video4Spatial: Towards Visuospatial Intelligence with Context-Guided Video Generation
https://xizaoqu.github.io/video4spatial

>Instant Video Models: Universal Adapters for Stabilizing Image-Based Networks
https://arxiv.org/abs/2512.03014

>DiverseAR: Boosting Diversity in Bitwise Autoregressive Image Generation
https://arxiv.org/abs/2512.02931

>AutoNeural: Co-Designing Vision-Language Models for NPU Inference
https://arxiv.org/abs/2512.02924

>LumiX: Structured and Coherent Text-to-Intrinsic Generation
https://arxiv.org/abs/2512.02781

>WeMMU: Enhanced Bridging of Vision-Language Models and Diffusion Models via Noisy Query Tokens
https://arxiv.org/abs/2512.02536

>PhyCustom: Towards Realistic Physical Customization in Text-to-Image Generation
https://arxiv.org/abs/2512.02794

>Progressive Image Restoration via Text-Conditioned Video Generation
https://arxiv.org/abs/2512.02273

>FineGRAIN: Evaluating Failure Modes of Text-to-Image Models with Vision Language Model Judges
https://arxiv.org/abs/2512.02161
>>
base model yet?
>>
>>107419968
Let's be real. Nobody in any of these threads has any technical knowledge to even remotely be able to evaluate that. People here are just spamming tokens and posting jpegs.
>>
>>107419990
Cookie recipe
>>
>>107420058
Goodyear tire
>>
>>107420070
Seventeen geodes
>>
>>107420080
The joke stopped being funny after the first response.
>>
Morning anons
>>107419601
Very cool
>>107419968
Mid-2026 maybe.
>>
>>107419601
Shit
>>107419740
Shit
>>
>gm
>>
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>>107420288
Sorry you don't like it.
>>
>>107420128
/sdg/ anons are more like discord trannies and they enjoy these "funni jokes" and endless slop spamming
>>
>>107420336
don't go to the /ldg/ discord bro they were having a shota erp party a few months back
>>
>>107420318
Shit from the ass
>>
>>107420336
I didn't ask
>>
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>>
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>>107419601
gm
I wonder what windows tastes like. probably fish, for no particular reason

>>107420191
gm
>Mid-2026 maybe.
didn't the zim guy say soon?
>>
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>>107420478
It tastes like old rubber mousepads smell.

Not pleasant.
>>
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>>107420497
lol, that makes sense actually
macos would taste like cheap usb dongle plastic
>>
>>107420478
>I wonder what windows tastes like
Bitter but it changes flavour without you asking.
>>
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>>107420527
Lol I feel that.
>>
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>>107420533
>changes flavour without you asking
lol
>>
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>>107420494
rare seeing 150chan posted mid-thread
>>
>>107420626

That's a certain anon reposting my last thread ender.
>>
>>107420350
>>107420361
Ok.
>>
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>>107420643
oh, haha. I guess the new model honeymoon is over and the trolls are bored again. they were reposting my gens to ldg too
>>
>>107420670
>they were reposting my gens to ldg too

Yeah I saw those. Even quokkAnon made it over too!
>>
>>
>>
>>107420662
>>107420361
??
>>
>reading my pet goat
>>
>>
>>107420318
humbly requesting the BSOD edition
>>
>>107420710
?
>>
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>>107419549
>>
>>107420848
¿
>>
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How do I make this shit load the LLM I have on disk? It keeps downloading from HF.
>>
>>107420861
The only good poster of the containment general
>>
>>107421030
i thought that was you
>>
>>107421046
Seventeen geodes
>>
>>107421046
I post in the real thread(s) instead of the nigbo general.
>>
>>107420861
Who is this
>>
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I feel like z image is very literal and don't vary a lot between seeds, which is arguably a good thing. since you cant really play with cfg scale that much what other parameters can you tweak besides the prompt?

I've discovered if you use DDIM uniform with 5 or less steps it throws some noise in the loop which sometimes produce more interesting compositions.
>>
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>>
>>107420861
cutie
>>
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>>107421495
>since you cant really play with cfg scale that much what other parameters can you tweak besides the prompt?
I've started appending a random 16char string to prompts as noise to try to trigger variety. idk how well its working
>>
>>107421700
thats interesting.
try sampler:DPM++ SDE, scheduler:DDIM uniform, steps:2-5
the only thing ive found that meaningfully changes the result.
although the results are unpredictable, here it even changed the style.
>>
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>>107421947
I switched to ddim_uniform a bit ago and agree it does seem like the best option for encouraging variety, even if the variety still leaves a lot to be desired
>>
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>>107422185
he looks like he's ready to nail a sales presentation
>>
trying a literal prompt randomizer. the next few all have the same base prompt but joined, striped of commas/newlines, tokenized, shuffled and stapled back together.
>>
>>
>>
>>107420478
>Z-Image guy said soon
I want to believe a Christmas realease is possible but it sounds too optimistic.
>>
this is the base prompt result, shoulda led with that i guess
>>
>>
>>107422466
what tool are you using to randomize?
>>
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>>
>>107422599
whipped up a custom node. i can share the github, but the registry is broken rn for me sadly.
https://github.com/illuminatianon/comfyui-lumi-tools
so far it's just that shuffle node and a proper wildcard node based on impactwildcardprocessor but using dynamicprompt instead of whatever the fuck ltdrdata is doing with wildcards in impact now
>>
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>>107422678
Do the wildcards need another llm to generate or is it just pulling from a txt?
>>
>>107422678
Woah... you are like... a computer whiz kid or something?
>>
>>107422915
wildcards are just text. i'm using https://github.com/adieyal/dynamicprompts to do the expansion. it supports flat txt files, yaml, and json.

>>107422952
fucking duh. isn't it obvious?
>>
>>107423004
>Install dependencies:
>pip install -r requirements.txt
uhh
>>
>>107423165
pip has been deprecated for ages
>>
>>107423165
hmm, yes i see... oopse.

```pip install .``` should do it. i hadn't really spent any time making it ready for distribution. personally, i blame claude
>>
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>>107423195
>>107423198
not the problem
>>
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>>
>>107423202
Good thing I didn't say it was
>>
Anyone have a good face swap method they recommend? Getting back into SD after a couple years and trying to figure out what's changed.
>>
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>>107422302
>>107422340
>>107422403
nice variety

>>107422678
I'll have to check this out
>>
>>107423227
no one asked
>>
>>107423255
Sorry you're so upset
>>
>>107423349
sounds like you're projecting again
go home to mommy
>>
>>107423387
>>107423349
>>
>>107423391
>>107423387
>>
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>>107423421
>>
>>107423429
I accept your concession then
>>
>>107423438
>>107423429
>>
>>107423450
>>107423438
>>
https://huggingface.co/Goekdeniz-Guelmez/Josiefied-Qwen3-4B-abliterated-v2/tree/main
Yeah some of the 4B variants are way better for light lewds. The base qwen fears fucking panties.
>>
>>107423474
>>107423387
>>
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>>107423498
I dont really get what the model card is saying about how the model is different
>>
>>107423563
>maximize uncensored behavior
>>
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>>107423682
>its magic
got it
>>
well that was fun. at least it's in the registry now so yay?
>>
ok
>>
alright
>>
mh
>>
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>>
Trying out game boy camera LoRA for Z-image
>>
Wow
>>
no offense but no surprise anons left for /ldg/ and /adt/
>>
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Can someone please help me figure out how to get a plug-and-play style workflow for ComfyUI to be called upon through SillyTavern?
I don't care that much about customization right now, I just want SillyTavern to be able to make something passable but when I was looking at sites like civitai got overwhelmed by the jargon and trying to filter for what I'm actually looking for proved too difficult.
Just pointing me to a (quick, not 2 hour) guide would be fine, but honestly I just want something to fucking download.
Pic related would be a great style but not super picky as long as it looks fine.
>>
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>>107425246
>>
>>107425258
half true and full cringe but ok
>>
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>>107425878
exactly
>>
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>>
>>107425247
>SillyTavern
I've been on here almost since the begging and how come I've never herd of sillytavern?
>>
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>>
>>
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>>
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>>107426337
he's turning into a glowie
>>
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>>107426337
>>
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>>
>>
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>>107426620
>>
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>>107426834
nice
>>
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>>
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>>
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>>107427176
>>
gm
>>
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>>
>>107427301
I meant good night.
>>
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>>107427285
I like that her hands keep being very big

>>107427301
gm

>>107427311
gn
>>
>>107427301
gn
>>
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nite
>>
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>>107427403
gn
>>
Been obsessed with jazzy vidya lately
https://suno.com/song/6fafe5ff-6ec3-4d54-b56a-2359c37f2364
>>107425247
I didn't know SillyTavern was used for more than llm, could never figure how/where to get the uncensored "good" stuff, I miss old character.ai before it got pozzed
>>
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>>107427572
show us your z-image gens
>>
>>107427639
No idea where my gen thumbdrive even is atm



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