/ldg/ - Local Diffusion General

Discussion and Development of Local Image, Video, and Music Models

本地图像、视频和音乐模型的讨论与开发

Previous: >>109468066

上一条：>>109468066

https://rentry.org/ldg-lazy-getting-started-guide

>UI

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

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

SDWebUI: https://rentry.org/ldg-lazy-getting-started-guide#the-stable-diffusion-web-ui-lineage

Wan2GP: https://github.com/deepbeepmeep/Wan2GP

>Checkpoints, LoRAs, & Upscalers

>检查点 (Checkpoints)、LoRA 和超分辨率模型

https://huggingface.co/models

https://huggingbay.xyz

https://civitai.com

https://civitaiarchive.com

https://openmodeldb.info

>Tuning

https://github.com/spacepxl/demystifying-sd-finetuning

https://github.com/ostris/ai-toolkit

https://github.com/Nerogar/OneTrainer

https://github.com/tdrussell/diffusion-pipe

https://github.com/kohya-ss/sd-scripts

https://github.com/kohya-ss/musubi-tuner

>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/

>Anima

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

https://tagexplorer.github.io/

https://animadex.net

>Klein

https://huggingface.co/collections/black-forest-labs/flux2

>Misc

Local Model Meta: https://rentry.org/localmodelsmeta

Share Metadata: https://catbox.moe | https://litterbox.catbox.moe/

Txt2Img Plugin: https://github.com/Acly/krita-ai-diffusion

Archive: https://rentry.org/sdg-link

Collage: https://rentry.org/ldgcollage_v2

>Neighbors

>>>/aco/csdg

>>>/b/degen

>>>/gif/vdg

>>>/d/ddg

>>>/e/edg

>>>/h/hdg

>>>/trash/slop

>>>/vt/vtai

>>>/u/udg

>Local Text

本地文本模型

>>>/g/lmg

>Maintain Thread Quality

>保持帖子的质量

https://rentry.org/debo

https://rentry.org/animanon

附件: https://i.4cdn.org/g/1785949437814703.webm

>mfw Resource news

>mfw 资源新闻

08/05/2026

>Inline Studio v1.2.62 - Minimax H3 Lora training still only

>Inline Studio v1.2.62 - 仅支持MiniMax H3 Lora训练

https://github.com/inlineresearch/Inline-Studio/releases/tag/v1.2.62

>Qwen3-VL-32B-Instruct-MiniMax-H3-GGUF

>Qwen3-VL-32B-指令-MiniMax-H3-GGUF

https://huggingface.co/nif0/Qwen3-VL-32B-Instruct-MiniMax-H3-GGUF

>Qwen3-VL-32B-Instruct-ultra-uncensored-heretic-H3-GGUF

>Qwen3-VL-32B-指示-超未经审查的异端-H3-GGUF

https://huggingface.co/nif0/Qwen3-VL-32B-Instruct-ultra-uncensored-heretic-H3-GGUF

>MiniMax-H3-TAE: 2D tine VAE for MiniMax-H3

>MiniMax-H3-TAE：用于MiniMax-H3的2D tine VAE

https://huggingface.co/Kijai/MiniMax-H3-TAE

>SPADE: An Input-Adaptive Sparse Attention Engine for Fast Video Diffusion Models Inference

>SPADE：用于快速视频扩散模型推理的输入自适应稀疏注意力引擎

https://github.com/6somehow/DAC-SPADE

>CAPE-T2V: Captioner-Anchored Prompt Enhancement toward Two-Sided Conditioning Alignment in Text-to-Video Generation

>CAPE-T2V：基于标题锚定的提示增强，实现文本到视频生成的双向条件对齐

https://github.com/yizzz927/CAPE-T2V

>JoyAI-Video-Edit: Real-Time Open-Ended Video Editing with Autoregressive Diffusion

>JoyAI-Video-Edit：基于自回归扩散的实时开放式视频编辑

https://github.com/jd-opensource/JoyAI-Video-Edit

>ParVL: Parallel Scaling and Expandable Compute Allocation for Multimodal LLMs

>ParVL：多模态LLM的并行扩展与弹性算力分配

https://github.com/YangYangGirl/ParVL

>OliveGemma: A 3 Billion Visual Language Model for Recognising the Mediterranean & European Diet

>OliveGemma：一个30亿参数的视觉语言模型，用于识别地中海及欧洲饮食

https://huggingface.co/JamesZar/OliveGemma-3B

08/04/2026

>stable-diffusion.cpp adds support for MiniMax-H3

>stable-diffusion.cpp 新增对 MiniMax-H3 的支持

https://github.com/leejet/stable-diffusion.cpp/blob/master/docs/minimax_h3.md

>ComfyUI Spectrum MiniMax H3: 34% lower Euler sampling time, 30% lower RES time

>ComfyUI Spectrum MiniMax H3：Euler 采样时间降低34%，RES 时间降低30%

https://github.com/xmarre/ComfyUI-Spectrum-MiniMax-H3

>MIEScore: Human-Aligned Evaluation for Multi-Source Image Editing

>MIEScore：面向多源图像编辑的人类对齐评估

https://github.com/IntMeGroup/MIEScore

>PeCA: Palette Context Assisted Inference for Test-Time Paint-Bucket Colourisation on Animation Videos

>PeCA：调色板上下文辅助推理，实现动画视频测试时油漆桶着色

https://rathgrith.github.io/PeCA

>Kandinsky WM 1.0: A family of models for Physical AI

>Kandinsky WM 1.0：面向物理AI的模型家族

https://github.com/kandinskylab/kandinsky-wm

08/03/2026

>MiniMax H3 Official Video Prompt Writing Guide (T2VA / I2VA / FL2VA / L2VA)

>MiniMax H3 官方视频提示词编写指南（T2VA / I2VA / FL2VA / L2VA）

https://huggingface.co/MiniMaxAI/MiniMax-H3/blob/main/docs/VIDEO_PROMPT_WRITING_GUIDE_base_en.md

(无正文)

图片: https://i.4cdn.org/g/1785949505932677.png

>mfw Research news

>mfw 研究新闻

08/05/2026

>SeCo-SBIR: Semantically Consistent Prompt Learning for Zero-Shot Sketch-Based Image Retrieval

>SeCo-SBIR：零样本草图图像检索的语义一致提示学习

https://arxiv.org/abs/2608.03120

>HyperbolicDiffusion: Sharp & Scalable Tiled Generation on the Hyperbolic Plane

>HyperbolicDiffusion：双曲平面上的锐利可扩展平铺生成

https://arxiv.org/abs/2608.03422

>DiverseDiT++: Quantifying, Analyzing, and Promoting Representation Diversity in Diffusion Transformers

>DiverseDiT++：量化、分析与提升扩散Transformer中的表征多样性

https://arxiv.org/abs/2608.03082

>Can T2I Models Draw from the Right Frame of Reference?

>T2I模型能从正确的参考系中作画吗？

https://arxiv.org/abs/2608.03357

>Hunyuan3D-Buffalo 1.0: A Unified Multimodal Model for Scalable 3D Generation, Understanding, and Editing

>Hunyuan3D-Buffalo 1.0：用于可扩展3D生成、理解与编辑的统一多模态模型

https://tencent-hunyuan.github.io/Hunyuan3D-Buffalo1.0

>Self-Supervised Representation-Guided Generative Dataset Distillation

>自监督表征引导的生成式数据集蒸馏

https://arxiv.org/abs/2608.03218

>Latent Reward Registers for Diffusion Preference Alignment

>用于扩散偏好对齐的潜在奖励寄存器

https://arxiv.org/abs/2608.03929

>UniWorld-Design: From Pixel Generation to Layer-Native Design

>UniWorld-Design：从像素生成到图层原生设计

https://arxiv.org/abs/2608.03971

>MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding

>MultiCompose：基于逐主体属性绑定的多概念个性化组合

https://arxiv.org/abs/2608.03708

>RIDGE: Re-Noising with Internal Dynamic Guidance for Image Editing

>RIDGE：利用内部动态引导实现图像编辑的重新加噪

https://arxiv.org/abs/2608.03059

>Efficient Video Dataset Distillation via Cluster-Guided Prototype Blending

>通过聚类引导的原型混合实现高效视频数据集蒸馏

https://arxiv.org/abs/2608.03269

>Rectify Then Diffuse: Disentangling Concepts Before Denoising Trajectory Unfolds

>先校正再扩散：在去噪轨迹展开前解耦概念

https://arxiv.org/abs/2608.03135

>TASQ: Temporal-Adaptive Bit Sparsification Quantization for Diffusion Models

>TASQ：扩散模型的时间自适应比特稀疏化量化

https://arxiv.org/abs/2608.03057

>Adaptive Two-Stage Visual Token Pruning for Efficient Inference in VLMs

>VLM高效推理的两阶段自适应视觉令牌剪枝

https://arxiv.org/abs/2608.03112

>Enhancing VLM Reward Models Through Structure-Aware Fine-Tuning

>通过结构感知微调增强VLM奖励模型

https://arxiv.org/abs/2608.03875

>Qwen-3D: A Generalist 3D Vision-Language Model for Spatial Understanding

>Qwen-3D：面向空间理解的通用3D视觉语言模型

https://qwen-3d.github.io

>When Do Fewer Visual Tokens Accelerate Multimodal Inference? A Break-Even Study Across Decision Locations and Hardware

>更少的视觉令牌何时能加速多模态推理？跨决策位置与硬件的盈亏平衡研究

https://arxiv.org/abs/2608.03649

Are lewd gens actually welcome here? or is this a prude thread?

这里欢迎涩涩生成图吗？还是这版比较清心寡欲？

>>109469853

>>109469863

Stop spamming

别刷屏了

>>109469865

who cares? it will disappear in a few hours and not be remembered in the next day

谁在乎？过几小时就沉了，明天没人记得

>>109469860

Especially when waiting on those fucking gens

尤其等那些该死的生成图的时候

>kikes at openAI wouldnt give you sora

>OpenAI那帮犹太佬不给你Sora

>china gives you a better, uncensored, reference capable sora

>中国给你一个更好、无审查、能参考的Sora

图片: https://i.4cdn.org/g/1785949615039564.png

>>109469853

>Qwen3-VL-32B-Instruct-ultra-uncensored-heretic-H3-GGUF

>Qwen3-VL-32B-指示-超未经审查的异端-H3-GGUF

Has anyone been able to demonstrate any utility from this or is it 100% snake oil

有人真证明这玩意儿有用吗？还是纯纯的忽悠？

>>109469870

Anon, you have autism.

老哥，你有自闭症。

>>109469865

its a blue board. you can post nsfw in catbox

这是蓝版，NSFW请发catbox

>>109469865

>>109458081

>>/g/sdg

>>109469842

You guys are too obsessed with Miku and Floyd. make another material

你们太沉迷Miku和Floyd了，整点新素材行不行

>>109469883

>make another material

>整点新素材

sorry saar what would you like to see to please your eyes saar?

对不起老爷，您想看啥来伺候您的眼睛啊老爷？

>>109469891

Me (Indians) with Young blonde girl

我（印度人）配年轻金发妹

mfw you are a LTX2 employee:

当我知道你是LTX2员工时的表情：

https://files.catbox.moe/6obuly.mp4

Is there a way to be able to switch between two groups of nodes for inputs? Like one toggle that disables one group and enables the other and vice versa? I sweat I've seen custom nodes like that before somewhere.

有没有办法在两组输入节点之间切换？比如一个开关关掉一组、打开另一组，反过来也行？我记得好像在哪儿见过这种自定义节点。

>>109469883

I for one would like to see more Seinfeld gens (currently genning more Seinfeld)

我倒想多看些宋飞传的生成图（正在生成更多宋飞传中）

>>109469872

CHINA NUMBAH WAN

>>109469910

Welp...

>>109469910

I see it...

我看到了……

eros10 and sulphur are both working on a finetune for h3

eros10和sulphur都在搞h3的微调模型

(无正文)

附件: https://i.4cdn.org/g/1785949919334539.webm

>>109469903

>>109469907

>>109469900

and again!

又来！

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

>>109469910

jannies lost, I am not hitting F5

管理猿输了，我就不按F5刷新

>>109469883

robari scenes

robari场景

>prompt for any show or recognizable style

>用提示词生成任何剧集或可辨认的风格

>non sloppy output that looks very good

>输出不糊，效果很好看

>prompt for anything that's not that

>提示词换成别的

>pure "AI slop" style

>立刻变纯"AI垃圾"风格

how do I fix this on minimax? What's the secret prompt you anons add?

在minimax上怎么解决？你们老哥都加什么秘密提示词？

sage + spectrum, 0.7mp 8sec, 20 steps = 549sec

sage加spectrum，0.7mp 8秒，20步 = 549秒

sage + easycache, 0.7mp 8sec, 25 steps = 569sec

sage加easycache，0.7mp 8秒，25步 = 569秒

slight variations but pretty identical quality.

差别不大，质量基本一样。 ┘ 下一步试试中国那个缓存节点。

going to try the chinese cache node next.

接下来试试中国的缓存节点。

>>109469910

Good taste, your sacrifice will not be forgotten

品味好，你的牺牲不会被遗忘

>>109469883

>make another material

>整点新素材

I agree with the sentiment because these guys are creativity bankrupt, but the phrase is "get new material"

我同意这说法，因为这帮人创意破产了，但正确说法应该是"搞点新素材"

the unfortunately thing about many of these posters is they're very technically capable while having no artistic inclination. all they can really type into the prompt field is whatever /pol/ hread they last saw or their favorite racisms. sad

不幸的是，很多发帖的人技术能力很强，却毫无艺术细胞。他们能往提示词框里打的，无非是上次看的/pol/帖子或者他们最爱的种族歧视话术。可悲。

图片: https://i.4cdn.org/g/1785950145146388.png

>retards don't know how to use catbox

>傻子不会用catbox

>still posting NSFW

>还在发NSFW

the state of /g/

这就是/g/版的现状

>>109469956

Because we don't care about you, autistic idiot.

因为我们不在乎你，自闭白痴。

I wanna make a version of this but for patreon artists from the west exclusively.

我想做个这种图，专门恶心西方Patreon画师。

https://files.catbox.moe/x7nt18.mp4

>>109469924

Gonna check those out, thanks.

我去看看那些，谢了。

Do. Not. Engage.

别。回。应。

You have been warned.

你已经被警告过了。

>>109469956

I don't know why anons keep sharing sfw gens on catbox instead of just crosslinking with /wsg/

我不懂为啥老哥们都把SFW生成图发catbox，而不是直接跟/wsg/互相链接

>>109469939

the secret is txt2vid is retarded. always use reference

秘诀就是文生视频是智障，永远用参考图

>>109469873

Depends, do you notice it dancing around or ignoring a prompt that would run up against an LLM's safety guardrails? Test them both out by using a scenario you know an LLM would normally refuse, like have your 1girl mixing chemicals, but say she's making a bomb or doing something violent like killing or raping someone.

看情况，你能察觉它绕弯子或者忽略会撞上LLM安全护栏的提示词吗？用一个你知道LLM通常会拒绝的场景两边都测一下，比如让1girl在混合化学品，但说她是在造炸弹或者干暴力的事，比如杀人或强奸某人。

If nothing changes between the two; snake oil.

如果两者没区别，那就是忽悠。

>>109469966

success! this would make them troon out for sure.

成功了！这肯定能逼他们直接变性。

https://files.catbox.moe/w7trfg.mp4

>>109469873

its snake oil. uncensored clips have never been proven to change anything

就是忽悠。无审查片段从来没被证明能改变任何东西

>>109469950

>the unfortunately thing

不幸的是

it's "the unfortunate thing", debrown

是"the unfortunate thing"，印度佬。

Which one do I need? I run on 24gb/64gb and have "qwen3vl_32b_minimax_h3_nvfp4_awq.safetensors" running.

我该用哪个？我跑的是24gb/64gb配置，现在用着“qwen3vl_32b_minimax_h3_nvfp4_awq.safetensors”这个模型。

Thanks.

图片: https://i.4cdn.org/g/1785950507500333.jpg

I need optimized workflow so bad

我太需要优化工作流了

>inb4 DaSiWa

>坐等DaSiWa

Terrible workflow

工作流烂透了

图片: https://i.4cdn.org/g/1785950543464174.jpg

>>109469966

maybe I'm retarded but I think it's a good thing.

可能我脑子有问题，但我觉得这是好事。

reducing the barrier of entry to create your vision is just going to mean we're going to end up getting a lot more interesting content.

降低创作门槛只会让我们看到更多有趣的内容。

even if 90% is shit. it still grows the pie so it just means we're going to get more of that 10% that is actually good.

就算90%是垃圾，蛋糕还是做大了，所以意味着我们能拿到更多那10%真正的好东西。

>>109469990

It's going to be snakeoil, they're just using the parts of the text encoder that translates prompts into magic AI space, and given it knows nigger it's safe to say it's been trained on the internet's full text.

这就是卖狗皮膏药，他们只是用了文本编码器里把提示词翻译成AI魔法空间的那部分，而且既然它认识“黑鬼”这个词，基本可以肯定它是在全网文本上训练的。

I just learned that porn is indeed illegal in china

我刚知道在中国色情确实是非法的

Thank god jiggle addicted researchers exist in china

谢天谢地中国还有沉迷摇摇晃晃的研究人员

>>109470010

dasiwa is the king of workflows, my guy

兄弟，dasiwa才是工作流之王

>>109470014

thats true for tech in general, the people mad about AI are just mad more people can make cool shit. they want a monopoly so they can overcharge.

这对整个科技领域都适用，那些对AI不满的人只是气恼更多人能做出酷东西了。他们想搞垄断好漫天要价。

>>109470023

Need Nightly ComfyUI. And those accursed Director mode

需要Nightly版ComfyUI，还有那该死的Director模式

>not making your own workflow to learn the ins/out of the model perfectly.

>不自己做工作流把模型的里里外外摸透

(无正文)

附件: https://i.4cdn.org/g/1785950717629150.mp4

>not copy and pasting the workflow for easy genning

>不直接复制粘贴工作流一键生图

Some questions

几个问题

1 - Does anyone tried the INT4 Kijai Model ? Post results plz

1 - 有人试过Kijai的INT4模型吗？请发结果

图片: https://i.4cdn.org/g/1785950774161433.jpg

>>109470050

Don would never.

Don永远不会这么干。

>>109470059

>INT4

lol

lmao, even

哈哈，真是这样

>>109470048

i just want to click generate and have the model do everything i want without me having to do anything

我只想点一下生成，模型就能自动搞定我想要的一切，什么都不用我操心

>>109470050

>generating in high res, while using easycache and low steps

>高分辨率出图，同时用easycache和低步数 ‎⟧ 你们有些人能不能别发帖了

some of you please stop posting

各位能不能别发了。

图片: https://i.4cdn.org/g/1785950918424415.png

>>109470083

shut up

闭嘴

If you guys want a good nsfw gen thread, I recommend the /b/ thread. Just search diffusion in the catalog.

如果你们想要一个靠谱的NSFW生图串，我推荐/b/串。去目录里搜diffusion就行。

The reason I recommend /b/ is because it's the most active yellow board thread by far. In fact it's the most active AI image gen thread, period. Sure people post some nasty stuff there, and I rarely click on anything myself, but it's also the thread with the least amount of drama, and I like that you can just post anything without having to worry about violating some rule (deadass I've been banned on /h/ for posting /e/ content).

我推荐/b/的原因是因為它目前是最活跃的黄色板块串。事实上它也是最活跃的AI生图串，没有之一。當然有人会发些恶心的东西，我自己也基本不点开，但它也是撕逼最少的串，而且我喜欢那种不用顾虑违规规则就能随便发东西的感觉（說真的，我因为在/h/发/e/内容被ban过）。

/e/ is full of drama and schizophrenia, and they are miles behind the curb (not even using minimax).

/e/全是撕逼和精神病，而且落后十万八千里（连minimax都不用）。

/h/ has two threads, one is dead and the other is full of drama and schizophrenia. Every time I bother to check I see /hgg/ has like 1800 posts, but sitting on page 8 and last reply was 5 hours ago lol.

/h/有两个串，一个死了，另一个全是撕逼和精神病。每次我点进去看都发现/hgg/有差不多1800楼，但停在第八页，最后回复还是五小时前，哈哈。

/vg/ thread is dead.

/vg/串已经死了。

/gif/ - I feel like it should be more active than it is, especially after the release of H3.

/gif/ - 我觉得它应该更活跃才对，尤其是在H3放出之后。

>>109470121

but /degen/ is full of juliens

但/degen/全是朱利安们

https://litter.catbox.moe/rpwlbg.webm

附件: https://i.4cdn.org/g/1785951235749745.webm

>>109469872

I use Grok

我用Grok

>>109470104

图片: https://i.4cdn.org/g/1785951262772589.png

>>109470121

You really unironically recommending people to post in the thread full of actual pedos and pseudo-avatarfags? Pretty sure just posting anything in that thread puts your on a list somewhere.

你真这么一本正经推荐人去那种全是变态恋童癖和伪二次元控的串发帖？我觉得光在那儿发个帖子就能把你记上名单了。

>>109470132

what a loser

真是个失败者

>>109470121

>/b/

stopped reading there

读到这儿我就看不下去了

>>109470128

I don't see anyone trying to shill a crappy wrapper, or regularly picking autistic fights. There's sometimes a bit of drama but overall the /b/ diffusion community is much healthier than /ldg/, and FAR healthier than /edg/ and /hgg/.

我没看到有人推销垃圾封装器，或者老是找茬吵架。偶尔有点小打小闹，但总体来看/b/扩散社区比/ldg/健康多了，比/edg/和/hgg/更是强出一大截。

It has a more up-beat atmosphere, and doesn't have a handful of permanently cranky autists always looking to pick fights and drag the thread down. One might even describe it as comfy, despite some of the nasty images that get posted.

这里氛围更积极，不像那边有几个常年暴躁的老哥整天想挑事、把帖子拖下水。尽管偶尔有人发些恶心图，但甚至可以说这儿挺舒服的。

>>109470121

why don't you post in the general that you created. :^)

你为啥不去你自己建的那个综合帖里发言呢。:^)

you couldn't pay me to browse /b/

给我钱我都不逛/b/

fucking disgusting

恶心死了

>>109470161

/b/ is comfy, posts here anyways. words once again lose to actions

/b/挺舒服的，反正我就在这儿发帖。 嘴炮永远干不过实际行动

>>109470161

oh i wasn't talking about the lolcow dev angle, i was talking about him being an actual pedophile

哦我说的不是lolcow开发那事，我是说他是真恋童癖

but i see how i was being vague

但我懂我这话说得太含糊了

>>109470143

Firstly people like you just apply the pedo label to everyone you don't like. If someone posts a cartoon girl that's 17 years, 364 days old you, you will angrily label them a pedo, it's just part of your nature.

第一，像你这种人就是给所有看不顺眼的人贴恋童标签。要是有人发个17岁零364天的动漫萝莉，你就气冲冲给人扣上恋童帽子，这已经成你本能了。

Secondly, "avatarfags" is another coping mechanism that terminally online 4chan autists like yourself roll with all the time. Posting multiple images that are similar or derived from the same prompt is not avatarfagging. Avatarfagging is when you're literally trying to emulate having a forum avatar, captioning your posts with some kind of visual identity.

第二，"头像狗"是你们这种整天泡在4chan上的自闭宅男常用的又一套自我安慰说辞。连发几张风格相似或同一提示词生成的图不叫头像狗。头像狗是那种真想在论坛搞个头像效果，用某种视觉符号给自己帖子加戏的行为。

Thirdly, the notion that you get put on a "list" is schizophrenic conjecture on your part. You're no more likely to be put on a list posting there than you are here. If you posted or requested illegal content, that's what really puts you on a list.

第三，说什么会被"拉名单"纯粹是你精神分裂式的臆想。你在那儿发帖被拉名单的概率跟在这儿一样低。真要是发了或求了违法内容，那才是真把你送上名单的事。

>>109470161

>the /b/ diffusion community is much healthier

>/b/扩散社区更健康

it's literally just pedo slop

说白了就是恋童垃圾堆

>>109470161

just your friendly neighborhood pedophile!

就是你家隔壁的友善恋童癖罢了！

>>109470173

Take note of how you are completely oblivious to your autistic language. I do not expect unintelligent autists like yourself to ever develop a modicum of self-awareness.

注意一下你完全意识不到自己那套自闭言论。我可没指望你这种低智自闭症患者能有一丁点自我认知。

you guys triggered another wanschizo meltdown LOOOL

你们又把那个万斯神经病惹炸毛了 哈哈哈哈哈

relax little bro it's not that deep, thanks for the health check on the general's neighbors tho

淡定老弟，没你想的那么严重，不过谢了，还专门来检查综合帖邻居们的健康状况

>>109470180

Are you argueing that /degen/s are not pedos and every girl posted is 17 years old there? Retard

你是想说/degen/那边没恋童癖、发的每个妹子都是17岁？傻逼

>>109469428

I'll have to give that sped spectrum node a shot, it turns out my node setup IS providing a speedup but i can only do so much.

我得试试那个加速频谱节点，原来我的节点设置确实在提速，但能力就那么多。

first attempts to get the anime girl to suck the popsicle went just fine, she didn't eat it like the megumin tardbiscuit that keeps making eating gens. i suspect he's trolling because all of my gens have been successful, just low quality due to my own skill issues.

第一次试着让动漫妹子吸冰棍挺顺利的，她没像那个惠惠傻逼饼干一样老发吃吃东西的生成图。我怀疑那家伙是在钓鱼，因为我所有生成都成功了，只是自己技术不行质量低了点。

>>109470121

Yeah I just went to the /b/ thread. It's literally just child porn and zoophilia. Everybody in those threads needs to be hanged in front of an audience.

对，我刚去看了/b/帖子。纯纯的儿童色情加兽交。那帖子里的人全都该拉去当众吊死。

>>109470193

By pointing out the obvious fact that if things were so good over there you would be there and not here? If anyone is autistic it's you because you don't understand basic human behavior. It's so funny how the internet has created all these crazy liars. It's so much cheaper to use words to virtue signal instead of actually doing the thing you virtue signal about.

指出一个显而易见的事实：如果那边真那么好，你怎么会在这而不是那？要说自闭，你才是自闭，因为你连基本的人类行为都理解不了。互联网创造出这么多疯子骗子，真够好笑的。用嘴皮子标榜道德比真去做什么便宜多了，光说不练嘛。

>>109469872

>reference capable

>参考能力

do I need another model for this? or is it a capability of the base one

我还需要另一个模型吗？还是说基础版就这么强

people keep mentioning LoRAs for h3 on civit, but I have yet to see a single one...

大家老在civit上提H3的LoRA，但我一个都没见着……

>>109470182

>>109470210

hate to admit it, but those with degen fetishes are the ones who drive this space forward. people like lodestones is a good example of this

不想承认，但就是那些有变态癖好的家伙在推动这行进步。像lodestones这样的人就是好例子。

Why can't these pedos not fuck off to literally any other board

这些恋童癖怎么就不能滚去别的版块待着？

>>109469922

das pretty guud

这玩意儿挺带劲的

>>109470222

kys julien, the kids will be safer for it

去死吧julien，你死了孩子们更安全

>>109470180

pretty sure you're just baiting but I'll bite.

我挺确定你在钓鱼，但我还是上钩了。

They're actual pedos my guy. the girls are clearly prepubescent I wouldn't be calling anyone a pedo for posting gens of developed bodies.

他们真就是恋童癖啊老哥。那些女孩明显还没发育，我也不会因为有人发成年体型的图就叫人家恋童癖。

They avatarfag because they tell each other good morning and good night like it's some kind of discord channel.

他们换头像装身份，是因为他们互道早安晚安，搞得跟个discord频道似的。

yes I'm a schizo for making a joke. ahah.

对，我开个玩笑就成了精神病，哈哈。

>>109470218

there are two different models. One for reference and one for FL2VA or T2VA. There are comfy templates for both

有两个不同的模型。一个用于reference，一个用于FL2VA或T2VA。两者都有comfy模板。

eh fuck it ill post it, not happy with the quality though. H3 is a monster at maintaining character coherency even at its shittiest.

算了管它呢我发出来吧，不过对质量不太满意。H3就算最拉胯的时候保持角色一致性也是个怪物。

>image size too large

>图片尺寸太大

https://files.catbox.moe/jwsf6q.mp4

>>109470204

No, I'm just saying terminally online autismos like yourself have a very liberal idea of what constitutes pedophilia.

不，我只是说像你这种整天泡网上的自闭体质，对恋童癖的定义太随意了。

If actual pedophilic content was being posted there, the poster would be permanently banned. The simple reality is cartoons are not equivalent to actual pedophilia, and young cartoon girls are just one of many things that get posted there.

如果真有人发恋童内容，发帖的早就被永久封了。事实很简单：卡通不等于现实恋童，动漫小女孩只是那版块里发的东西之一。

>>109470222

if you want to be on the bleeding edge of tech, you're going to encounter nazis and pedos. Always has been.

想站在科技最前沿，就会碰到纳粹和恋童癖。向来如此。

>>109470232

ah I see, I'll check the docs site then

哦明白了，我去看看文档站吧

>>109469925

>$5000+

*$50000

>>109470222

there's a different between having a degen fetish and being sexually attracted to minors.

变态癖好和性吸引未成年人是两码事。

>>109470218

you need h3_ref2va but it's also obvious from the comfy template (/wan2gp has a dropdown)

你需要h3_ref2va，不过从comfy模板也能看出来（/wan2gp有个下拉菜单）

>>109470210

>It's literally just child porn

>这他妈就是儿童色情

You belong on reddit, idiot. You're a dime a dozen dumbshit conflating cartoons with an interest in real children.

你该回reddit去，蠢货。像你这种把卡通跟现实儿童兴趣混为一谈的傻逼一抓一大把。

>>109470250

u mad bro?

你急了吗兄弟？

>>109470226

it's even better with sound

配上声音更带感

>>109470231

he's not baiting, he's a very sensitive and aggressive schizo who discovered comfyui in mid-late 2025 and occasionally drops by diffusion threads to have petty catfights. (some who were active around that time know him as wanschizo)

他没在钓鱼，他是个非常敏感又暴躁的精神病患者，2025年中后期发现了comfyui，时不时跑来diffusion帖子搞点小打小闹的骂战。（那时候活跃的人可能知道他是wanschizo）

some lesser known facts about him are that he used to fight julien in /a/, and that he created /adt/ but abandoned it after a short while

关于他还有个小八卦：他以前在/a/版跟julien干过架，还创建了/adt/，爽了没一阵就弃坑了

Grill smell baited me into thinking i've got dust browning in the GPU.

烤肉味儿让我以为GPU里有灰在烤糊了。

>>109470250

most people just don't want to hang out in a thread that is filled with images and videos of cartoon children being raped.

大多数人就是不想待在一个满是动漫儿童被强奸的图片和视频的帖子里面。

>>109470121

What about /trash/? Their coomer thread is miles better than /degen/

/trash/ 那个版块怎么样？他们的 coomer 帖比 /degen/ 好多了。

>>109470242

Sure but neither of those have driven the space forward to where we are today

确实，但这两个都没把这块地方推进到今天这个地步。

>>109470284

The only problem with the /trash/ thread is that it's the furry gen in all but name so I don't really want to post my none furry stuff in there.

/trash/ 帖唯一的问题是它名义上就是 furry 版，所以我真不太想在那儿发我的非 furry 内容。

>>109470284

Didn't consider that, thanks for letting me know, anon.

没想到这点，谢了提醒，匿名用户。

>>109470250

I just don't like juliens

我就是不喜欢 julien。

That's why i'm on /g/ anon

所以我待 /g/ 上，匿名用户。

why are we thinking about migrating to a different thread? this one is perfectly fine, just dont post porn, if you do then use a catbox. simple as

干嘛想着搬去别的帖？这个挺好的，别发色情就行，要发就用 catbox 链接，就这么简单。

>>109470302

I mean /slop/, not /sdg/. To be fair it got much worse lately due to a schizo invasion, but that's still much better than /b/, in my opinion.

我说的是 /slop/，不是 /sdg/。说实话最近因为一群精神分裂入侵，那边变差了不少，但还是比 /b/ 强，我个人觉得。

>>109470268

>he's not baiting, he's a very sensitive and aggressive schizo who discovered comfyui in mid-late 2025 and occasionally drops by diffusion threads to have petty catfights. (some who were active around that time know him as wanschizo)

>他不是在钓鱼，他是个极度敏感又暴躁的精神分裂，2025 年中后期才接触 comfyui，偶尔溜进 diffusion 帖里找茬吵架。（那会儿活跃的人管他叫 wanschizo）

>some lesser known facts about him are that he used to fight julien in /a/, and that he created /adt/ but abandoned it after a short while

>关于他一些鲜为人知的事：他以前在 /a/ 里跟 julien 吵过架，还创建过 /adt/ 但没撑多久就弃了。

图片: https://i.4cdn.org/g/1785952447026723.jpg

>>109470322

:)

>>109470322

I already took my meds

我药已经吃了。

They're telling me you're a gay

他们跟我说你是同性恋。

>>109470268

>>109470322

is that the infamous poopdickschizo?

那就是臭名昭著的 poopdickschizo？

Animation General on /ic/ still trying to signal the values of hand-drawn animation:

/ic/ 上的 Animation General 还在拼命宣扬手绘动画的价值：

>>>/ic/8007621

>Genuinely jealous of the amount of useful repetiton built into the act of animating that the serious guys get to do. The amount of time animators put into "tedious" stuff is the amount of time any artist should strive to put into the tedious stuff that yields growth

>真羡慕动画制作里那种有用的重复，认真干这行的家伙们能做到。动画师花在“枯燥”活儿上的时间，就是任何艺术家该努力花在能带来成长的无聊事上的时间。

Personally I think it's really hard to justify animating by hand following the release of Minmax. Like I can understand still drawing, especially if you're making comics or designing your own characters, but animating by hand takes an ungodly amount of time and ruins your hands.

我个人觉得，Minmax 发布之后，手绘动画真的很难再找到理由坚持了。我还能理解继续画图，尤其要是你画漫画或者设计自己的角色，但手绘动画太耗时了，还伤手。

>>109470220

there's like 3 or 4

也就三四个。

>>109470180

>Firstly people like you just apply the pedo label to everyone you don't like. If someone posts a cartoon girl that's 17 years, 364 days old you, you will angrily label them a pedo, it's just part of your nature.

>首先，像你这种人就是把恋童癖标签往所有看不顺眼的人身上贴。要是有人发个 17 岁 364 天的动漫女孩，你就气冲冲地喊人家恋童癖，这都成你本性了。

I generally don't mind lolicon but the /b/ thread is just too fucking much. The style is almost always bordering on realism and the girls they're posting are not teenagers but closer to toddlers. Calling them pedos is not far-fetched.

我一般不太反对萝莉控，但 /b/ 那个帖实在太过了。画风基本快贴近写实了，发的女孩也不是青少年，更接近幼儿。叫他们恋童癖一点都不夸张。 ﹙ 就让人默默受苦吧。

>>109470344

Just let men suffer in silence

就让男人们默默承受去吧。

ani did nothing wrong

ani 没做错任何事。

>>109470320

have view /b/ as a containment board and the mods know keeping those weirdos there is just easier. Same for other containment boards and threads which are beyond normal areas of interest

把 /b/ 当隔离版块看，版主知道把那些怪人圈在那儿省事多了。其他隔离版块和超出正常兴趣范围的帖也一样。

So wait, what's the difference between the /trash/ thread and the /h/ thread?

等一下，那 /trash/ 帖和 /h/ 帖有啥区别？

>>109470358

everyone knows this except the schizo samefag

大家都知道，就那个精神分裂自问自答不知道。

>>109470344

traditional animators do keyframes and leave the tweens to thirdies. they also reuse animations, trace, rotoscope.

传统动画师画关键帧，补间交给小工。他们也复用动画、描线、转描。

most "artists" are shitters that need some purist cope to explain why they never developed any actual skill.

大部分“艺术家”就是菜逼，需要点纯血统的自我安慰来解释为啥从没练出真本事。

>>109470344

I don't know why people are fighting it, even now you can now use something like H3 to do your inbetweens, the best of both worlds. People refusing to outsource work they themselves would otherwise do is retarded. You're just burning time. There is no reward using a spoon over a shovel to dig a hole.

不知道大家在吵什么，现在就算用H3这类工具做补间，也是两全其美。死活不肯外包自己本来要干的活，这想法傻逼透了。纯粹浪费时间。用勺子不用铲子挖坑，又没奖励。

Is there something special about res_multistep & simple ?

res_multistep和simple有啥特别的吗？

I tried a few other samplers/schedulers and they seemed to ruin the audio.

我试了其他几个采样器/调度器，听起来都把音频搞坏了。

>>109470345

link one, because none are showing up on com or red for me

给个链接，我这边com和red啥都刷不出来。

图片: https://i.4cdn.org/g/1785952873708812.png

been wanting to get my feet wet with local gen after messing around with different models on comfy cloud. going to sell my 7800xt to get a njudea card. should i get a 3080 20gb from china or a 4070ti super for about 200 dollars more?

在comfy cloud上折腾了几个模型后，一直想试试本地生成。打算把7800xt卖了换张N卡。该买国内那批3080 20gb，还是多加200刀上4070ti super？

>>109470358

>>109470369

Keep trying. One day someone will use your shitty wrapper. One day someone will use your bakes even when there's one with the rentries up.

继续试吧。总有一天会有人用你那破封装。总有一天会有人用你那烘焙模型，哪怕明明有带最新修复的版本。

>>109470344

well yes but just let them do their thing

行吧，随他们折腾去。

附件: https://i.4cdn.org/g/1785952947689202.mp4

>>109470344

it eventually becomes obsolete, yes drawing, painting single "images" will always be valid as a hobby and even a profession due to people appreciating the skill involved. But not do frame by frame animating. People might be employed to draw up the single frames of scenes, but beyond that it's like re-inventing the wheel, tech has made the process obselete.

迟早会过时的。对，画单张“图”永远有存在的意义，当爱好甚至当职业都行，毕竟人们欣赏那份手艺。但逐帧动画不行。画单个场景帧可能还有人雇，但除此之外，那就是重复造轮子，技术早就让这流程淘汰了。

>>109470358

assuming the discord messages from him that have been posted here are real, it seems like he's done a few things wrong.

假设他那些发在Discord上的消息是真的，那他确实干了不少错事。

didn't he get banned from comfyorg?

他不是被comfyorg封了吗？

>>109470372

>even now you can now use something like H3 to do your inbetweens, the best of both worlds.

>就算现在用H3这类工具做补间，也是两全其美。

Yeah it absolutely is the best of both worlds, but zero of them want to keyframe for AI, because they only animate for clout.

对，确实两全其美，但没一个愿意给AI画关键帧的，因为他们搞动画就为了博眼球。

And there's no clout when AI is involved.

沾上AI，哪还有眼球可博。

>>109470370

>most "artists" are shitters that need some purist cope to explain why they never developed any actual skill.

>大部分“艺术家”就是菜逼，需要点纯血统的自我安慰来解释为啥从没练出真本事。 ┐ 画画是真本事，得花时间和毅力。只是现在没那么实用了而已，哈哈。一堆戏精画师，看着他们吃瘪挺爽的，但我也替那些老实巴交的社恐，一头扎进来结果被坑的人感到惋惜。

Drawing is an actual skill that takes dedication and time. It's just that it's not really useful anymore, lol. Lots of artfags are histrionics that you love to see suffer but I feel bad for some humbler autists that got into this stuff and got fucked.

画画确实是一门需要投入时间和精力的真本事，只不过现在真没啥用了，哈哈。一堆搞艺术的那帮人戏精得很，你乐得看他们受罪，但我有点同情那些老实巴交的自闭症患者，入了这行结果被坑惨了。

>>109470384

There's no clout when you don't finish anything lmao. Just showing how much people love masturbating over the process than the results.

啥都没做完，哪来的眼球可博，笑死。这不过是证明了大家比起结果，更爱对着过程打飞机罢了。

when do we start forgiving ani?

啥时候开始原谅ani？

https://files.catbox.moe/abb4fu.mp4

>sage+minimax Cache

>sage+minimax缓存

>res_multi / simple 25steps 0.7mp 8sec

>res_multi / simple 25步 0.7mp 8秒

>rtx upscale 2x + rife frame interpolation

>rtx 2倍放大 + rife补帧

>559sec gen time. (excluding upscale)

>生成耗时559秒（不含放大）。

Still needs to be tested across different kind of gens but it seems pretty solid so far.

还得在不同类型的生成上多测测，但到目前为止挺稳的。

>>109470377

>>109470383

>t. samefag schizo

>t. 同一个人换了号在这发癫

>>109470383

Nono you see Yoland would randomly "seethe" at ani while ani was playing it cool. Like always everyone around him is the problem, not he, nono

不不，你看Yoland会时不时对ani莫名其妙“上头”发火，而ani一直装作若无其事。就像平常一样，周围所有人都是问题，他自己不是，不不。

>>>/trash/84529697

trvke

Anyone used the tiled stuff for h3? Workflow looks like a fucking mess so I don't want to touch it unless it's really good.

有人用过那个tiled工具跑H3吗？工作流看着简直一团糟，所以除非真的好用，不然我真不想碰。

>>109470395

If I were a samefag, then I'd be every single person in this thread. The last time you made a dogshit bake without the rentry exposing you at the same time as a legitimate bake with the rentry, literally no one used it.

我要是个同人号，那我就得当这帖子里每个人。上次你做了个垃圾烤图，没靠rentry同时露馅，又做了个正经烤图带rentry，结果根本没人用。

The legitimate bake: https://desuarchive.org/g/thread/109457662/

Your "ani-forgiving" bake: https://desuarchive.org/g/thread/109457666/

>Temp; 77C

>温度；77C

how fucked am I?

我这完蛋到什么程度了？

by the way anons, did you know you can do this? not sure I can actually set a direction arrow but she DOES "follow the" line[/arrow/vector/... still trying] quite often.

顺便说一句，各位anons，你们知道还能这么玩吗？我不太确定能不能真设个方向箭头，但她确实经常“顺着”那条线/箭头/向量/……还在试。走。

prompting for the green line to be removed at the same time is possible, i think it's perhaps something like:

同时提示去掉绿线也是可行的，我觉得大概像是这样：

retention_analysis:

<picture N> : attribute_transfer - completely remove the green line

<图片N> : attribute_transfer - 完全移除绿线

附件: https://i.4cdn.org/g/1785953450484647.mp4

man i'm just so fucking addicted to h3 i2v, it's ridiculous. i want to try r2v at some point but fucking hell i just can't stop genning.

老哥，我真是彻底沉迷H3 i2v了，简直离谱。我想找机会试试r2v，但特么就是停不下来生成。

>>109470433

that's nothing

那算什么

>>109470422

tiling nowadays is usually just a cope way to not OOM.

现在做tiling通常就是种回避显存爆掉的凑合办法。

back in SD1.5 it was more useful because the model would just shit the bed at higher res, but models don't do this anymore.

在SD1.5时代那更有用，因为模型在高分辨率下直接拉胯，但现在模型没这毛病了。

imagine if elon released the weights for grok instead of trying to make that junk model profitable. it seems like a huge missed opportunity if he lets china completely dominate open source

想想Elon要是把grok的权重放出来，而不是想方设法让那破模型盈利。要是他让中国彻底主导开源，那真是个天大的失误。

>>109470433

That's the average. Now look at the reported hotspot.

那是平均值。现在看看报告里的热点区域。

>>109470435

I don't get it

我看不懂

who likes meta humor?

谁喜欢meta梗？

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

>>109470435

Is this your bedroom?

这是你的卧室吗？

>>109470453

I think grok has too much brainrot from it trying to be the "edgy" model.

我觉得grok因为老想装“叛逆”模型，脑子里全是脑残梗了。

>>109470433

You should undervolt your card if you haven't already, there's basically no difference in performance as most of the upper end is just turning your card into a space heater.

你要还没降电压就降一下显卡吧，性能基本没差，因为高端那部分纯粹就是把显卡变成暖气片。

https://www.reddit.com/r/StableDiffusion/comments/1vgdqei/sulphur_3_is_looking_for_funding/

sulhpur on H3 should be amazing. They say they will also make a low step lora and upscaler.

H3上的sulhpur应该会非常惊艳。他们说还会做一个低步数lora和放大器。

>>109470456

I don't wanna...

我不想……

>>109470387

the humbler artists have integrated AI into their workflows and are soaring to new heights

那些谦虚的画师已经把AI整合进工作流，正在飞向新高度。

Why isn't there an /a/ thread for AI generation?

为什么/a/版没有AI生成帖？

>"no generals allowed on /a/"

>“/a/版不允许总帖”

Not necessarily true. There are eternal isekai, one piece, dragon ball threads. I get that you're not allowed to recycle OP text, so just do what those threads do and write a gimmick OP text each time.

未必是那样。有永远的异世界、海贼王、龙珠帖。我懂你不能重复帖首文案，那就学那些帖子的做法，每次写个花活帖首文案。

>not discussing a specific anime, or anime broadly

>不讨论特定动画，或者泛泛的动画

Explain the Drawfag threads, the WSJ threads, Scanlation threads

解释下画画佬帖、WSJ帖、汉化帖。

With minimax releasing, along with Anima several months back, that is all the more reason to have an /a/ thread. You cannot possibly argue in good faith how there should be a drawfag thread but not an AI thread.

随着Minimax发布，加上几个月前的Anima，这更是该开/a/帖的理由。你不能在讲道理的前提下说该有画画帖却不该有AI帖。

>>109470457

i drew a green line into an environment (the room)

我在环境（房间）里画了条绿线

then i prompt subject 1 to follow the green line crawling on all fours (still have to figure out if this is the best way to prompt it but it works)

然后我提示主体1四肢爬行顺着绿线走（还得琢磨这是不是最佳提示方式，但确实有效）

>>109470469

yep, my 4080 (not as intensive as a 4090 or 5090) has been at 70% for a while, even in path traced cyberpunk the difference is only a few fps. all for less power and quiet fans.

是啊，我的4080（没4090或5090那么吃性能）已经满载70%跑了一阵了，就算开路径追踪玩赛博朋克，帧数也就差那么几帧。换来的就是功耗更低、风扇更安静。

>>109470471

what a grifter, his ltx model sucked ass, imagine giving him money

真是个骗子，他那ltx模型烂得跟屎一样，居然还有人给他打钱，想想就离谱。

>>109470485

Maybe because """a certain anon""" keeps filling them with meaningless flame wars.

也许是因为“某个匿名用户”老往里面灌毫无意义的骂战。

Anyway to get around the grainy output?

有没有办法绕过那个颗粒感很强的输出？

>>109470509

ltx is just a shit model, not his fault. i already sent him $100 for early access

ltx就是个烂模型，不怪他。我已经给他转了$100买抢先体验了。

>>109470523

more res.

提高分辨率。

>>109470523

probably higher steps for smearing and higher res when grainy in static scenes

静态场景里发灰的话，多半是提高步数来消除拖影，再拉高分辨率。

>>109470469

>>109470492

how do I do this on linux?

在Linux上这该怎么搞？

>>109470509

sulphur blew away all wan nsfw tunes though.

不过sulphur把所有wan的NSFW调教都秒杀了。

>>109470523

>Anyway to get around the grainy output?

>有没有办法绕过那个颗粒感很强的输出？

buy an rtx pro 6000 so you can gen at 1080p

买块rtx pro 6000，直接1080p出图。

rtx super resolution at 2x helps like 5-10% but its a little copiumy

rtx超分辨率开2倍能提升个5-10%，但有点自欺欺人的味道。

>>109470536

AI that can spoonfeed step by step like you're a retard exists, use it.

现在有AI能像教傻子一样一步一步喂你，去用啊。

>>109470536

>how do I do this on linux?

>在Linux上这该怎么搞？

install opencode and use the free deeposeek v4 flash 0731 to do it for you. this is my actual advice. fuck configuring linux manually in 2026

装个opencode，用免费的deeposeek v4 flash 0731让它帮你搞定。这是我真心话。2026年了还手动配Linux，脑子有病吧。

>>109470536

very carefully

小心翼翼地搞。

>5 seconds vid

>5秒的视频

>10 minutes

>10分钟

Reference To Video is just too fucking long

参考视频转视频也太他妈久了。

>>109470554

resolution?

>>109470536

the fact that you're even asking this means you probably shouldn’t do it. the risk of bricking your gpu isn't worth it

你问出这种问题本身就说明你不该碰这个。把显卡刷成砖的风险不值得冒。

>>109470558

0.4 mp

>>109470554

that's why everyone's using api retard

所以现在都用API啊，傻逼。

>>109470523

Try the beta scheduler instead of simple.

试试beta采样器，别用simple。

>>109470554

But the results are god tier

但效果是神级的。

>>109470471

>sulhpur on H3 should be amazing

>sulhpur搞H3应该会很叼。

he says hes not doing H3

他说他不搞H3。

>who said anything about minimax? even if I HAPPENED to be considering minimax, if I released the model, it would probably get reuploaded a ton. but who knows

>谁提minimax了？就算我碰巧在考虑minimax，真把模型放出来，估计会被疯狂转载。但谁知道呢。

>>109470562

>the risk of bricking your gpu isn't worth it

>把显卡刷成砖的风险不值得冒。

any of the top 10 AIs right now have a lower chance of breaking your GPU than having someone with a computer science degree do it manually.

现在随便挑个排名前十的AI，把你显卡搞坏的几率都比找个计算机学位的人手动操作低。

>>109470543

>>109470548

>>109470549

>>109470562

is this real?

这是真的吗？

图片: https://i.4cdn.org/g/1785954571136300.png

>>109470572

retard, he is doing H3, he just cant say it cause they are DMCA happy atm. How obvious does the sarcasm need to be

傻逼，他就是在搞H3，他只是不能说，因为现在他们抓DMCA抓得紧。这嘲讽得还不够明显吗？

>>109470575

fuck you faggot I told you exactly what to do

去你妈的死基佬，我他妈告诉你怎么做了。

>install opencode and use the free deeposeek v4 flash 0731 to do it for you. this is my actual advice. fuck configuring linux manually in 2026

>装个opencode，用免费的deeposeek v4 flash 0731让它帮你搞定。这是我真心话。2026年了还手动配Linux，脑子有病吧。

and you disobeyed me. why did you include me in your spam?

然后你还不听我的。你为啥把我拉进你的垃圾帖里？ ▨ 真是技术宅得没救了。

>>109470575

holy techlet

我去，技术宅啊

>>109470572

Its Minimax. He just cant said it because of the lawyers

就是Minimax。他只是因为律师的原因不能说而已。

>>109470591

h3 as in h3h3? what do you mean

h3是指h3h3吗？你什么意思？

>>109470591

>retard, he is doing H3, he just cant say it

>傻逼，他就是在搞H3，他只是不能说。

that's retarded you can't DMCA something that doesn't exist and its trivial to prove its an extended tune of H3. at least one person between you and the Sulphur fag are retarded

那也太蠢了，你没法DMCA一个不存在的东西，而且很容易证明它只是H3的扩展微调版。你跟Sulphur那个货之间至少有一个是傻逼。

>>109470575

Since you people say "What are you POOR ???" all the time. $10k should be easy for you guys

你们这些人天天喊“你是不是穷逼？？？”。那$10k对你们来说应该小意思啊。

图片: https://i.4cdn.org/g/1785954770281561.jpg

>>109470604

his discord has only been about training H3

他的discord里全是在聊训练H3的事。

bumped quality to 0.6 while afk, looks really good relative to 0.3 but the tradeoff is speed ofc. 0.3 is nice for rapid iteration though.

挂机时把质量调到0.6，看起来比0.3好太多了，但代价就是速度变慢。不过0.3拿来快速迭代倒是挺好。

https://files.catbox.moe/6508as.mp4

>>109470570

>But the results are god tier

>但效果是神级的。

Nope, failed gen.

不行，生成失败了。

This is the prompt i used

这是我用的提示词。

图片: https://i.4cdn.org/g/1785954886500149.jpg

what do you use to manage your loras? (update, show trigger words and recommended strength etc.)

你用什么工具管理你的LoRA？（更新、显示触发词和推荐强度等）

>>109470610

would be a shame if ryan somehow got a hold of this image

要是Ryan拿到这张图就尴尬了。 ⟦ 你指的是百万像素数吗？

>>109470618

you mean megapixel amount?

你的意思是百万像素的数量？

>>109470618

yeah I think this is going to be the strat. lock in prompt at low res and cook final output at high res.

对，我觉得这招行。低分辨率锁好提示词，高分辨率再出最终成品。

>>109470610

why are you replying to me I'm just trying to undervolt

你回我干嘛，我就想降个压而已。

>>109470629

yep, 0.3 isnt too potato and it's pretty fast so it's good to test ideas with, and some type of content looks fine at low res, it depends

没错，0.3不算太糊，而且跑得快，适合快速试想法；有些内容低分辨率也还行，得看情况。

higher obviously better though

不过当然越高越好。

oops i posted to the wrong thread, anyway >>109470601

哎呀，我发错帖子了，总之>>109470601

it's .. not shit. lol wut. and it's a way better speed boost than sol.

这...不烂啊。哈哈，什么鬼？而且比sol提速快多了。

https://files.catbox.moe/ss83bz.mp4

took an hour to render this on a 3090, it's rough when it was basically ruined by too much weird motion in the grinding, had potential to be so good.

在3090上渲染这个花了一个小时，结果被磨蹭里太多怪动作毁了，本来可以很棒的。

Really hoping for a turbo lora of some kind because I could take a small drop in quality for speed

真希望能有个某类turbo LoRA，因为为了速度我可以接受一点画质下降。

This is 1.0 megapixel 40 fps

这是1.0百万像素、40帧每秒。

https://files.catbox.moe/5cvauh.mp4

get the Model Preview Override node and the taeh3 tiny vae for useful H3 previews.

用Model Preview Override节点和taeh3 tiny vae可以方便预览H3效果。

Some of my minimax gens have undesired speaking. Kind of reminds me of undesired camera movement or mouth flapping in wan.

我的一些minimax生成里有不想要的说话声。有点像wan里那种不想要的镜头移动或嘴巴乱动。

Is there any way to consistently prevent characters from talking? Do you just say the character is silent or the character doesn't talk? What if you want them vocalizing a bit without speaking dialogue?

有没有办法稳定地阻止角色说话？你直接说角色是沉默的，或者角色不说话就行？那如果想让角色有点发声但不说话对白呢？

>>109470624

Skill issue, unironically. You gotta declare the subjects from all your references. Following the guide like this:

纯技术问题，真的没开玩笑。你得把所有参考材料里的主体都明确声明好。照这个指南来：

subject_definitions:

主体定义：

<Subject 1> is the woman in <Picture 1>, light brown hair and freckles.

<主体1>是<图片1>中的女人，浅棕色头发，有雀斑。

<Subject 2> is the woman in <Video 1>. Her actions, clothing, and facial expressions are retained in the target video.

<主体2>是<视频1>中的女人。她的动作、衣服和面部表情在目标视频中保留。

<Subject 3> is the first-person character in <Video 1>. His visible body parts, and actions are retained in the target video.

<主体3>是<视频1>中的第一人称角色。他可见的身体部分和动作在目标视频中保留。

<Video 1> is the source video for the target video edit.

<视频1>是目标视频编辑所用的源视频。

summary:

[video editing + reference generation] The target video is an edited version of <Video 1>. <Subject 1> replaces <Subject 2>. <Subject 3> is retained. The background is changed to a chroma key greenscreen background.

[视频编辑+参考生成] 目标视频是<视频1>的编辑版本。<主体1>替换<主体2>。<主体3>保留。背景改为绿幕抠像纯色背景。

retention_analysis:

<Subject 1>: attribute_transfer - the identity and appearance from <Picture 1> are transferred onto <Subject 2>.

<主体1>：属性转移——<图片1>中的身份和外貌转移到<主体2>上。

<Subject 2>: partially_preserved - the opponent's actions, clothing, and facial expressions are retained, while her identity and appearance are changed to <Subject 1>.

<主体2>：部分保留——对手的动作、衣服和面部表情保留，但身份和外貌变成<主体1>。

<Subject 3>: fully_preserved - the first-person character's visible body parts, clothing, and actions are retained.

<主体3>：完全保留——第一人称角色可见的身体部分、衣服和动作保持原样。

<Video 1>: partially_preserved - the first-person scene, camera perspective, and timing are retained, while the background is changed to a solid chroma key greenscreen background.

<视频1>：部分保留——第一人称场景、镜头角度和时间线保留，背景改为纯色绿幕背景。

detailed_description:

详细描述：

The target video retains the first-person POV scene of <Video 1>. <Subject 3> remains unchanged. <Subject 2> performs the same actions as in <Video 1>, but appears as <Subject 1>. The original background and environment are replaced with a solid chroma key greenscreen background.

目标视频保留了<视频1>的第一人称视角场景。<主体3>保持不变。<主体2>执行与<视频1>相同的动作，但以<主体1>的形象出现。原始背景和环境被替换为纯色绿幕背景。

>>109470662

Just use 0.6 megapixel with RTX super resolution at 1.5x. No difference with 1 megapixel especially with Anime

直接用0.6百万像素加RTX超分辨率1.5倍就行，和1百万像素没区别，尤其看动漫的时候。

>>109470662

i thought she was rubbing his cock against her nuts which made it p hot desu

我以为她是在用他的鸡巴蹭她的蛋蛋，那画面还挺色的。

parkour test

跑酷测试

>>109470615

ok i get it im being punished for treating a redditcord gooner like a human being my apologies

行了我知道了，我把一个Reddit-Discord精虫上脑的傻逼当人对待，所以活该被惩罚，我的错。

附件: https://i.4cdn.org/g/1785955279447572.mp4

Damn i hate Minimax prompting style so much. Its obvious these guys are fucking Chinks

我他妈太讨厌Minimax的提示词风格了，明摆着这帮人就是支那人。

>>109470662

>40fps

why would you gen at such a fps when you can simply interpolate afterwards?

你干嘛要生成那么高帧率的，事后插帧不就行了？

>>109470686

lol what, its the best prompting ever. You can both be SUPER specific about stuff, even someone's left / right hand / what direction they face. And yet it works amazingly with a short simple prompt as well.

笑死，这提示词系统简直是史上最强好吧。你可以极其具体地指定各种细节，甚至某人的左手/右手/面朝哪个方向。但短小简单的提示词也能完美运作。

I didn't even know it could gen at 40fps without giving garbage output. I tried lowering to 12fps once and the audio just cut out in the middle. Yes, I changed the math in the node.

我都不知道它能以40fps生成且不出一堆垃圾结果。我试过降到12fps，结果音频直接在中途断了。对，我在节点里改过数学运算。

>>109470610

the people who larp as richfags are the ones running a 3090 and getting all uppity with their 24gb of vram

那些装富吹逼的人，实际上跑的是3090，拿24GB显存就觉得自己牛逼上天了。

>>109470683

You have absolute creative freedom and you still prompt for the most generic roof running? Could have at least made it interesting, with longer leaps or something.

你明明有绝对的创作自由，结果就提示个最普通的屋顶跑酷？好歹搞点有意思的，比如更大跨度的跳跃啥的。

>>109470692

Not even LTX are this autistic about prompting

连LTX都没这么神经质地纠结提示词。

>>109470692

>yet it works amazingly with a short simple prompt as well

> 但短小简单的提示词也能完美运作

this is what "feel the AGI" actually means. same thing with when anon found out he can draw arrows and the AI just understands

这才是"感受AGI"的真正含义。和当初有人发现AI能理解画箭头的意思时是同样的感觉。

it's only going to get better from here. if anything, I need it to get faster at this point not better

只会越变越好。不过说实话，现在我需要的是更快，而不是更好。

How much do gens change with different output sizes?

不同输出尺寸对生成结果影响有多大？

Say you render an example with all same settings except output size. You go 0.2MP to test, and re-render at 1.0MP

比如你用完全相同的设置渲染一个例子，只改输出尺寸。先用0.2MP测试，再到1.0MP重新渲染。

>>>/wsg/6208686

附件: https://i.4cdn.org/g/1785955458745411.mp4

>>109470686

>>109470669

>>109470709

gens change a lot depending on resolution. you cant seed hunt like you could with ltx

生成结果随分辨率变化很大。你不能像LTX那样靠种子搜索来调。

>>109470709

as much as changing the seed I'd say.

跟换种子带来的变化差不多大，我估计。

>>109470669

the ultimate noobfilter, thank you based china

终极小白过滤器，谢了煞笔中国。

Anybody else already bored of vidgen?

还有人已经对视频生成腻了吗？

>>109470709

The general prompt actions will be the same the execution will be completely different

通用提示词的动作会一样，但执行效果会完全不一样。

>>109470720

>>109470721

a single tear rolls down my cheek

一滴眼泪顺着脸颊滑落。

>>109470728

Your dopamine receptors are fried, lil zoomie

你多巴胺受体烧坏了，小年轻。

>>109470728

My GPU is crying in agony from non-stop genning so..probably not yet

我的GPU因为不间断生成正在痛苦哀嚎……所以大概还没腻。

>>109470728

nope, i still have 1000s of images i need to work on. the turbo lora is going to make this even more fun

没有，我还有几千张图要处理。那个turbo lora会让这活儿更有意思。

>>109470728

yeah I deleted it and went back to ZIT

对，我把它删了，换回ZIT了。

>>109470683

I mean these are OK in the context of something else, like an added scene. And I know that was a test, but there are some people who would spend days genning just stuff like this and have hundreds of very similar videos. I mean why do stuff that has already been done irl and there is lots of actual videos out there? The kind of thing you do a few times and never bother again unless you want it as part of other gens

我觉得这些放在别的场景里还行，比如作为附加片段。我知道那是测试，但确实有人会花好几天生成这种纯素材，弄出几百个几乎一样的视频。我是说，现实里已经拍过、网上大把现成视频的东西，为啥还要重复做？这种玩法偶尔试几次就腻了，除非你想把它当成其他生成作品的一部分。

>>109470756

Eww...pop that thing already

噫……赶紧把那玩意儿戳破吧

>>109470728

Anyone else getting sick of eating sugar and cake?

有人也吃糖吃蛋糕吃腻了吗？

>>109470728

>my lobster is too buttery

>我的龙虾黄油味太重了

why is there a lobster in my butter?

为什么我的黄油里有只龙虾？

>>109470374

filters are your friend

滤镜才是你的好朋友

https://civitai.red/models

图片: https://i.4cdn.org/g/1785956022831301.png

>>109470707

LTX was terrible at following prompts and had specific rules to follow. whilst H3 has rules it still works out of them. The telling part is that LTX being faster (well distilled version) you might take a few attempts with a new prompt. You don't really get that same problem with minimax, less bad gens all because you might have not been clear in the prompt. that's because the model has more training, better training and is simply more knowledgable about physics and how things actually work

LTX 在跟提示词方面烂得要死，还得守一堆规矩。H3 虽然也有规则，但它能在规则外自由发挥。最关键的一点是，LTX 虽然更快（蒸馏版），但遇到新提示词你可能得试好几次。minimax 就没这毛病，烂生成少很多，不会因为你提示词没写清楚就翻车。这是因为模型训练量更大、训练质量更好，对物理规律和事物运作方式理解得更透。

>>109470776

Most people will start to vomit after two days of eating cake and sugar. Only American's are immune to this, for as-of-yet unknown reasons.

大多数人连吃两天蛋糕和糖就会开始吐。只有美国人免疫，原因至今成谜。 ⟦ 所以呢？这就是内存条卖2000美元的原因？

well? is this why RAM is $2000?

所以呢？这就是内存条卖2000美元的原因？

https://files.catbox.moe/2ltkw0.mp4

>decide to try h3

>决定试试 h3

>tried to make scooby-doo, and pokemon ds gameplay visuals

>试着做史酷比和宝可梦DS的游戏画面

>it got it better than krea did

>比 krea 搞得还好

what the fuck

搞什么鬼

>>109469872

the only thing censored is what was in the prompts. for instance, it DOES make jiggly titties, but prompting for it does nothing

唯一被审核的就是提示词内容。比如，它确实能生成晃悠悠的奶子，但你在提示词里写这个就屁用没有

>>109470436

I felt the same way, until I tried r2v, then it was hard to go back the other way.

我以前也这么觉得，直到试了 r2v，之后就再也回不去了。

>>109470808

works for me I use uncensored text encoder

我这边没问题，我用的是无审核文本编码器

I never thought I would say this but I have seinfeld fatigue.

我从没想过我会说这话，但我对《宋飞正传》审美疲劳了。

>>109470816

>uncensored text encoder

>无审核文本编码器

link?

>>109470796

Not to mention how it would go full static the second it doesn't understand the prompt, which is 95% most of the time.

更别提它一理解不了提示词就直接全屏雪花，而这种情况占了95%的时间。

>>109470816

absolute snake oil.

纯纯的蛇油骗局。

>>109469872

It's crazy that we got a better local version of Sora only half a year after it died. It's supposed to take like 2 years to go from cloud to local

疯了，Sora 死才半年我们就搞出了更好的本地版。从云端到本地不是通常要两年吗

>>109470808

Just use jiggly titties reference video.

直接拿晃悠悠奶子的参考视频就行。

>>109470803

i have a 7900 xtx, and 64gb of cl28 ddr5 ram. i bought them at 1100 and 200 dollars respectively. the ram is now worth double my gpu by doing nothing.

我有块 7900 xtx 和64GB cl28 ddr5 内存。当初分别花了1100和200美元买的。现在内存条啥都没干就比我显卡贵一倍了。

i would recreate your gen right now but i do not feel like installing more modules and nodes especially because im already trying not to even touch sage attention when flash attention is working fine right now

我倒想现在复刻你的生成，但我真不想再装模块和节点了，尤其是我现在连 sage attention 都不想碰，flash attention 明明跑得好好的

>>109470827

why? you upset I can prompt for more lewd shit? do you work for ltx?

咋了？你气我能提示更多色情内容？你是 ltx 的员工吗？

>>109470823

https://huggingface.co/Abiray/Qwen3-VL-32B-Heretic-MiniMax-H3-nvfp4-ComfyUI

It got deleted wtf

它被删了，搞什么鬼

>>109470828

I wouldn't call it better than Sora just yet.

现在就说它比 Sora 强还为时过早。

Sora had way better motion and a lot cleaner output. minimax still has that artificial sheen to it.

Sora 动态强多了，输出也干净得多。minimax 还是有那种人工滤镜感。

>>109470843

This is snake oil shit

这纯属忽悠人的玩意儿

>>109470843

>I can prompt for more lewd shit?

>我能提示更多色情内容？

It literally doesn't change anything for the output lmao.

这玩意儿对输出结果真的一点影响都没有，笑死。

>>109470848

you're full of FUD

你满嘴都是 FUD

Y'all gonna jump ship again when LTX 2.5 does the same thing......... but with much faster generation time

你们是不是又要跑路了？等LTX 2.5出来干一样的事，只不过生成速度快得多……到时候又是集体跳船。

图片: https://i.4cdn.org/g/1785956393189369.png

>>109470848

let it happen and everyone will ruin their cumfort installs. it would be so funny

随它去吧，到时候所有人都会搞坏自己的cumfort安装环境。那可太好笑了。

some reddit poster said 2 days for a 4 step lora

有个Reddit帖子说4步lora要跑2天。

is there any anon using an nvidia space station rig to train atm?

现在有哪位匿名老哥在用英伟达空间站级别的机器训练？

>>109470848

from what ive read its mainly more for gore than lewd

据我看到的，它主要是偏向血腥暴力而不是色情内容。

>>109470843

>https://huggingface.co/Abiray/Qwen3-VL-32B-Heretic-MiniMax-H3-nvfp4-ComfyUI

>It got deleted wtf

>它被删了，什么鬼

Wait. They successfully bullied him? what a pussy. It wasn't even a minimax model.

等等，他们真把那人逼退了？怂包一个。那根本不是minimax的模型。

>>109470856

they quit making video models. do you not remember them stepping down?

他们已经不搞视频模型了。你不记得他们退出的那事？

>>109470856

im going to jump to whatever doesnt make me feel retarded for prompting. i cannot stand how wan and ltx handle prompting

我准备跳去那个至少让我提示词写得不像个傻逼的模型。wan和ltx的提示词处理方式我真受不了。

>>109470826

oh yeh the amount of failed gens where it might do the audio ok but do a slow zoom in and the lip synching would simply fail with a audio soundtrack sometimes, hence why it was fast was a saving grace because waiting 20 mins for multiple failures until one genned correctly. there is sometimes a downside for having faster gens, you accept a higher failure rate. Minimax on the whole is failing with gens.

哦对，大量失败的生成——有时候音频还行，但画面慢悠悠推进，口型跟音轨完全对不上。所以速度快真是救命稻草，因为等20分钟换来一堆失败品，直到终于有一次成功。生成快有时候也有坏处——你得接受更高的失败率。Minimax整体上生成质量都在翻车。

>>109470853

abliterating the text encoder does nothing. this has been proven time and time again. if there is any censoring, it happens at the model level

对文本编码器做abliteration没用，这已经被反复证明了。如果有什么审查机制，那是在模型层面发生的。 ⟦ >4步lora

>>109470861

>4 step lora

4步Lora

that's way too few steps....

那步骤也太少了吧……

>>109470872

? Theyre not

？他们才不是

>>109470843

I downloaded it yesterday but haven't tried it. It's so powerful it got deleted?

我昨天下载了但还没试。它强到被删了？

图片: https://i.4cdn.org/g/1785956547110801.png

i need some h3 steven seagal kino.

我需要点h3史蒂文·西格尔那种神片。

show me what you got

亮出你的货来。

附件: https://i.4cdn.org/g/1785956564937444.webm

>>109470872

https://www.reddit.com/r/StableDiffusion/comments/1uqzpoe/ltx_breaking_away_from_lightricks/

See comments

看评论。

did anyone ever compare the hashes to that HF repo that got uploaded and then quickly deleted before minimax was officially released?

有没有人对比过那堆哈希值和那个HF仓库？就是minimax正式发布前被上传然后又秒删的那个。

>>109470795

those are all workflows and ggufs/text encoders, you fucking mong.

那些都是工作流和gguf/文本编码器，你这蠢货。

>>109470897

not downloading potential malware.

不下载潜在恶意软件。

>>109470872

>>109470893

ltx is a reddit model? i didn't know that. thankfully i never wasted my time downloading their shitty model

ltx是Reddit模型？我还不知道。幸亏我从没浪费时间下载他们那破模型。

>>109470813

Did you get used to the complex prompt structure? Or do you just rely on an LM to write it?

你是习惯了复杂的提示词结构，还是全靠语言模型帮你写？

Do you do voice cloning to get the voices you want? That's kind of what's putting me off because there's no simple way to just get the voices I want, and I have to compile clips together in audacity or something.

你是用声音克隆拿到想要的声音吗？这有点让我望而却步，因为没什么简单办法直接搞到我想要的声音，还得在audacity里拼音频片段之类的。

>>109470856

making this into some sports or brand loyalty shit is very childish. I don't care who is producing the models, if it's the chinks, jews or mutts. I am not going to moralise if chinks are even using slaves to code. As it looks like the Chinese are releasing open source models maybe to corner the market then so be it. The west gatekeeping AI to keep a few rich fags monies propped up makes the morality seem thin.

把这事搞成什么体育比赛或品牌忠诚度的破事太幼稚了。我不在乎谁产的模型，不管是中国人、犹太人还是杂种。就算中国人用奴隶来编码我也不会去道德审判。看起来中国人在开源模型上发力可能是想抢占市场，那就随它去吧。西方搞AI护城河只是为了守住几个有钱基佬的钱袋子，这让他们的道德立场显得很苍白。

I have unsold DDR4 32gb of ram (16 + 16)

我有一条没拆封的DDR4 32GB内存（16+16）。

Should i put it ? i have free two slot, but my ram is 64gb right now (32 + 32)

要插上去吗？我还有两个空槽，但现在是64GB（32+32）。

图片: https://i.4cdn.org/g/1785956853386655.png

>>109470925

if it works fine on your mainboard, yes - you can use this while genning

如果主板跑得稳，就上吧——生成的时候能用得上。

>>109470752

>turbo lora

>涡轮洛拉

qrd?

>>109470879

would be good if it was passable for quick videos and to do tests of prompts etc. But yes needs to be at least 8 really.

如果它能勉强用于快速出片和测试提示词什么的，那还不错。但说实话至少得8步。

(无正文)

附件: https://i.4cdn.org/g/1785956957668229.mp4

Yes, we use Minimax H3, how do you know?

对，我们用得就是 Minimax H3，你怎么知道的？

图片: https://i.4cdn.org/g/1785956973644540.png

>>109470940

funny ending

这结尾太好笑了

>>109470944

imagine unironically looking like this.

想象一下真有人长这样，还不带开玩笑的。

>>109470132

guys I beg you stop using litterbox, by the time I wake up and look at your old posts it's already gone :(

兄弟们求你们别再用 litterbox 了，等我睡醒翻你们老帖子的时候早就没了 :(

>>109470937

https://xcancel.com/ostrisai/status/2084648469877141998

>>109470932

The issue is of course if it reduces the speed of other modules below their full XMP/EXPO profile speed because modern computers/mainboards sometimes are annoying like that, maybe it's not good after all

问题是，如果它把其他模块的速度拖到低于它们完整 XMP/EXPO 配置档的速度，那就不太妙了，毕竟现代电脑/主板有时候就爱搞这种幺蛾子，可能这玩意儿也没啥用

but if it works, use the ram

但要是能用，就上车

>>109470856

If its better

如果效果更好

If not it gets thrown in the trash with the rest

不行就和其他垃圾一起扔进垃圾桶

>>109470921

>clanker slop prompt

>机翻烂梗提示词

>tweak prompt

>微调提示词

>mpv clip creator script

>mpv 短片剪辑脚本

with mpv, you can very quickly create video and audio clips. You can also load the videos into the VHS video loader node and then only put out the audio. If you're a winfag, I'm just going to tell you to lrn2linux. There is literally no excuse to keep using windows.

用 mpv，你可以超快剪出视频和音频片段。你还可以把视频加载到 VHS 视频加载节点里，然后只导出音频。如果你是 Windows 党，我只能跟你说去学 Linux。真没理由还赖在 Windows 上。

>>109470944

what does the "CCC" stand for?

"CCC" 是啥缩写？

>>109470236

>H3 is a monster at maintaining character coherency even at its shittiest.

>H3 就算烂到掉渣，角色一致性也是怪兽级别的。

that's the most impressive part of that model, never seen a model being so good at that, even Nano Banana Pro isn't that consistent

那是这模型最牛的地方，从没见过哪个模型能做到这程度，连 Nano Banana Pro 都没这么稳

>>109470888

https://files.catbox.moe/g3xn3o.mp4

>>109470944

who are these for and what is the motivation to make this garbage? yes the answer is always jeets and probably gaming the system somehow but how in the world is this even worth doing

这东西做给谁看的？做这种垃圾图有啥动力？答案肯定是阿三，大概率还在钻系统空子，但这到底有啥值得折腾的？

>>109470975

>floyd landing a hit on segeal

>弗洛伊德一拳打中西格尔

this is fake as fuck

这假得不能再假了

(无正文)

附件: https://i.4cdn.org/g/1785957261641403.mp4

>>109470975

Not enough camera cuts on Segal. Needs at least 3 between Evey punch

西格尔那边镜头切得不够多。每拳之间至少得切三次才行

>>109470984

>anon waited 1 hour for this to gen

>匿名用户等了一小时就为生成这玩意儿

>>109470976

it's just a gay jeet gooning bro, just the gay version of all those custom 1girls

这不就是个男同阿三打胶现场嘛，就是那些定制 1girls 图基佬版而已

>>109470509

>his ltx model sucked ass

>他那 LTX 模型烂得一批

it was alright, which means it was amazing considering how shit LTX2.3 is

还行吧，考虑到 LTX2.3 有多垃圾，能这样已经算惊艳了

>>109470980

this time used grok to get a bloodsport style fight:

这次用了 Grok 搞了个《血溅13号警署》风格的打斗：

https://files.catbox.moe/uce78u.mp4

>>109470980

seagal is a fake martial artist

西格尔就是个假武术家

>>109470984

night city...

夜之城……

is h3 better than grok?

H3 比 Grok 强吗？

>>109470618

it's really good, expect the spacial awarness, Floyd is in front of Seinfeld and then he's on his side

真挺好，就是空间感不行，Floyd 明明站在宋飞前面，下一秒就到旁边去了

https://huggingface.co/Kijai/MiniMax-H3-experimental/tree/main

How to put this INT4 model properly because it crashes when i tried to load it

怎么正确加载这个 INT4 模型？我加载的时候就崩了

>>109471027

i cant use it either, same issue

我也用不了，一样的问题

>>109471027

>>109471034

Fucking newfags, post an error log. Otherwise ask Chatgpt or Claude your dumb ass questions.

他妈的新人，贴个错误日志出来。不然就拿你那些蠢问题去问 ChatGPT 或 Claude 去。

>>109470998

naw this is just their nature, they flood github the same way. they slop the fuck out of everything just to be seen.

没，这就是他们的本性，他们在 GitHub 上也同樣刷屏。他们把啥都灌成水贴就为了让人看见。

before AI they were all "microsoft certified" and would spam forums with retardation.

在 AI 之前他们全自称"微软认证"，然后在论坛上疯狂刷弱智内容。

>>109470662

>40 fps

>40 帧

it can do more than 24 fps? how do you do that??

它能跑超过 24 帧？你怎么做到的？？

>>109470899

Here Comes The Airplane! Brrrrr! OPEN YOUR MOUTH!

飞机来咯！嗡嗡嗡！张嘴！

https://civitai.red/models/2826446/whispering?modelVersionId=3198292

>>109471011

yes anon thats the joke

对，匿名用户，这就是梗

>>109469879

Piss off.

滚蛋。

>>109471055

i'm serious

我是认真的

>>109471066

I'm not into piss play. Sorry, anon.

我不玩排尿那套，抱歉哈，匿名用户。

>>109470803

>AI is taking over just so that we can get more Miku

>AI 接管世界就为了让我们能多出点 Miku

anything for Migu, world is hers!

为了 Miku 啥都行，这世界是她的！

https://www.youtube.com/watch?v=fiCRhszDHlM

图片: https://i.4cdn.org/g/1785957771042431.png

>>109470963

are you a blithering idiot? that's just a shitty way to get shitty audio samples full of background noise.

你是脑子进水了吗？那就是个破办法，搞出来的音频样本全是背景噪音。

>>109470997

>anon waited 1 hour for this to gen

>匿名用户等了一小时就为生成这玩意儿

i waited 475 seconds

我等了 475 秒

>>109471013

>night city...

>夜之城……

actually i asked for solarpunk / mirrors edge

其实我要的是太阳能朋克 / 镜之边缘那种

附件: https://i.4cdn.org/g/1785957840840402.mp4

https://github.com/Comfy-Org/comfy-kitchen/pull/90

>int4 result better than int8

>int4 结果比 int8 还好

Now im interested

现在我有兴趣了

there we go, martial arts master seagal:

来了来了，武术大师西格尔：

https://files.catbox.moe/f1e15s.mp4

>>109470803

can you make a higher MP version of this? the idea is great

能不能做个更高清 MP 版本？ 这创意太棒了

>>109471095

gofundme scammers are going to make a shit ton of money with this

gofundme 那帮骗子要靠着这个发大财了

>>109471105

>int4 result better than int8

>int4 结果比 int8 还好

he didn't compare to bf16 so we don't even know which one was the closest, unlikely that a 4bit quant is better than a 8bit quant, let's be serious here

他没跟 bf16 比，所以我们根本不知道哪个最接近，说 4bit 量化比 8bit 好不太现实，咱们认真点行不行

>>109471017

grok is clearly cucked for users like all commercial models are, Grok also has to do quicker gens than it be normally do - a bit like Suno in that you sacrifice and variety and creative control for faster speed. But Grok as it is for users has a strange Grok AI style to them, the audio is pretty bad and very generic sounding. So overall I would take minimax even as it is now over Grok. Users of Grok really are kidding themselves now thinking the model can't be bested by a local model, that ended when minimax was released.

Grok 跟所有商业模型一样，明显是为用户阉割过的，Grok 还得比正常速度更快地生成——有点像 Suno，你牺牲多样性和创作控制来换速度。但 Grok 现在给用户用的效果有种奇怪的 Grok AI 腔调，音频质量挺烂，听起来特别千篇一律。所以总体来讲，我宁愿用 MiniMax 哪怕是现在的版本也不选 Grok。Grok 用户还在自欺欺人地觉得这模型不会被本地模型打败，MiniMax 一出这事儿就完了。

>>109471123

>gofundme scammers are going to make a shit ton of money with this

>gofundme 那帮骗子要靠着这个发大财了

im just optimistic about being able to generate a video of a videogame that seems interesting to play, then give that video to AI and make my own videogame

我只是比较乐观，想着能生成一个看起来好玩的游戏视频，然后丢给 AI 自己做个游戏出来

>>109471095

why gen something that looks like it's from a gayme? This is so generic looking. At least if it's NPC GTA there can be some memes

干嘛生成个看起来像game boy上出来的东西？ 这也太没特色了。至少要是 GTA 那种 NPC 还能整点梗

anyone else glad the model is very good after it initially seemed to be just another model release?

还有谁跟我一样，一开始觉得这只是又发了个普通模型，结果发现它其实很棒，特别开心？

>>109470236

I HATE THE CRUNCHING NOISES A

YIIIIEEE, it follows me everywhere

YIIIIEEE，它哪都跟着我

>>109471154

Yeah what were those early tester even fucking doing. Almost all the gens I saw from them were shit so genuinely made lose hope for a bit there

是呗，那些早期测试员到底在搞毛啊。我看他们生成的图基本全是屎，搞得我真有一阵子绝望了

>>109471154

>it initially seemed to be just another model release?

>一开始觉得这只是又发了个普通模型？

we saw what the API model was able to do during a week before its release, and we knew we would get the same model as the API

我们看过发布前一周 API 模型能做到什么程度，心里清楚拿到手的肯定跟 API 是同一个模型

>>109471153

>why gen something that looks like it's from a gayme?

>干嘛生成个看起来像game boy上出来的东西？

because PANLINE hasnt come out yet and I might have to make my own

因为 PANLINE 还没出，我可能得自己做一个

i could generate 1girls if youd prefer that

你要是喜欢我也可以生成点 1girls

附件: https://i.4cdn.org/g/1785958238015800.mp4

now that the dust has settled, did wan fuck up by abandoning us and going closed source? the community worshipped them, and they essentially threw away their crown for nothing

尘埃落定了，现在说，Wan 抛弃我们转闭源是不是脑子有病？ 社区当初那么捧他们，结果他们就这么把皇冠扔了，啥也没捞着

>>109471154

I am more than happy with the model. I don't really give a shit about high resolution, I'm just glad i can actually run it at a decent enough speed (9s at 0.3mp,~7 minutes on 4070), and it's only gonna get faster once people figure it out

我对这模型满意得不得了。我才不在乎分辨率高不高，我就高兴能跑得够快（4070 上 0.3mp 只要 9 秒，大约 7 分钟出图），而且等大家研究透了只会更快

>>109471184

not only they betrayed us, but they can't make good API models, I saw some Wan 3.0 gens they're inferior to minimax lmaoo

不光背叛我们，他们 API 模型也做不好，我看过一些 Wan 3.0 的生成结果，比 MiniMax 差远了，笑死

>>109471184

>did wan fuck up by abandoning us and going closed source?

>Wan 抛弃我们转闭源是不是脑子有病？

of course but minimax CEO is speed running self sabotage by pissing and shitting over anything nsfw

那当然，但 MiniMax 的 CEO 也在疯狂作死，对 NSFW 的东西各种踩踏

>>109471054

Thank you mama!

谢谢妈妈！

looks like I wasn't logged in. No wonder I couldn't see them

好像我压根没登录，难怪看不到

>>109471199

No he isn't he said just not associate with the model, which is obviously the best way for both them and us to avoid normie trouble

不，他不是那个意思，他只是说别跟这模型扯上关系，这对咱们和他们来说显然都是避开普通人麻烦的最好办法

Is there any workflow that combines multiple videos into one ??

有没有什么工作流能把多个视频合成一个？？

图片: https://i.4cdn.org/g/1785958461291473.png

>there's already a shitton of coom loras for H3 on civitai

>civitai 上 H3 的色情 lora 已经多到爆炸了

huh? I thought the licence forbids that

啊？我还以为许可证禁止这个

>>109471084

Depends on the video audio quality. What do you mean?

取决于视频音频质量。你什么意思？

>>109471223

Let me know if any of it is any good.

要是有好用的告诉我一声。

>>109471070

yes i know anon, its comically stupid how bad he is professionally and as a joke

是的我知道，匿名网友，他无论专业上还是搞笑上有多烂都蠢得可笑

>>109470728

Not bored, actually so satisfied that I want to rethink life's decisions

不无聊，反而太满足了，都想重新思考人生选择了

>>109471192

>I don't really give a shit about high resolution

>我他妈根本不在乎高分辨率

a lot of people don't know the difference between high quality and high resolution.

很多人分不清高质量和高分辨率的区别。

>>109471182

Solarpunk sure does look superpooer India

Solarpunk 确实看起来像超级无敌印度

>>109471233

No retard, the video quality can be perfect but your samples are still shit if there is background/ambient noise.

不，傻逼，视频质量再完美，但有背景/环境噪音的话你的样本还是烂。

>>109468574

2x speedup yes, but what about the quality?

2倍速确实，但质量呢？

>>109471223

they granted civitai the license. apparently it's not that hard to get and the fudding was overblown

他们给了 civitai 许可证。显然拿到不难，之前的恐慌被夸大了

>>109471245

the only metric I care about is the quality/gen time ratio.

我唯一在乎的指标是质量/生成时间比。

>>109471258

loicense fudding was overblown? feels like this has happened before and somewhat recently but i just cant put my finger on it...

许可证恐慌被夸大？感觉这事发生过而且挺近的，但就是想不起来...

>>109470843

https://huggingface.co/sakamakismile/Qwen3-VL-32B-Heretic-MiniMax-H3-NVFP4

here's a diff link

这里有 diff 链接

I was getting bodyhorror when using nsfw image reference, but now its fixed

用 NSFW 图片参考时我身体恐怖了，不过现在修好了

>>109471162

I don't know what the fucking deal is with the CRONCHING. So it 100% can generate succing just fine, that anon who struggled so hard was clearly baiting because i've not had a single failgen with the subject biting into it.

我不知道那咔嚓声他妈怎么回事。所以它绝对能完美生成咬的动作，那个挣扎半天的匿名网友明显在钓鱼，因为我用这个主体咬进去的提示词一次都没失败生成过。

But the audio REALLY wants there to be biting. It must be a setup thing, will continue to tweak since this seems to be the most flaw-revealing prompt i've tried thus far. Very cool though i've gotten my gen times for 1156x640 8sec down to 18 minutes.

但音频真的很想要咬的动作。肯定是设置问题，会继续调，因为这是我试过的最能暴露缺陷的提示词。不过挺酷的，我 1156x640 8秒的生成时间已经降到18分钟了。

https://files.catbox.moe/wz3ahu.mp4

>>109471258

>the fudding was overblown

>恐慌被夸大了

woah woah, you're telling me the same jabronis that were doomposting about the model before it even dropped, were exaggerating? fuuuuck.

哇靠，你是说那群模型还没发就疯狂唱衰的家伙，都在夸大其词？他妈的。

>>109471258

>they granted civitai the license

>他们给了 civitai 许可证

damn, I have a serious question to all of you, is this the best model release in history? they nailed absolutely everything

靠，我有个正经问题问你们，这是史上最好的模型发布吗？他们啥都完美做到了

>great quality

>质量超高

>acceptable size

>体积可接受

>insane prompt adherence

>提示词遵循能力变态

>amazing character consistency

>角色一致性惊人

>uncensored as fuck

>完全无码

>the audio is good

>音频也好

like, this is close to perfection right?

这不就是接近完美吗？

>>109471219

>submits takedown notice on your nsfw lora

>对你 NSFW lora 提交下架通知

actions are louder than words

行动胜于言语

https://civitai.red/models/2836176/sexgods-naughtytimes-minimax-h3-lora?modelVersionId=3200994

Good Lora for sex

啪啪用的好 Lora

>>109471223

>coom loras

>色情 loras

I sleep

我睡了

>Skeletor - Masters of the Universe

>骷髅王 - 宇宙的巨人 ┐ 真实

Real shit

真没骗你。

>>109471290

They were HF and had minmax in the title was probably why. The civit ones should probably do the same but hey who knows maybe they are fine with civit cause it's a niche.

它们有 HF 而且标题里有 minmax 可能是原因。Civit 上的应该也这么做，但谁知道呢，也许它们觉得 civit 没问题因为是小圈子。

>>109471302

Ok, but where is the pussy lora?

行，但逼 lora 在哪？

>Solarpunk sure does look superpooer India

>Solarpunk 确实看起来像超级无敌印度

cdan't argue with that

这个没法反驳

附件: https://i.4cdn.org/g/1785959141351045.mp4

>>109471290

China literally has laws against NSFW, you're fucking lucky they are looking the other way a model literally trained on content illegal in China. It's incredible how short sighted you freaks are.

中国对 NSFW 有明文法律，他们睁一只眼闭一只眼就已经算你走运了，一个训练素材在中国算非法的模型。你们这些变态怎么这么短视，真服了。

OPEN SOURCE APACHE 2 KREANIMA DEVELOPED BY ANIMANON WHEN???

>>109471333

>where is the pussy lora?

>色色lora在哪？

https://civitai.red/models/2835594/minimax-h3-vagina?modelVersionId=3200540

>>109471336

I really don't think it has much NSFW training. it just has no safety training.

我觉得它基本没做过NSFW训练，它就是没做安全训练而已。

struggling to make sage 2.2 work!

搞了半天sage 2.2就是跑不起来！

sageattention is breaking the Minimax H3 audio according to Claude.

Claude说sageattention把Minimax H3音频搞崩了。

the process

流程

runs but the error happens at Save Video node.

能跑，但错误出在Save Video节点上。

Installed sage from here https://huggingface.co/Kijai/PrecompiledWheels/tree/main

these are the nodes I'm trying to use

这些就是我试着用的节点

图片: https://i.4cdn.org/g/1785959217043375.png

>>109471249

are you trolling me? Find videos with good audio. What are you talking about?

你是在耍我吧？去找音频好的视频。你到底在说啥？

>>109471336

the CPP is known to not follow rules when it doesn't suit them, for example Alibaba and Minimax have the right to use twitter, twitter is illegal for your regular citizen in China you know that right?

这CPP出了名的该守规矩时不守规矩，比如Alibaba和Minimax能用twitter，但twitter对普通中国公民来说是违法的，你知道吧？

>>109471352

It can do GGW out of the box, it's definitely got porn. What you're mistaking is the video vs prompt discrepency, the reality is the porn is poorly captioned.

它开箱就能搞GGW，绝对有黄。你搞混的是视频和提示词对不上的问题，实际情况是黄片标注太烂了。

>>109471361

You should've just prefaced from the start that you were an illiterate moron who cannot comprehend simple sentences.

你早该一开始就说自己是个看不懂简单句子的文盲傻逼。

>>109471333

Check a mirror

照照镜子吧

Really cant wait for 4 step Loras.

真的等不及4步Lora了。

Even 8 step or 10 step Loras already a massive improvement

就算8步或10步的Lora也已经是大提升了

附件: https://i.4cdn.org/g/1785959364341978.webm

>>109471378

>autistic moron STILL repeating himself

>自闭症傻逼还在重复自己说过的话

Small-brained autists like you just can't escape those recursive posting patterns eh? Terminally online freaks like you truly don't have any hope.

像你这样脑子小的自闭症就是逃不出那种循环发帖模式是吧？你们这种线上重度患者真的没救了。

>>109471325

I just find it weird they can have power over models they can't control the licence. If it was the name they could just rename the repo right?

我就是觉得奇怪，他们凭什么能对一个连许可证都管不了的模型有控制权。如果是名字的问题，直接改仓库名不就行了吗？

>>109471385

If they are so good why don't they come with the model?

如果他们这么牛逼，为什么不直接随模型发布？

so can we finally put to rest this idea that large models are somehow bad? every time it's the same retards

所以咱能不能终于把"大模型不行"这个想法埋了？每次都是同一批智障在说

>OMG ITS OVER 10B THATS IMPOSSIBLE TO RUN!!!

>WHY DO THEY KEEP MAKING THESE MASSIVE MODELS

yet we see with krea and h3 that there is no issue running them at all, and even a quanted down speedslopped large model is smarter than the previous generation of models

但我们在krea和h3上看到跑起来一点问题都没有，而且就算量化降速的大模型也比上一代模型聪明

some mortal kombat stuff

整了些真人快打的东西

https://files.catbox.moe/7vfn5m.mp4

guys, i'm worried about /edg/...

兄弟们，我有点担心/edg/了...

check out what they had to say about minimax h3:

看看他们对minimax h3说了啥：

>>>/e/3122897

>I've been trying to get actual porn from that model but for some reason my prompts doesn't pass the filter.

>我想从那模型搞点真黄，但不知道为什么我的提示词过不了过滤。

>Weird because I've seen people is doing explicit nsfw stuff with it no problem

>奇怪，我见过有人用那玩意儿搞NSFW露骨内容一点问题没有

>>>/e/3122899

>For a 70gb model, that doesn't look much better than wan video

>就一个70gb的模型来说，看起来不比wan video好多少

>or 400gb, if that's the online API version

>或者说400gb，如果是线上API版本的话

is it possible to restart an h3 video gen to extend it while keeping all settings the same? Like view it after 1s etc

能不能重启一次h3视频生成来延长它，同时保持所有设置不变？比如看了1秒后这样

>>109471400

same shit with LLMs and 2bit quants or whatever of a huge model being better than full precision smaller ones

跟LLM那边一样，2bit量化或者随便什么的大模型比特满精度小模型好

>>109471400

no one is pretending that the scaling law doesn't exist, but what also exists is improvements on the training process so that we can get modern small models that can be as good as old giant old models like GPT3

没人说不存在缩放定律，但同时也存在训练过程的改进，这样我们能得到像GPT3那种老巨无霸一样好的现代小模型

>>109471409

>the tranime gooners don't know what they're talking about

>那些动漫色批根本不懂自己在说啥

color me shocked

真是让我大跌眼镜

>>109471400

well cool it with the anti-retardation remarks. It just happens that Krea 2 and H3 are the only examples in recent time were something can actually be big and be worth the parameters. Most big parameter models are a joke, like are you still using flux 1? No? no shit retard. Bigger doesn't always mean better. Helps that architectures get better, which means more optimized, which means guess what nigger they can get SMALLER and still be powerful.

得了吧，少说点这种“ retardation ”的话。碰巧 Krea 2 和 H3 是最近仅有的例子，说明东西可以做得大，而且参数配得上。大多数大参数模型就是个笑话，比如你还在用 flux 1 吗？没有？那不就是废话吗，傻逼。大不一定就好。架构变好有帮助，意味着更优化，意味着啥你猜猜，黑鬼，它们可以变得更小，同时照样能打。

Everyone was understandably concerned when H3 got announced to have such a fuckhuge LLM, it's just at the same time, no one expected it to actually USE it well.

当 H3 公布有这么大的一个超大型 LLM 时，大家担心是理所当然的，但与此同时，没人预料到它能真的用好它。

>>109471400

if it was a more specific art domain it wouldn't need as many parameters. big generalist models just seem like a waste and each added art domain taints the others

如果是一个更具体的艺术领域，它就不需要这么多参数。大型通用模型似乎就是浪费，而且每增加一个艺术领域都会污染其他领域。

>>109471406

>no fatality message

>没有击杀提示

that ain't mortal kombat!

这又不是真人快打！

>>109471095

https://files.catbox.moe/7zh762.mp4

>>109471400

This. Anima was a major flop because of the limited number of parameters. It would've been much better using Z-Image or Krea as a base. TDRussell should take notes

就是这个点。Anima 因为参数太少，成了一场大翻车。如果用 Z-Image 或 Krea 做底子，会好得多。TDRussell 该记笔记了。

>>109470728

Go back

滚回去

>>109471409

Unfortunately some of these weirdos actually like the jarring real motions on anime characters. Is like WAI AI slop lovers, prolonged use of AI has fried their brains.

可惜有些怪人还真喜欢那种生硬的真人动作套在动漫角色上。就像那种 WAI AI 垃圾内容爱好者，长期用 AI 已经把他们脑子烧坏了。

>>109471400

Well I think Flux 2 is shit to run and I think Wan 2.2 two shit model flow is shit to run. The fact is people like H3 because it's good and runs decent for the size. But if it didn't have day one quant support people would be pissed.

我觉得 Flux 2 跑起来烂透了，Wan 2.2 双垃圾模型流程也烂透。事实是，人们喜欢 H3 是因为它好用，而且按体积来说跑得还行。但如果它没有首日量化支持，大家估计早就炸毛了。

Well I tried to get it to generate without nips 3 times and it just won't do it. Took 90 minutes for 1 megapixel 30 seconds, the quality kinda sucks I assume it's degrading somewhat from the length. I thought about adding a cut at the end where Mays is rolling out of a house in a stretcher but I'm getting bored.

我试了三遍想让它生成不带乳头的画面，它就是不行。1 兆像素 30 秒花了 90 分钟，质量也就那样，我猜是时长导致的分辨率下降了。我考虑过在结尾加个剪切，Mays 躺在担架上从房子里滚出来，但我觉得有点无聊了。

https://files.catbox.moe/2aaxio.mp4

图片: https://i.4cdn.org/g/1785959778548150.png

>>109471443

very smooth

非常丝滑

>>109471388

kek mad

呵呵，气急败坏了

>>109471409

jesus christ did this fucking idiot really just say h3 doesn't look better than wan?

我的天，这傻逼真说了 H3 看起来不比 wan 好？

>>109471450

the anorexic dataset is halfof the blame and more params won't help that

厌食症数据集得背一半锅，再多参数也救不了那玩意

>>109471284

Def some testing, or a wait for a full Lora but maybe thatd be slop and is have to make my own. In any case gonna test if 'sucking as though it was butter' or the popsicle has the sound texture of butter' or inspired by <thing that isn't ever bitten down on in motion>. I just replaced it with soft kisses and mild licks prompts sometimes instead . I can here the cronching in my head as we speak

肯定得测一下，或者等一个完整的 Lora，但那样可能就是垃圾，我得自己搞。不管怎样，我要测一下“像黄油一样吸”或者“冰棍有黄油的音质”，或者受到“某个动起来从不咬下去的东西”启发。我有时直接用软吻和轻舔的提示词替代。我现在脑子里都能听到嘎嘣脆的声音。

>>109471443

Why are you stripping the WF?

你干嘛要扒掉 WF？

>>109471397

all good things come with a price

好东西都有代价

>>109471472

because thats what happens when you run it through two different programs that aren't comfyui

因为这就是你把东西过两个不是 comfyui 的程序会发生的后果

>>109471455

>But if it didn't have day one quant support people would be pissed.

>但如果它没有首日量化支持，大家会炸毛。

if Kijai didn't find that magic trick that pruned the model from 33b to 20b I'm pretty sure the reception would have been way more mixed

如果 Kijai 没找到那个把模型从 33b 剪到 20b 的魔法招数，我敢肯定反响会复杂得多

>>109471354

sorry anon but to get sage working I just opened Codex, gave it this prompt:

抱歉，anon，要让 sage 跑起来，我就开了 Codex，给了它这个提示：

>C:\AI\ComfyUI\

>help me install this sage attention thingy

>帮我装这个 sage attention 玩意儿

and then 3 minutes later it was working.

然后 3 分钟后就搞定了。

>>109471487

>>109471487

>>109471486

stabilitymatrix makes it easy

stabilitymatrix 让这变得简单

图片: https://i.4cdn.org/g/1785960029239114.png

>>109471439

"fatality"

https://files.catbox.moe/j60w63.mp4

>get agent to fix dep issue

>让客服把依赖问题修了

>next update

>下次更新再说

>everything breaks

>所有东西都崩了

>do it again

>再拖一次

so this is the long term corpo scam huh?

所以这就是长期割韭菜的企业套路呗？

>>109471017

Grok was always shit and inferior to its competitors. Even if you're a apifag, omni has completely supplanted it.

Grok 从来就是坨屎，比不过竞品。就算你是API死忠粉，Omni 也早就把它干趴下了。

>>109471480

Yeah but it's hard to be mad when it's so good, it's basically uncensored Sora 2 at home and that's the big trick to get people to adopt, it has to be exceptional, and it is.

是啊，但它好用到你根本气不起来，基本上就是家里蹲版的无审查 Sora 2，这就是让人上钩的大招——它必须得牛逼，而它确实牛逼。

>>109471508

>get agent to fix dep issue

>让客服把依赖问题修了

there's your issue

问题就出在这

ref2va H3 is wayyyyy too slow with the added references, not worth it compred to base

ref2va H3 加了参考音频后慢得离谱，跟基础版比完全不值

Anyone have any tips for when using the ref2va model with 2 audio inputs.

有人用 ref2va 模型接两个音频输入时有啥技巧吗？

I have:

我的配置是：

><Audio 1>: reference - its vocal timbre guides the dialogue delivery of <Subject 1> without copying the original signal.

><音频1>：参考——它的音色决定<对象1>的对话表现，但不复制原信号。

><Audio 2>: reference - <Audio 2> is used to provide a sample for the style of background music throughout the video without coping the original signal.

><音频2>：参考——<音频2>用来提供整段视频背景音乐的风格样本，同样不复制原信号。

But the video starts with <Subject 1> speaking and I dont get any background music until <Subject 1> stops speaking.

但视频开头是<对象1>在说话，背景音乐要等<对象1>说完才开始出现。

Im just trying to understand if im doing anything wrong?

我就想搞明白是不是我哪步搞错了？

>detailed description:

>详细描述：

>[Shot 1] The scene opens exactly on <Picture 1>. Music is playing throughout the video in the background in the style, beat, and rhythm of <Audio 2>.

>[镜头1] 开场直接落在<图片1>上。整段视频背景音乐一直播放，风格、节拍和节奏都跟着<音频2>走。

>>109471370

fucking everybody has a vpn to connect to the global internet. It's more of a discouragement than anything else.

他妈的人人都挂VPN连全球互联网，这玩意儿就是吓唬人的罢了。

rip snowbreak fuck the ccp

雪崩啊雪崩，中共吃屎去吧

>>109471532

I find it's only the video refs that makes it slow. I assume if you feed it only very short clips at low res it will be faster. But haven't tried yet.

我觉得拖慢速度的只有视频参考。我猜如果只喂很短的低分辨率片段就会快些，但我还没试过。

It's just as fast as base when you only use image + audio ref for voice.

只用图片加音频参考来做人声的话，速度和基础版一样快。

video duration is a linear increase in gen time?

视频时长跟生成时间是线性关系吗？

>>109471643

more like quadratic. going from 5 to 10s quadrupled my gen time

更像二次方。从5秒加到10秒，我的生成时间直接翻了四倍

>>109471613

yea i fed it a cropped video downscaled to something like 330x360, 24 fps 6s long, and it basically tripled the gen time lol. might only be worthwhile for multi-image & audio

是啊，我喂了一段裁剪后缩到大概330x360、24帧、6秒的视频，然后生成时间基本翻了三倍哈哈。可能只有多图和音频才值得这么玩