/sdg/ - Stable Diffusion General

AHHHHH edition

AHHHHH版

Previously on /sdg/: >>109421282

上一期/sdg/：>>109421282

>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

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>wake up

>醒来

>something smells funny

>有什么味道不对劲

>it aint me starts playing

>“那不是我”开始播放

>look outside

>往外看

>sun is a red smear in the sky

>太阳在天上是一团红色污迹

>cant see more than a few blocks, it's all haze

>看不清几条街，全是雾霾

thank you wildfires

谢谢野火

guess i aint going outside today

看来我今天不出门了

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>mfw Resource news

>mfw 资源新闻

08/02/2026

>LoRA Dataset Studio: LoRA workflow in one tab

>LoRA数据集工作室：LoRA工作流全在一个标签页里

https://github.com/perfectgf/lora-dataset-studio

>comfyui-vram-tracker

>comfyui显存追踪器

https://github.com/PuppetMasterAI/comfyui-vram-tracker

>Sol-Attn: Accelerating Video Generation Inference via On-the-Fly Attention Sparsification

>Sol-Attn：通过即时注意力稀疏化加速视频生成推理

https://nvlabs.github.io/Sana/Sol-Attn

08/01/2026

>EU to get power to enforce rules on AI starting today

>欧盟今天起获得对AI执行规则的权力

https://www.taipeitimes.com/News/front/archives/2026/08/02/2003861786

>FameGrid Auto Color for ComfyUI

用于ComfyUI的FameGrid自动着色

https://github.com/ultramuseart/famegrid-auto-color#famegrid-auto-color-for-comfyui

07/31/2026

>One-take Creation, Flexible Referencing: Introducing Seedance 2.5

>一次性生成，灵活参考：推出 Seedance 2.5

https://seed.bytedance.com/en/blog/one-take-creation-flexible-referencing-introducing-seedance-2-5

>ReToken: One Token to Improve Vision-Language Models for Visual Retrieval

>ReToken：一个Token提升视觉语言模型的视觉检索能力

https://github.com/avaxiao/ReToken

>RefineSVG: Visual Feedback-Driven Reinforcement Learning for Image-to-SVG Generation

>RefineSVG：面向图像到SVG生成的视觉反馈强化学习

https://github.com/liuxiaobo66/RefineSVG

>ROAD: Reciprocal-Objective Alignment of Discriminative Semantics for 3D Shape Generation

>ROAD：面向3D形状生成的判别性语义互惠目标对齐

https://github.com/H-EmbodVis/ROAD

>PhysOmni: Physics-Grounded Multi-Object Scene Generation from a Single Image with Real-Time Interaction

>PhysOmni：基于物理的多物体场景从单张图像实时交互生成

https://physomni.github.io

>DinoLizer: Separating VAE and Diffusion Artifacts in Generative Inpainting Localization

>DinoLizer：在生成式修复定位中分离VAE和扩散伪影

https://github.com/anonyme610/dinolizer

>Inline Studio v1.2.6 - Flux 2 & Minimax H3 API

>Inline Studio v1.2.6 - Flux 2 和 Minimax H3 API

https://github.com/inlineresearch/Inline-Studio/releases/tag/v1.2.6

>SAM 3.1 Multiplex

SAM 3.1 多路复用

https://huggingface.co/Sparknight/sam3.1-int8-int4-convrot

>Suno Loses AI Copyright Lawsuit to German Music Rights Society GEMA

>Suno 在AI版权诉讼中输给德国音乐版权协会GEMA

https://variety.com/2026/digital/news/suno-loses-ai-lawsuit-gema-1236825010

>AI labels to be compulsory on authentic-looking content under EU rules

>欧盟新规要求逼真内容强制标注AI标签

https://www.theguardian.com/technology/2026/jul/31/ai-labels-to-be-compulsory-on-authentic-looking-content-under-eu-rules

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Is debo still a thing?

debo还在吗？

I hope so

希望还在

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>>109438509

sometimes

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>>109438682

Ugh

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afternoon anons

下午好anon们

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>>109439893

howdy

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>>109439893

howdy

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Why does just hitting generate with no prompt give such pretty results? Is there a way to get specific prompts in this artstyle? Or maybe a colored version of it? Or to get colored versions of individual sketches like this?

为什么什么都不写直接点生成，出来的图这么好看？有没有办法在类似风格下得到具体提示词？或者来个彩色版？或者把这些单幅草稿弄成彩色版？

图片: https://i.4cdn.org/g/1785707798410664.jpg

>>109440699

its obviously somewhere in there in the latent space. you just need to go find it

显然它就在潜在空间的某个地方。你只需要去找。

or you could use these as reference images

或者你可以拿这些当参考图

图片: https://i.4cdn.org/g/1785708469899028.png

>>109440699

>no prompt

>没有提示词

you're exploring the latent space

你是在探索潜在空间

you cant control it, it's what the model's made of

你控制不了它，这就是模型的本质构成

you can maybe do img2img to try to do somethign with it

你也许能用img2img试试拿它搞点东西出来

图片: https://i.4cdn.org/g/1785708673529344.jpg

chromagirl latent space

chromagirl潜在空间

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>>109442432

Thank you for all the nigbobumps. We're in dire need of them.

谢谢各位给的nigbobumps（好心提醒）。我们急需这些。

>>109442432

you gonna try out the new video model?

你要试试那个新视频模型吗？

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Last one from me.

我最后发一张。

Good night anons.

晚安，各位。

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>>109445225

G'mornin Anons, sleep tight Quokkas.

早安各位，睡个好觉，短尾矮袋鼠们。

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i miss schizo anon

我想念schizo anon

>>109443185

unlikely, as i have little to no interest in making 5-10s video clips

不太可能，我对拍那种5到10秒的视频短片一点兴趣都没有。

i think i tried one of the video models before and the time it took to make anything was not worth it, and this one seems like more of the same ("but better!")

我觉得我之前试过某个视频模型，花老半天才能出个东西，完全不值当，这个看起来也差不多（“但更好！”）。

图片: https://i.4cdn.org/g/1785757027867611.jpg

Looking at this thread and the quality of the images, especially of bare feet cute girl anon's post, it becomes apparent that SDF hasn't progressed at all. Not one bit.

看看这个帖子里的图片质量，特别是那位赤脚可爱女孩匿名用户的帖子，很明显SDF一点进步都没有，完全没变。

Completely left in the dust by proper models.

完全被正经模型甩得连尾灯都看不见了。

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>>109446436

>SDF

what's that?

那是什么？

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>>109447186

I really like the contrast of these two

我特别喜欢这两者之间的对比。

What about:

那这个呢：

>dark forest, dim blue-purple light

>黑暗森林，幽蓝紫色的光

>forest has a very disturbing pressence and aura

森林的氛围和气息令人感到非常不安。

>the dark fairy monster is almost main character (almost), it's even darker creepier and more disgusting, specially its body, which better matches its face and things around its head

那个黑暗妖精怪物几乎是主角了（差不多吧），它更阴暗、更瘆人、更恶心，尤其是它的身体，跟它的脸和脑袋周围的东西更配了。

>the composition emphasizes the darkness of the fairy and the forest and the light and sweetness of the girl

这幅作品强调了仙女与森林的暗面，以及少女的光明与甜美。

>>109445576

gm

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>>109447263

um, it works best with a full prompt (style, setting, chromagirl, other characters, actions, etc) but i tried adding those elements.

嗯，配上完整提示词效果最好（风格、设定、ChromaGirl、其他角色、动作这些），但我已经试着把这些元素加进去了。

plus every change can take it in a whole different direction

而且每一次改动都可能让整个走向彻底改变。

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>>109447486

Defs not what I had in mind, but I like it, and the glowing trees is a nice touch

虽然不是我原本想的那样，但我挺喜欢的，那发光的树是个不错的点缀。

>>109447486

>>109447507

and thanks 4 not telling me to fuck off

多谢你没叫我滚蛋。

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>>109447507

>>109447514

yah it's hard to give it specific changes after the fact, it's better to start with the skeleton of the prompt you want and see what happens, rather than make small edits to the full output prompt

是啊，事后想具体改确实难，最好先搭好你想要的那个提示词的骨架看看效果，而不是在大段输出上做小修小补。

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>>109447692

what an interesting creative progress

多么有趣的创作过程啊。

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gm

yet another week begins

又是一周开始了。

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>>109448073

gm

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>>109448230

did you switch off kroma already?

你已经把kroma关掉了吗？

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>gm

>>109448264

using kroma-v0.1-rl-mid variant

使用 kroma-v0.1-rl-mid 变体

i think it was trained with 1024 on top of kroma or something

我觉得它是用1024在kroma或什么基础上训练的

图片: https://i.4cdn.org/g/1785772072112533.jpg

Even when a fully new model is released and all /ldg/ threads explode (even your trollbakes) /sdg/ is still a dead shithole because no one wants to hang around with nigbo kek

哪怕全新模型发布、所有/ldg/帖子都炸了（连你那些阴阳怪气的回帖也是），/sdg/依旧是个死气沉沉的破地方，因为没人乐意跟尼格波一起混，呵呵。

>>109448337

you still have krea-raw in your filename

你文件名里还有 krea-raw

>>109448359

apparently it doesn't matter what new models you get or how much activity you get, you'll still come here and cry. your brain is completely broken

看来不管出什么新模型、有多少活跃度，你照样还是会上这儿来哭天抹泪的。你这脑子算是彻底废了。

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is flux1 kontext dev still the best for quick image edits?

flux1 kontext dev 现在还是快速修图的最佳选择吗？

>>109448408

If /sdg/ anons try to force themselves into /ldg/ we of course also post here

如果/sdg/的老哥想硬闯/ldg/，我们当然也会在这儿发帖。

You wanted this whole situation and got what you wished for, so deal with it

这局面是你自己想要的，求仁得仁，那就受着吧

>>109448408

>you still have krea-raw in your filename

>你文件名里还留着krea-raw

well that is the model. the filename would be 3x as long if i listed all the loras lel

那不就是模型本身嘛。要是把所有lora都列出来，文件名得长三倍，哈哈

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>>109448491

oh right, kroma isn't a mix, its a lora

哦对，kroma不是混出来的，是个lora

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>>109448542

yah i dont think he posted the fft

是啊，我觉得他没发那个fft

now with the new video thing out i doubt he will since he wants to play with that instead

现在新视频那玩意儿出来了，估计他更不会发了，他光顾着玩那个去了

another unfinished possibility

又一个烂尾的可能

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>>109448483

Let him simmer in his own AI hell surrounded by his 3 bot safespace reddit spammers that dump their daily waste of cpu everyday here since no one else will touch this place with a 10 foot stick anymore.

就让他泡在他自己的AI地狱里吧，身边围着他那三个机器人安全区reddit水军，每天往这儿倒他们那点CPU垃圾，反正现在也没人愿意拿十尺竿子碰这地儿了。

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>>109450628

wow disgusting toes now go touch grass

哇，这脚趾真恶心，赶紧去外面晒晒太阳吧

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>>109450666

checked

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>>109451084

Nice colour balancing.

色彩平衡调得不错。

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Nice slop.

垃圾活儿干得挺漂亮。

Afternoon anons

下午好，各位anon

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>>109451098

ty :)

>>109451345

howdy

you're late

你来得太晚了 ﹚ 我怀念以前啥事都没有的安静日子

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>>109451345

afternoon

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>ga

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i miss the quiet times when nothing was happening

我怀念那段风平浪静的安宁时光

people turn into total cunts at times when new models drop

每次新模型出来的时候，人就全变成纯傻逼

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minimax t2i

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i dont want people to think i didnt try it, so here it is

我不想让人觉得我没试过，所以放这儿了

>>109449681

https://files.catbox.moe/p0ffcq.mp4

>>109454090

in case that link didnt work

万一那个链接打不开

>>>/wsg/6207583

also mfw trying to get minimax to work

还有，看着minimax跑起来那表情

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>>109452842

some people are cunts all the time

有些人就是从头到尾都是傻逼

>>109454121

how long did the gen take?

生成一次花了多久？

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>>109454630

about a min for 5s after i tard-wrangled the nodes and sage attention to work because it was taking like 4 mins on my first couple of runs. dealing with ideogram bbox shit was more "fun" than this.

大概一分钟出5秒的片，前提是我得先折腾半天把节点和sage attention调好，头两次跑要四分钟。跟ideogram那bbox破事比起来，这个算"好玩"的了。

but i just wanted to test it and see if it worked as advertised, and it does.

但我就是想测测看它是不是跟宣传的一样能跑，结果确实能。

text to image >>109453244

文生图 >>109453244

was eh. i could play around wiht it but waiting for it to load and reload models if you switch workflows is also a pain.

也就那样吧。我可以玩玩，但要切换工作流就得等它加载、重载模型，也挺烦的。

i get that people like making memes and such but its not for me

我懂大家喜欢做梗图啥的，但那不是我的菜

have you read the document on prompting? fuck that shit lel

你读过那篇prompting文档吗？去他妈的，笑死

i guess some people just have more patience for this than i do, and i do 3+ min gens regularly already. if you feed it a video as ref and just change the dialogue or a couple of things it's alright, but writing the whole "script" from scratch (even with an api llm since forget loading a local llm) is just too much of a hassle for me

我觉得有些人就是比我能熬，我平时跑一次都得三分钟以上了。你拿视频当参考，只改改对话或者几个地方，那还行；但要从头写整套"剧本"（哪怕用api的llm，因为本地llm就别想了）对我来说太折腾了

it is what it is, and more power to those who have fun with it. once you get it running it's simple (other than wrting the "script" and playing with the settings). also 40gb+ of disk space +20gb if you get the "fl2va" whatever that is

就这样吧，谁能玩得开心那是人家的本事。一旦跑起来其实挺简单的（除了写"剧本"和调参数）。还有，40多G的硬盘空间，再加20G如果你搞那个"fl2va"啥的

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>>109454709

>>109454630

also i didnt play around with it long enough but it seems to change reference inputs too much for my purposes. and frankly making the nth meme out of [your favorite media clip] is not my thing. i've noticed three main purposes for these video models: porn, pol memes, and anime/vidya memes. porn you're better off just downloading one of the zillions of free things out there, and the memes are .. memes.

另外我没玩太久，但它好像对参考输入改得太多了，不太合我用。说实话，拿[你最喜欢的视频片段]做第N个梗不是我的菜。我注意到这些视频模型就三大用途：色情、政治梗、动漫游戏梗。色情的话你不如直接去下那海量免费资源，梗嘛……就只是梗。

>some people are cunts all the time

>有些人就是从头到尾都是傻逼

indeed

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>>109454709

>waiting for it to load and reload

>等着它加载又重载

this is the reason I'll prob never touch it. constant model swapping would be so slow on my machine, esp if I had an llm step in there too. I regret not building a giga-machine before the hardware world went haywire

这就是我大概永远不会碰它的原因。不断换模型在我机器上会慢到爆炸，尤其是我中间还夹了一个LLM步骤。真后悔在硬件世界疯掉之前没搞台巨无霸机器。

>>109454792

>three main purposes for these video models: porn, pol memes, and anime/vidya memes

>这些视频模型的三大用途：黄片、政治梗图、动漫/游戏梗图

its ironic that the people with the hardware and the desire don't have the talent, and the people with the talent don't touch it

讽刺的是，有硬件和欲望的人没才华，有才华的人不碰这玩意儿。

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>>109454819

it's the way of the world

世道就是这样。

when the first samples are star wars, "hot woman in hot car" stuff, and random cute cat meme #4, my brain just goes to sleep

当第一批样片是《星球大战》、“辣妹在辣车里”这种东西、还有随便第4号可爱猫咪梗图，我脑子直接关机了。

and now i go to sleep

现在我也去睡了。

gn all

大家晚安

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>>109454931

gn

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>>109454931

gn

here goes nothin: https://files.catbox.moe/jv89b9.mp4

6 minutes, t2v. got another one cookin, then might try i2v or r2v idk what the difference is desu

6分钟，文生视频。另外一条正在跑，之后可能试试图生视频或者别的生视频，老实说我不知道有啥区别。

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this cost me a dollar and still had the nerve to take 5 minutes to gen on API. what a racket.

这玩意儿花了我一美元，还TM好意思在API上跑了5分钟。真是暴利。

https://files.catbox.moe/vrbjlt.mp4

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>>109455424

yo

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>>109455497

OMFG I FORGOT THE LINK

https://files.catbox.moe/8s75em.mp4

>>109455412

pretty goog tho

不过效果还挺好。

but a whole dollar goog? who knows

但整整一美元？谁知道呢。

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>>109455559

yeah developing an idea with api costs a lot, doing it with gpu takes twice as long.... this is why i never fucked with animations lol

是啊，用API把一个想法跑出来贼烧钱，用GPU做时间翻倍……这就是我从来不做动画的原因，哈哈。

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motherfuckers

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>>109452842

Haha what a pathetic loser you are posting slop here all day while crying endlessly. Maybe Reddit is more your thing I hear they have safespace lgbt zones for loser babbies like you.

哈哈，真是个可悲的菜鸡，整天在这儿发垃圾还哭个没完。也许Reddit更适合你，听说那里有给像你这种废物宝宝准备的LGBT安全区。

>>109455996

you attacked the wrong loser, moron. die screaming

你惹错人了，傻逼。给我去死。

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Amusing this literal nobody who thinks he's getting a (you) from me. Nice trip tryhard but like who are you and why you think you matter? You don't.

有意思，这个无名小卒还真以为自己能拿到我的回应。想钓我？省省吧，你谁啊，凭什么觉得自己配？你不配。

>>109456057

>trip

the absolute state of you lmao

瞧瞧你这德行，笑死我了。

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Keep yappin nobody maybe somebody will know who you are someday.

继续逼逼吧，没人认识你，也许哪天有人会知道你是谁的。

>>109456142

ok buddy

行行行，兄弟。

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that's what you are

你就是这么个东西。

https://suno.com/s/GRTExLgYEjLtodxk

https://youtu.be/rHeaoBAbBhI

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G'mornin Anons, have a great day!

早安众安，祝大家有美好的一天！

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i miss schizo anon

我想念schizo anon

good morning

早安

>>109457543

me too

我也是

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>>109457550

gm

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>>109438194

nice

brush your teeth homies

兄弟们记得刷牙。

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>>109457820

G's keeping it real

老铁们保持真实。

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new

>>109458081

>>109458081

fin

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