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/sdg/ - Stable Diffusion General

/sdg/ - Stable Diffusion 通用帖

4chan /g/ · Anonymous · 2026-09-12 22:21 · 79 帖 · 原文 ↗

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#1 /sdg/ - Stable Diffusion General / /sdg/ - Stable Diffusion 通用帖
Anonymous · 2026-09-12 22:21

9/12 Edition

9/12 版

Previously on /sdg/: >>109792036

/sdg/ 上回:>>109792036

>Beginner UI

>初学者界面

EasyDiffusion: https://easydiffusion.github.io

SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI

>Advanced UI

>高级界面

ComfyUI: https://github.com/comfyanonymous/ComfyUI

Forge Classic: https://github.com/Haoming02/sd-webui-forge-classic

Stability Matrix: https://github.com/LykosAI/StabilityMatrix

>Minimax H3

>最小化最大值 H3

https://huggingface.co/Comfy-Org/MiniMax-H3

>Krea 2

>韩国2

https://huggingface.co/krea/Krea-2-Raw

https://huggingface.co/krea/Krea-2-Turbo

https://lumenastrum.github.io/clio-style-preview/gallery/

>Z-Image

https://comfyanonymous.github.io/ComfyUI_examples/z_image

>Flux.2 Dev/Klein

>Flux.2 开发版/Klein

https://comfyanonymous.github.io/ComfyUI_examples/flux2

>Chroma

https://comfyanonymous.github.io/ComfyUI_examples/chroma

>Anima

https://huggingface.co/circlestone-labs/Anima

>Models, LoRAs & upscaling

>模型、LoRAs 及超分辨率

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

>指南和其他工具索引

https://rentry.org/sdg-link

>Related boards

>相关版面

>>>/aco/csdg/

>>>/b/degen

>>>/d/ddg

>>>/e/edg

>>>/gif/vdg

>>>/h/hdg

>>>/tg/slop

>>>/trash/sdg

>>>/u/udg

>>>/vp/napt

>>>/vt/vtai

OP https://rentry.co/twkuk8tz

图片: https://i.4cdn.org/g/1789251663081071.jpg

#2 No.109802301
Anonymous · 2026-09-12 22:31

(无正文)

图片: https://i.4cdn.org/g/1789252277202368.jpg

#3 No.109802314
Anonymous · 2026-09-12 22:33

(无正文)

图片: https://i.4cdn.org/g/1789252422531986.png

#4 No.109802326
Anonymous · 2026-09-12 22:35

>mfw Resource news

>mfw 资源新闻

09/12/2026

>Krea 2 Turbo — 2-Step Distillation LoRA

>Krea 2 Turbo — 2 步蒸馏 LoRA

https://huggingface.co/lvladikov/Krea2-Turbo-Distill-2step-LoRA

>h3 studio: Local web control surface for h3.c — native MiniMax-H3 video/audio inference on Apple Silicon

>h3 studio: h3.c 的本地网页控制台 — 在苹果芯片上原生跑 MiniMax-H3 视频/音频推理

https://github.com/janishar/h3c-studio

09/11/2026

>ComfyUI-VDN-H3-24GB

>ComfyUI-VDN-H3-24GB(24G 显存版节点)

https://github.com/Speach1sdef178/ComfyUI-VDN-H3-24GB

>LTX-2.5 22B IC-LoRA Reference Sheet Control

>LTX-2.5 22B IC-LoRA 参考图控制

https://huggingface.co/Lightricks/LTX-2.5-22b-IC-LoRA-Ingredients#ltx-25-22b-ic-lora-reference-sheet-control

>FastH3-Live v1.2.0 update

>FastH3-Live v1.2.0 更新

https://huggingface.co/datasets/jacokon/fasth3-live

>MiniMax-H3-Image-Training-Adapter

>MiniMax-H3 图像训练适配器

https://huggingface.co/circlestone-labs/MiniMax-H3-Image-Training-Adapter

>TaoMate-H3: Low-latency streaming audio-video generation runtime built on MiniMax H3

>TaoMate-H3: 基于 MiniMax H3 的低延迟流式音视频生成运行时

https://github.com/TaoLiveAIGC/TaoMate-H3

>FrameForge Motion Context Video Editor for ComfyUIR

>ComfyUIR 的 FrameForge Motion Context 视频编辑器

https://github.com/spacesimeco-hue/Chain-Motion-AI-Video-Editor

>From Evaluation to Enhancement: Benchmarking and Improving Think-with-Video Reasoning for Video Generative Models

>从评估到增强:为视频生成模型基准化并改进「以视频思考」的推理

https://huggingface.co/datasets/KlingTeam/VWG-Bench

>Uncertainty DMD: Restoring Diversity in Few-Step Autoregressive Video Distillation

>不确定性 DMD:在少步自回归视频蒸馏中恢复多样性

https://scdzx.github.io/Uncertainty-DMD

>A Multi-View and Confusion-Guided Ensemble Framework for Robust Synthetic Image Attribution

>面向鲁棒合成图像溯源的多视图+混淆引导集成框架

https://github.com/ZOMIN28/SIA

>FreeFlow: A Bias-free Hierarchical Transformer for Optical Flow Estimation

>FreeFlow: 无偏分层 Transformer 光流估计

https://github.com/msu-video-group/freeflow

>World in World: Explore the World with World Models

>World in World: 用世界模型探索世界

https://chenxi-song.github.io/worldinworld

>OmniKVQuant: KV Cache Quantization for Omni-LLMs

>OmniKVQuant: 面向 Omni-LLM 的 KV 缓存量化

https://github.com/kaistmm/OmniKVQuant

>BSAI-MiniMAX-H3-Prompt

>BSAI MiniMAX-H3 Prompt(提示词工具)

https://github.com/xm6018924/BSAI-MiniMAX-H3-Prompt

>ComfyUI Native Yue2

>ComfyUI 原生 Yue2

https://huggingface.co/Comfy-Org/Yue2

09/10/2026

>Interpreting Object-Dependent Concept Brittleness in Text-to-Image Diffusion Models

>解读文生图扩散模型中依赖对象的脆弱概念

https://github.com/Metecade/Object-Dependent-Concept-Brittleness

#5 No.109802331
Anonymous · 2026-09-12 22:36

>mfw Research news

>mfw 研究新闻

09/12/2026

>HALDETECT at ImageEval 2026 Shared Tasks: Answer-First Contrastive Grounding with QLoRA

>HALDETECT 在 ImageEval 2026 共享任务:用 QLoRA 做答案优先对比定位

https://arxiv.org/abs/2609.11236

>PhysWeep: Does a Video Generator Realize the Physics You Ask For?

>PhysWeep: 视频生成器真的实现你要求的物理吗?

https://arxiv.org/abs/2609.06207

>Counterfactual Tests for Measuring Chain-of-Thought Faithfulness in Visual Language Models

>测量视觉语言模型思维链忠实度的反事实测试

https://arxiv.org/abs/2609.06704

>BEFORE THE FLIP: Measuring Hidden Score Shifts In Quantized Vision Language Models Before The Answer Changes for Visual Question Answering

>翻转之前:测量量化 VLM 在视觉问答答案改变前的隐式分数偏移

https://arxiv.org/abs/2609.06922

>RGB Input Pipelines: Throughput, GPU Memory, and Transformation Coverage

>RGB 输入管线:吞吐、显存与变换覆盖

https://arxiv.org/abs/2609.06635

>An emancipatory vision for designing (generative) AI for learner flourishing

>为学习者福祉设计(生成式)AI 的解放性愿景

https://arxiv.org/abs/2609.07715

>Beyond Benchmarks: Using VLMs to Reveal Systematic Classification Failures Under Real World Conditions

>超越基准:用 VLM 揭示真实世界条件下的系统性分类失败

https://arxiv.org/abs/2609.11126

>Reason Through the Latent! Making Latent Visual Reasoning Necessary

>在潜空间里推理!让潜空间视觉推理成为必要

https://arxiv.org/abs/2609.06746

>CONDUIT: A Unified Residual-Stream Restoration Framework for KV Cache Reuse in Vision-Language Models

>CONDUIT: 面向 VLM KV 缓存复用的统一残差流恢复框架

https://arxiv.org/abs/2609.05821

>MM-SVGEdit: A Multimodal-Driven SVG Editing for UI Design

>MM-SVGEdit: 多模态驱动的 UI 设计 SVG 编辑

https://arxiv.org/abs/2609.06116

>Meta-Learning for Classifier Selection in Image Datasets: A Feature-Driven Framework for Accuracy Prediction

>图像数据集分类器选择的元学习:特征驱动的准确率预测框架

https://arxiv.org/abs/2609.11041

>Your Model Already Knows Don't Teach It, Learn to Ask It: Soft Prompting for Few-Shot Adaptation of Vision-Language Models

>你的模型已经知道,别教它,学着问它:软提示用于 VLM 少样本适配

https://arxiv.org/abs/2609.11310

>Improving Spatial-Temporal Reasoning in Video-Language Models with Structured Video Prompting

>用结构化视频提示改进视频语言模型的时空推理

https://arxiv.org/abs/2608.28666

>Learning to Predict Middle-Layer Attention in MLLMs for Visual Token Pruning

>学习预测 MLLM 的中层注意力以做视觉 token 剪枝

https://arxiv.org/abs/2608.06411

#6 No.109802337
Anonymous · 2026-09-12 22:37

>>109802314

>>Krea 2 Turbo — 2-Step Distillation LoRA

>>Krea 2 Turbo — 2 步蒸馏 LoRA

>https://huggingface.co/lvladikov/Krea2-Turbo-Distill-2step-LoRA

could be worth checking out to reduce gen times

值得看看能不能缩短出图时间

图片: https://i.4cdn.org/g/1789252637039474.png

#7 No.109802342
Anonymous · 2026-09-12 22:38

>>109802337

>distilling a turbo model

>给 turbo 模型做蒸馏

for desperate vramlets maybe

对走投无路的显存矮子也许行

图片: https://i.4cdn.org/g/1789252700936183.jpg

#8 No.109802361
Anonymous · 2026-09-12 22:41

(无正文)

图片: https://i.4cdn.org/g/1789252918147849.jpg

#9 No.109802477
Anonymous · 2026-09-12 22:57

>>109802337

i'll try it

我试试

图片: https://i.4cdn.org/g/1789253860922735.png

#10 No.109802651
Anonymous · 2026-09-12 23:18

(无正文)

图片: https://i.4cdn.org/g/1789255125940796.jpg

#11 No.109802685
Anonymous · 2026-09-12 23:22

(无正文)

图片: https://i.4cdn.org/g/1789255355033681.png

#12 No.109802692
Anonymous · 2026-09-12 23:23

(无正文)

图片: https://i.4cdn.org/g/1789255415637763.jpg

#13 No.109802791
Anonymous · 2026-09-12 23:40

seems, unsurprisingly, not ideal. oh well

毫不意外,不太理想。好吧

图片: https://i.4cdn.org/g/1789256442994468.png

#14 No.109802812
Anonymous · 2026-09-12 23:45

poop'in rn

正蹲坑测着呢

#15 No.109802903
Anonymous · 2026-09-12 23:59

>>109802791

heh

图片: https://i.4cdn.org/g/1789257549574599.jpg

#16 No.109802917
Anonymous · 2026-09-13 00:01

probably used it wrong, just used lora loader between the model and the ksampler, maybe was meant to use the lora loader with clip in and output, idk.

大概是我用错了,我把 LoRA 加载器放在模型和 ksampler 之间,也许该用带 CLIP 输入输出的那个加载器,不知道。

图片: https://i.4cdn.org/g/1789257662692035.png

#17 No.109803175
Anonymous · 2026-09-13 00:39

>>109802917

how much faster is it?

快多少?

图片: https://i.4cdn.org/g/1789259987271044.jpg

#18 No.109803258
Anonymous · 2026-09-13 00:51

>>109803175

like 5 minutes vs 18 minutes

大概 5 分钟 vs 18 分钟

图片: https://i.4cdn.org/g/1789260714840155.png

#19 No.109803286
Anonymous · 2026-09-13 00:55

(无正文)

图片: https://i.4cdn.org/g/1789260918934123.jpg

#20 No.109803295
Anonymous · 2026-09-13 00:56

(无正文)

图片: https://i.4cdn.org/g/1789260980553895.jpg

#21 No.109803363
Anonymous · 2026-09-13 01:07

G'evenin Anons,

晚上好各位匿名兄,

图片: https://i.4cdn.org/g/1789261632482275.png

#22 No.109803397
Anonymous · 2026-09-13 01:12

>>109803363

hello

hope you're having a chill weekend

祝你周末过得悠闲

图片: https://i.4cdn.org/g/1789261938556859.png

#23 No.109803418
Anonymous · 2026-09-13 01:15

>>109803397

Nice, gong by quick as usual! :/

真好,跟往常一样一晃就没了 :/

图片: https://i.4cdn.org/g/1789262115353468.png

#24 No.109803434
Anonymous · 2026-09-13 01:18

>>109803418

tell me about it. blink and its all over

就是说啊。一眨眼全结束

图片: https://i.4cdn.org/g/1789262330969707.png

#25 No.109803547
Anonymous · 2026-09-13 01:41

hmmm left or right

嗯……左还是右

>right is more accurate to the prompt

>右边更贴 prompt

>>109803258

that's pretty good

那挺不错

图片: https://i.4cdn.org/g/1789263682677578.jpg

#26 No.109803556
Anonymous · 2026-09-13 01:43

>>109803547

I like the composition of right now. idk if its fair to compare tho because they're so different

我喜欢现在右边这张的构图。不过不太确定这么比公不公平,俩差太远

图片: https://i.4cdn.org/g/1789263838506904.png

#27 No.109803619
Anonymous · 2026-09-13 01:57

>>109803556

>idk if its fair to compare tho because they're so different

>不太确定这么比公不公平,俩差太远

true, one if "art" focused and (right) is "photorealism" focused

对,一个偏「艺术」,右边偏「照片级写实」

and this is the one i usually use (kroma0.2)

这是我平时常用的那个(kroma0.2)

图片: https://i.4cdn.org/g/1789264671191785.jpg

#28 No.109803637
Anonymous · 2026-09-13 02:01

>>109803619

what happened to her body lol

她的身体怎么了 哈哈

图片: https://i.4cdn.org/g/1789264917518487.png

#29 No.109803648
Anonymous · 2026-09-13 02:03

>>109803637

some models just cant handle my prompts, here's another

有些模型就是吃不下我的 prompt,再来一张

图片: https://i.4cdn.org/g/1789265024803306.jpg

#30 No.109803654
Anonymous · 2026-09-13 02:05

>>109803648

shes so smug about her feet moving independently

她对自己脚会独立活动一脸得意

图片: https://i.4cdn.org/g/1789265101254729.png

#31 No.109803677
Anonymous · 2026-09-13 02:09

(无正文)

图片: https://i.4cdn.org/g/1789265390080127.jpg

#32 No.109803697
Anonymous · 2026-09-13 02:15

(无正文)

图片: https://i.4cdn.org/g/1789265713656566.jpg

#33 No.109803730
Anonymous · 2026-09-13 02:26

(无正文)

图片: https://i.4cdn.org/g/1789266388639303.jpg

#34 No.109803810
Anonymous · 2026-09-13 02:43

(无正文)

图片: https://i.4cdn.org/g/1789267401563178.jpg

#35 No.109803829
Anonymous · 2026-09-13 02:46

(无正文)

图片: https://i.4cdn.org/g/1789267618582583.png

#36 No.109803897
Anonymous · 2026-09-13 03:02

(无正文)

图片: https://i.4cdn.org/g/1789268550720249.jpg

#37 No.109803929
Anonymous · 2026-09-13 03:11

(无正文)

图片: https://i.4cdn.org/g/1789269076892631.jpg

#38 No.109803953
Anonymous · 2026-09-13 03:16

(无正文)

图片: https://i.4cdn.org/g/1789269415521722.jpg

#39 No.109803981
Anonymous · 2026-09-13 03:22

(无正文)

图片: https://i.4cdn.org/g/1789269743497460.jpg

#40 No.109804010
Anonymous · 2026-09-13 03:28

(无正文)

图片: https://i.4cdn.org/g/1789270101549177.png

#41 No.109804026
Anonymous · 2026-09-13 03:32

(无正文)

图片: https://i.4cdn.org/g/1789270324490169.jpg

#42 No.109804129
Anonymous · 2026-09-13 03:55

(无正文)

图片: https://i.4cdn.org/g/1789271735499999.jpg

#43 No.109804175
Anonymous · 2026-09-13 04:08

(无正文)

图片: https://i.4cdn.org/g/1789272512632143.jpg

#44 No.109804190
Anonymous · 2026-09-13 04:12

(无正文)

图片: https://i.4cdn.org/g/1789272761978859.jpg

#45 No.109804204
Anonymous · 2026-09-13 04:17

(无正文)

图片: https://i.4cdn.org/g/1789273049972166.jpg

#46 No.109804225
Anonymous · 2026-09-13 04:22

(无正文)

图片: https://i.4cdn.org/g/1789273350936863.jpg

#47 No.109804240
Anonymous · 2026-09-13 04:26

(无正文)

图片: https://i.4cdn.org/g/1789273615722366.jpg

#48 No.109804241
Anonymous · 2026-09-13 04:26

(无正文)

图片: https://i.4cdn.org/g/1789273616845204.png

#49 No.109804257
Anonymous · 2026-09-13 04:30

(无正文)

图片: https://i.4cdn.org/g/1789273828704487.jpg

#50 No.109804322
Lumi (◎_◎) · 2026-09-13 04:47

(无正文)

图片: https://i.4cdn.org/g/1789274836419677.png

#51 No.109804353
Anonymous · 2026-09-13 04:55

(无正文)

图片: https://i.4cdn.org/g/1789275312157711.jpg

#52 No.109804364
Anonymous · 2026-09-13 04:57

(无正文)

图片: https://i.4cdn.org/g/1789275461562085.jpg

#53 No.109804369
Lumi (◎_◎) · 2026-09-13 04:58

>>109804257

this reminds me, that there's some stupid Suno "challenge" discord engagement bait to make a song out of an image and i'm thinkin a chromagirl might well be the best substrate i could find. i can't wait to see what kind of song this turns out to be lol

这提醒了我:Suno 有个蠢 Discord 互动诱饵「挑战」,用一张图做首歌。我在想 chromagirl 说不定是我能找到的最佳素材。等不及看会出来什么歌了 哈哈

图片: https://i.4cdn.org/g/1789275506971194.png

#54 No.109804385
Anonymous · 2026-09-13 05:02

>>109804369

if chromagirl wins the engagement bait, you have to split the winnings

要是 chromagirl 赢了互动诱饵,奖金得分我一半

图片: https://i.4cdn.org/g/1789275764685895.png

#55 No.109804406
Anonymous · 2026-09-13 05:06

>>109804369

>>109804385

noncanon doujin or fanservice

非正史同人或粉丝服务

i expect a large share of the prize

我要分大头

图片: https://i.4cdn.org/g/1789275972421642.jpg

#56 No.109804437
Lumi (◎_◎) · 2026-09-13 05:13

>>109804385

>>109804406

i think they give out credits and "exposure" via some playlist. but u know how it goes with suno shit, the slop lords always win.

我记得他们发点额度加「曝光」,通过某个歌单。但你知道 Suno 那一套:垃圾霸主永远赢。

图片: https://i.4cdn.org/g/1789276432637682.png

#57 No.109804444
Anonymous · 2026-09-13 05:14

>>109804437

you have to slopmaxx

你得 slopmaxx(垃圾拉满)

图片: https://i.4cdn.org/g/1789276488511763.jpg

#58 No.109804448
Lumi (◎_◎) · 2026-09-13 05:15

>>109804444

too much artistic integrity, not a jeeted bone in my body

艺术节操太多了,我骨头里一根印度佬都没有

anyway, i'm calling it "remain calm"

总之,我把它命名为「保持冷静」

图片: https://i.4cdn.org/g/1789276558536630.png

#59 No.109804475
Anonymous · 2026-09-13 05:21

>>109804448

you should use one of your illumati fat booty girls lel

你该用你的 illumati 肥臀妹子之一 哈哈

图片: https://i.4cdn.org/g/1789276891486492.jpg

#60 No.109804499
Anonymous · 2026-09-13 05:25

(无正文)

图片: https://i.4cdn.org/g/1789277145412867.jpg

#61 No.109804524
Lumi (◎_◎) · 2026-09-13 05:31

>>109804475

like the old school 1.5 ones?

像老 1.5 时代那种?

图片: https://i.4cdn.org/g/1789277508236757.png

#62 No.109804530
Anonymous · 2026-09-13 05:32

>>109804524

the ones made of ascii type style

ASCII 字体风的那种

图片: https://i.4cdn.org/g/1789277572353522.jpg

#63 No.109804544
Anonymous · 2026-09-13 05:35

(无正文)

图片: https://i.4cdn.org/g/1789277758726016.jpg

#64 No.109804565
Anonymous · 2026-09-13 05:43

time to crash

该睡了

gn all

大家晚安

图片: https://i.4cdn.org/g/1789278210089304.jpg

#65 No.109804567
Lumi (◎_◎) · 2026-09-13 05:44

>>109804565

with a little luck, tomorrow chromagirl will be suno famous

运气好的话,明天 chromagirl 就在 Suno 出名了

图片: https://i.4cdn.org/g/1789278249691760.png

#66 No.109804574
Anonymous · 2026-09-13 05:46

>>109804565

gn

图片: https://i.4cdn.org/g/1789278395093506.png

#67 No.109804626
Lumi (◎_◎) · 2026-09-13 05:59

(无正文)

图片: https://i.4cdn.org/g/1789279160128914.png

#68 No.109804670
Lumi (◎_◎) · 2026-09-13 06:09

(无正文)

图片: https://i.4cdn.org/g/1789279770195664.png

#69 No.109804689
Lumi (◎_◎) · 2026-09-13 06:14

(无正文)

图片: https://i.4cdn.org/g/1789280057289738.png

#70 No.109804734
Anonymous · 2026-09-13 06:23

(无正文)

图片: https://i.4cdn.org/g/1789280598681015.png

#71 No.109806324
Anonymous · 2026-09-13 11:25

Flux video when?

Flux 视频什么时候出?

#72 No.109806349
Anonymous · 2026-09-13 11:29

i miss schizo anon

我想念schizo anon

#73 No.109806362
Anonymous · 2026-09-13 11:31

>>109806324

Censored shit

审查过的垃圾

#74 No.109806384
Anonymous · 2026-09-13 11:35

What kind of effect does the turbo lora have on h3 gens?

Turbo LoRA 对 h3 生成有什么影响?

#75 No.109806421
Anonymous · 2026-09-13 11:41

/ldg/ rapefugee checking in.

/ldg/ 难民报到。

>>109806241

A proper collage one, hopefully.

希望是正经拼贴版。

图片: https://i.4cdn.org/g/1789299663615510.png

#76 No.109806447
Anonymous · 2026-09-13 11:46

How does spectrum differ from lightx2v?

Spectrum 跟 lightx2v 差在哪?

#77 No.109806456
Anonymous · 2026-09-13 11:47

When are we getting a better editing model than Klein?

我们什么时候能有比 Klein 更好的编辑模型?

#78 No.109806539
Anonymous · 2026-09-13 12:06

happy bunday anon

周日快乐 Anon

图片: https://i.4cdn.org/g/1789301184685183.jpg

#79 No.109806631
Anonymous · 2026-09-13 12:22

(无正文)

图片: https://i.4cdn.org/g/1789302150909445.png

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