/sdg/ - Stable Diffusion General

frens edition

基友版

Previously on /sdg/: >>10953997

之前在/sdg/：>>10953997

>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

>Z-Image

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

https://huggingface.co/Tongyi-MAI/Z-Image

https://huggingface.co/Tongyi-MAI/Z-Image-Turbo

>Flux.2 Dev/Klein

>Flux.2 开发版/Klein

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

https://huggingface.co/black-forest-labs/FLUX.2-dev

https://huggingface.co/black-forest-labs/FLUX.2-klein-4B

https://huggingface.co/black-forest-labs/FLUX.2-klein-9B

>Chroma

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

https://huggingface.co/lodestones/Chroma1-HD

https://huggingface.co/silveroxides/Chroma-GGUF

>Anima

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

>Qwen Image & Edit

>Qwen 图像与编辑

https://docs.comfy.org/tutorials/image/qwen/qwen-image

https://huggingface.co/Qwen/Qwen-Image

>Text & image to video - Wan 2.2

>文本转视频 - Wan 2.2

https://docs.comfy.org/tutorials/video/wan/wan2_2

>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/1786761014923786.png

>mfw Resource news

>mfw 资源新闻

08/14/2026

>ReDetail: Generative video re-detailer through LTX-2.5's pixel spatial upscaler,

>ReDetail：通过 LTX-2.5 的像素空间升级器生成视频重新细节，

https://github.com/Bambushu/redetail

>V-RAE: Rethinking Video Latent Spaces for Generation

>V-RAE：重新思考视频潜在空间的生成

https://v-rae.github.io

>4 step ref2v Minimax H3 turbo Loras

>4 步 ref2v Minimax H3 涡轮 Loras

https://huggingface.co/lightx2v/Minimax-h3-Turbo/tree/main

>Learning Unified Video and Image Representation for Video Face Forgery Detection

>学习用于视频人脸伪造检测的统一视频和图像表示

https://github.com/haotianll/UVIF

>AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design

>AutoDesign：用于远景代理设计的元线束优化

https://github.com/Yaxin9Luo/AutoDesign

>H3 Motion Context — Timeline

>H3 运动上下文 — 时间轴

https://github.com/BSG-Walter/ComfyUI-H3-Motion-Context-Timeline

>RTX PRO 6000 Blackwell workstation edition price doubles, as NVIDIA launches new AI model

>随着NVIDIA推出新的AI模型，RTX PRO 6000 Blackwell工作站版价格翻倍

https://www.neowin.net/news/rtx-pro-6000-blackwell-workstation-edition-price-doubles-as-nvidia-launches-new-ai-model

>MAGI-2 Preview: Scaling Video Generation Models Efficiently

>MAGI-2 预览：有效扩展视频生成模型

https://sand.ai/blog/magi-2-preview

08/13/2026

>Lightx2v MiniMax H3 Turbo Ref2V 4Step/8Step Loras

>Lightx2v MiniMax H3 Turbo Ref2V 4Step/8Step Loras（引用：Lightx2v 的 MiniMax H3 加速 LoRA 模型）

https://huggingface.co/lightx2v/Minimax-h3-Turbo/tree/main

>GemmaPrompt: Local prompt enhancer for ComfyUI diffusion models

>GemmaPrompt：ComfyUI 扩散模型的本地提示增强器

https://github.com/whp199/GemmaPrompt

>ComfyUI-H3-FaceRefine

>ComfyUI-H3-FaceRefine（引用：ComfyUI 的面部精修插件）

https://github.com/Carasibana/ComfyUI-H3-FaceRefine

>Hybrid-LUT: Channel-Aware Hybrid Lookup Table and Filtering for Efficient Image Denoising

>Hybrid-LUT：通道感知混合查找表和过滤，实现高效图像去噪

https://github.com/Ai-ZL/Hybrid-LUT

>MiniMax H3 Creator for ComfyUI: Multi-Shot 60s Timelines, Resizable Satellite Stage, & Ollama/LM Studio Refiner

>适用于 ComfyUI 的 MiniMax H3 Creator：多重拍摄 60 秒时间线、可调整大小的卫星舞台和 Ollama/LM Studio Refiner

https://github.com/roadmaus/ComfyUI-MiniMax-Creator

08/12/2026

>LTX-2.5 22B IC-LoRA Pixel Spatial Upscaler

>LTX-2.5 22B IC-LoRA 像素空间放大器

https://huggingface.co/Lightricks/LTX-2.5-22b-IC-LoRA-Pixel-Spatial-Upscaler

>LTX-2.5 22B Distilled — NVFP4, ComfyUI-ready

>LTX-2.5 22B 蒸馏 — NVFP4，ComfyUI 就绪

https://huggingface.co/BennyDaBall/LTX-2.5-22b-distilled-nvfp4-comfy

>LTX-2.5 22B — GGUF

https://huggingface.co/realrebelai/LTX-2.5_GGUFs

>ComfyUI NVIDIA RTX VSR Pro

>ComfyUI NVIDIA RTX VSR Pro（引用：ComfyUI 的 RTX 视频超分插件）

https://github.com/whmc76/ComfyUI-NVIDIA-RTX-VSR-Pro

>mfw Research news

>mfw 研究新闻

08/14/2026

>SNM-VFI: Symmetric Nonlinear Motion-Guided Generative Video Frame Interpolation

>SNM-VFI：对称非线性运动引导生成视频帧插值

https://arxiv.org/abs/2608.13460

>Spatially-Grounded Text-to-Video Generation via Inference-Time Gradient-Free Optimization

>通过推理时间无梯度优化生成基于空间的文本到视频

https://arxiv.org/abs/2608.13037

>SketchSense: Learning to Interpret Imperfect Sketch Guidance for Image Inpainting

>SketchSense：学习解释图像修复的不完美草图指导

https://arxiv.org/abs/2608.13186

>Semantic Steering for Controllable Generation: Tuning-Free Concept Erasure in Multimodal Diffusion Transformers

>可控生成的语义引导：多模态扩散变压器中的免调谐概念擦除

https://arxiv.org/abs/2608.12829

>MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval

>MASCOT：用于复合属性文本到图像检索的模型感知子模块覆盖

https://arxiv.org/abs/2608.12532

>From Local Mismatch to Global Impact: Optimizing Cache Reuse Policy for Efficient Diffusion

>从局部不匹配到全局影响：优化缓存重用策略以实现高效扩散

https://arxiv.org/abs/2608.13043

>Erase but Preserve: Controllable Removal of Copyrighted Animation Characters via Optimized Semantic Anchors

>擦除但保留：通过优化的语义锚可控地删除受版权保护的动画角色

https://arxiv.org/abs/2608.12806

>SCOPE: Subspace Clustering with Online Per-Head Top-K Estimation for Sparse Video Attention

>SCOPE：使用在线每头 Top-K 估计进行稀疏视频注意力的子空间聚类

https://arxiv.org/abs/2608.12780

>StrAD: A Streaming Method and Benchmark for Audio Description Generation for Long-form Videos

>StrAD：长视频音频描述生成的流媒体方法和基准

https://arxiv.org/abs/2608.12549

>HPSD: Hybrid-Policy Self-Distillation for Text-Image-to-Video Diffusion Models

>HPSD：文本-图像-视频扩散模型的混合策略自蒸馏

https://bujiazi.github.io/hpsd.github.io

>Context-Matched Distillation: Teacher Causality for Autoregressive Video Distillation

>上下文匹配蒸馏：自回归视频蒸馏的教师因果关系

https://hmrishavbandy.github.io/cmd-site

>A Controlled Study of Self-Supervised Image and Video Pretraining under Limited Resources

>有限资源下自监督图像和视频预训练的对照研究

https://arxiv.org/abs/2608.13183

>PixSDS: Why Latent SDS Makes Noisy Pixels

>PixSDS：为什么潜在 SDS 会产生噪声像素

https://sevashasla.github.io/pixsds-webpage

>RIG-RoPE: Relation-Stratified Multimodal Attention with Instance-Local Rotary Geometry and Representation-Aware Traversal Coordinates

>RIG-RoPE：具有实例局部旋转几何和表示感知遍历坐标的关系分层多模态注意力

https://arxiv.org/abs/2608.05154

that kinda works

有点管用

图片: https://i.4cdn.org/g/1786761770625661.jpg

Flow is being oddly generous with the lack of censorship lately.

由于缺乏审查制度，Flow 最近表现得异常慷慨。

图片: https://i.4cdn.org/g/1786762014598733.jpg

>>109560025

sir there's a naked black woman that broke into your home and is stealing your coffee

先生，有一个裸体的黑人妇女闯入您家并偷走了您的咖啡

图片: https://i.4cdn.org/g/1786762081562454.jpg

i was gonna pass on this one but then

我本来打算放弃这个，但后来

图片: https://i.4cdn.org/g/1786762291782402.jpg

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图片: https://i.4cdn.org/g/1786762754642231.png

>>109560029

reminds me i haven't done black sclera gens in forever... used to be a staple

让我想起我已经很久没有做过黑巩膜一代了……曾经是主食

图片: https://i.4cdn.org/g/1786762794766585.png

>>109560001

punished chromagirl

惩罚色女孩

>>109560025

is your wife single?

你的妻子单身吗？

>>109560104

hello, happy friday

你好，周五快乐

图片: https://i.4cdn.org/g/1786762887301881.png

>>109560113

yo

图片: https://i.4cdn.org/g/1786764530090021.png

>>109560029

what was the prompt on that one? i've only managed one black sclera gen so far :(

那个提示是什么？到目前为止我只管理了一个黑色巩膜代:(

图片: https://i.4cdn.org/g/1786764814674880.png

then again...

然后又...

图片: https://i.4cdn.org/g/1786765080967684.png

i should do the clown girl that's making the rounds on twitter

我应该扮演那个在推特上流传的小丑女孩

https://x.com/bizlet7/status/2086896625717227682

图片: https://i.4cdn.org/g/1786765456913886.png

>>109560104

yah black sclera is fun

是啊，黑色巩膜很有趣

>>109560264

black-on-black pupils, (no_sclera:1.2), dark eye makeup

黑色瞳孔，（无巩膜：1.2），深色眼妆

图片: https://i.4cdn.org/g/1786765623783099.jpg

>>109560306

what the fug

到底是什么鬼

图片: https://i.4cdn.org/g/1786765699707115.jpg

>>109560327

don't lie you know you would lmao

别说谎，你知道你会的

图片: https://i.4cdn.org/g/1786765900818071.png

>>109560339

well i had a thing for "clussy" way before clown-pussy became a twatter thing

嗯，在小丑猫变成傻瓜之前我就喜欢“笨拙”的东西

图片: https://i.4cdn.org/g/1786766409003775.jpg

>>109560379

图片: https://i.4cdn.org/g/1786766479977743.gif

>>109560383

i blame the original batman: the animated series (harley quinn) for giving me my first clowngirl attraction

我责怪原版蝙蝠侠：动画系列（哈莉·奎因）给了我第一个小丑女吸引力

图片: https://i.4cdn.org/g/1786766962183130.jpg

>>109560383

>>109560306

sloppa kino incoming

sloppa kino 传入

图片: https://i.4cdn.org/g/1786767138631832.png

>>109560434

bruh, harley in arkham games... fug

布鲁赫，阿卡姆游戏中的哈利……fug

图片: https://i.4cdn.org/g/1786767460185952.png

>>109560444

附件: https://i.4cdn.org/g/1786767690763189.webm

>>109560444

>>109560490

wtf, whered the rest of my frames go

wtf，我剩下的框架去哪儿了

附件: https://i.4cdn.org/g/1786767771923403.webm

>>109560466

eh, the og cartoon harley was best, character was invented for that show

呃，OG 卡通哈雷是最好的，角色是为那个节目发明的

>>109560499

heh

>she doesnt inhale

>她不吸气

图片: https://i.4cdn.org/g/1786768536389639.jpg

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图片: https://i.4cdn.org/g/1786769691786284.png

>see an image of a humanoid

>查看人形生物的图像

>immediately start counting fingers and toes

>立即开始数手指和脚趾

Can I do image gen with 8GB VRAM?

我可以使用 8GB VRAM 进行图像生成吗？

>>109560654

thats why i gen dogs

这就是为什么我养狗

>>109560661

yes, absolutely

是的，绝对

图片: https://i.4cdn.org/g/1786770079125444.png

>The void is calling, can you hear the resonance?

>虚空在呼唤，你能听到共鸣吗？

>>109560654

>"prove you're not a robot"

>“证明你不是机器人”

>pick the images depicting the correct number of fingers and toes

>选择描绘正确数量的手指和脚趾的图像

>>109560661

heh the number keeps getting lower and lower

呵呵这个数字越来越低了

you can if you buy a subscription to an api service or grok or whatever

如果您购买 api 服务或 grok 或其他服务的订阅，就可以

图片: https://i.4cdn.org/g/1786770098085328.jpg

me getting stepped on

我被踩了

图片: https://i.4cdn.org/g/1786770303194731.jpg

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图片: https://i.4cdn.org/g/1786770482945834.jpg

>>109560687

me in the back going "ooooooooo"

我在后面“oooooooooo”

图片: https://i.4cdn.org/g/1786770517068983.png

just found out i had a 16 year old hdd hooked up to my system and, well wouldn't you know? it was ruining my life. god damnit. i hate fucking computers bro for real

刚刚发现我的系统上连接了一个已有 16 年历史的硬盘，你难道不知道吗？它毁了我的生活。该死的。我真的讨厌他妈的电脑

图片: https://i.4cdn.org/g/1786771622443894.png

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图片: https://i.4cdn.org/g/1786771640514378.png

>>109560762

spiderbatman in wide screen? imposter!

蜘蛛侠在宽银幕上？冒名顶替者！

图片: https://i.4cdn.org/g/1786771707211043.png

>>109560699

that quokka looks like it's up to no good

那只短尾矮袋鼠看起来不怀好意

>>109560759

wat

图片: https://i.4cdn.org/g/1786771800471612.jpg

>>109560768

I've posted landscape orientated pics many times

我已经多次发布过风景照片

图片: https://i.4cdn.org/g/1786772029554600.png

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图片: https://i.4cdn.org/g/1786772324761094.jpg

>>109560777

yeah i've had insane system instability and it turned out this drive i thought was a backup ssd was some ancient decrepit piece of crap. apparently from the bush admin.

是的，我遇到了疯狂的系统不稳定，结果我以为是备份 SSD 的驱动器是一些古老破旧的垃圾。显然是来自布什政府。

>>109560810

(￢_￢)

图片: https://i.4cdn.org/g/1786772606658518.png

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darkness

https://suno.com/s/TmEEhZ8IVn8EKEAD

https://youtu.be/iEEX-xfqWR4

图片: https://i.4cdn.org/g/1786773643582094.png

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图片: https://i.4cdn.org/g/1786773644420516.jpg

>>109560930

>darkness

IMPRISONING ME

ALL THAT I SEE

ABSOLUTE HORROR

图片: https://i.4cdn.org/g/1786773748796404.jpg

>>109560934

i didn't write the lyrics. the original is even more edgy lol

歌词不是我写的。原来的更前卫哈哈

图片: https://i.4cdn.org/g/1786773979629634.png

ok time to crash

好的时候崩溃了

gn all

大家晚安

>>109560955

the metallica song just came to mind with that word

金属乐队的歌曲刚想到这个词

图片: https://i.4cdn.org/g/1786774060469821.jpg

>>109560958

adios amigo

再见，朋友

图片: https://i.4cdn.org/g/1786774113736708.png

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图片: https://i.4cdn.org/g/1786776352176886.png

>>109560762

I tried animating this a half dozen times now and the model insists he must be red

我已经尝试了六次动画，但模型坚持认为他必须是红色的

I give up

我放弃了

附件: https://i.4cdn.org/g/1786778004299312.webm

>>109559941

anons, I need your help

匿名，我需要你的帮助

it's been a while since I did anything with ComfyUI

我已经有一段时间没有用 ComfyUI 做过任何事情了

now, all my detailer nodes stopped working, and the small details look smeared

现在，我所有的细节节点都停止工作，小细节看起来被涂抹了

I suppose an update broke something... but I don't know what, and I don't know how to fix it

我想更新破坏了某些东西......但我不知道是什么，也不知道如何修复它

care to review my workflow, please?

请检查一下我的工作流程，好吗？

>https://files.catbox.moe/civrb9.json

图片: https://i.4cdn.org/g/1786779524151965.png

>>109560029

A lot of that going around.

很多这样的事情。

图片: https://i.4cdn.org/g/1786781860220684.jpg

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图片: https://i.4cdn.org/g/1786800775801889.png

i miss schizo anon

我想念schizo anon

You fuckheads have the technology, but you lack the mind to do anything interesting.

你们这些混蛋有技术，但缺乏做任何有趣事情的头脑。

https://www.reddit.com/r/StableDiffusion/comments/1vorxhk/dont_ever_let_me_catch_you_guys_in_america/

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图片: https://i.4cdn.org/g/1786804161059898.jpg

>>109563017

>reddit

Ignored

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图片: https://i.4cdn.org/g/1786805905897803.png

>>109560025

Of course, sometimes you get bullshit like this.

当然，有时候你也会遇到这样的废话。

图片: https://i.4cdn.org/g/1786806365253876.jpg

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图片: https://i.4cdn.org/g/1786808738122256.png

Hi, i don't know if this is the proper thread, but is there any online version of this that is cheap and has no or little censorship that is worth paying for? In /wsg/ people have told about digen, is it worth it?

你好，我不知道这是否是正确的帖子，但是有没有任何在线版本的价格便宜并且没有或几乎没有审查制度值得付费？在/wsg/中人们已经讲述了digen，值得吗？

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图片: https://i.4cdn.org/g/1786809780836400.jpg

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>>109563820

this is a cool idea

这是一个很酷的主意

图片: https://i.4cdn.org/g/1786810087966767.png

>>109563851

>A nearly completed jigsaw puzzle lying on a warm-toned wooden table. The puzzle pieces are made of glossy cardboard, reflecting the light from a nearby window. One puzzle piece is missing, and it rests beside the puzzle on the table. The scene is lit with soft, natural light. THE PUZZLE IMAGE A detailed, high-resolution image of [put the rest of prompt here].

> 一张即将完成的拼图游戏放在暖色调的木桌上。这些拼图由光滑的纸板制成，反射附近窗户的光线。一块拼图丢失了，它放在桌子上的拼图旁边。场景被柔和的自然光照亮。拼图图像 [将提示的其余部分放在这里] 的详细高分辨率图像。

图片: https://i.4cdn.org/g/1786810545372996.jpg

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>>109559941

Why does that look like the unholy love child between a wolf and a Shiba Inu?

为什么这看起来像狼和柴犬之间邪恶的私生子？

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>>109564266

>tfw no chroma girel :(

>tfw 没有色度女孩 :(

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Morning anons

早安，匿名用户们

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>>109564968

gm

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1100 mime girls? it's more likely than you think

1100个哑剧女孩？这比你想象的更有可能

图片: https://i.4cdn.org/g/1786834244824509.png

>>109566936

you did it again?

你又做了一次吗？

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>>109566982

yeah and it cost me $0.71. they're basically giving luna away for free on openrouter

是的，我花了 0.71 美元。他们基本上是在 openrouter 上免费赠送 luna

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Finally finished Sexo Clown Digital Circus over a couple of weeks at work. I feel empty inside now.

经过几周的工作，终于完成了 Sexo Clown Digital Circus。我现在感觉内心空虚。

https://suno.com/song/2312fcee-081a-47fb-a797-69c70bd23045

图片: https://i.4cdn.org/g/1786849842016336.png

>>109568530

its a certified jam

它是经过认证的果酱

>over a couple of weeks at work

>工作了几周

you didn't get baited into trying to use studio, did you?

您没有被诱骗尝试使用 Studio，不是吗？

>I feel empty inside now.

>我现在感觉内心空虚。

order a pizza. that'll fill you right up again

点一份披萨。那会让你再次充满

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>>109568597

Oh no I'm sorry, Suno and Clown Sexo Circus are two completely different things. Digital Circus is a 9 part 30 minute existential crisis digital 3d anime cartoon therapy thing on Youtube. Sexo clown is a thing now apparently Fornite had a dance of her pissing herself and here were are wallowing in our own humanity.

哦不，对不起，Suno 和 Clown Sexo Circus 是两个完全不同的东西。 《数字马戏团》是 YouTube 上的 9 部分 30 分钟存在危机数字 3D 动漫卡通疗法。性小丑现在显然是一种东西，《堡垒之夜》里有一场她自己撒尿的舞蹈，而我们却沉迷在我们自己的人性中。

>>109568721

oh, lol. I know about the digital circus thing, I didn't know about the pissing herself in fortnite thing

哦，哈哈。我知道数字马戏团的事，但我不知道在堡垒之夜撒尿的事

>Sexo clown

>性小丑

I think lumi wants to have sex with clowns too

我觉得lumi也想和小丑做爱

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>>109568760

https://www.youtube.com/shorts/78ZsEu_0Mqk

It's funny that in the way it has nothing to do with the series whatsoever but still included, what the fuck was Fortnite thinking? I mean she could kinda hold her breath in the series, maybe they just made it she could kinda hold her pee for the 2026 fetishists out there. Insane.

有趣的是，它与该系列毫无关系，但仍然包含在内，《堡垒之夜》到底在想什么？我的意思是，她在剧中可以屏住呼吸，也许他们只是让她可以为 2026 年的恋物癖者屏住呼吸。疯狂的。

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>>109569218

who thought arming the birds was a good idea?

谁认为武装鸟类是个好主意？

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can someone tell me why I'm getting a 400 bad request error?

有人可以告诉我为什么会收到 400 bad request 错误吗？

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>>109569254

depends... what even is that ui?

取决于...那个 ui 到底是什么？

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>>109569242

it's revenge

这是复仇

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>>109569262

stability matrix with comfyUI

带有 comfyUI 的稳定性矩阵

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>>109569265

hmm, the first thing i'd do is open dev inspector, go to network tab and rerun the gen. that should show you the full request/response which may have more information than whatever the ui shows.

嗯，我要做的第一件事是打开开发检查器，转到网络选项卡并重新运行生成器。这应该向您显示完整的请求/响应，其中可能包含比用户界面显示的更多信息。

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>>109569420

needs more goblins

需要更多妖精

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>>109569464

i've re-done some wildcards so they may have been lost in the shuffle, but they'll show up eventually, tehy always do

我重新做了一些通配符，所以它们可能在洗牌中丢失了，但它们最终会出现，他们总是会出现

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>>109569479

excuses, excuses

借口，借口

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heh

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>>109569526

>nogens be like

>nogens就像

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>>109569580

ever considered taking her feet to onlyfans?

有没有考虑过把她的脚伸向onlyfans？

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indeed, time to crash

确实，是时候崩溃了

gn all

大家晚安

>>109569587

heh no

嘿不

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>>109569639

oh silly me. i'll be right there.

哦，愚蠢的我。我马上就到。

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>turbo lora

>涡轮洛拉

>tea cache

>茶叶缓存

>spectrum

>sol attention

>sol注意力

Which one of these slop worth using ?

这些废液中哪一种值得使用？

Can I use Intel Arc for image generation?

我可以使用 Intel Arc 来生成图像吗？

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i miss schizo anon

我想念schizo anon

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