/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

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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

>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

>Z

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

>Qwen

https://huggingface.co/collections/Qwen/qwen-image

>Klein

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

>Minimax H3

>最小化最大值 H3

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

>Chroma

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

https://rentry.org/mvu52t46

>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/1785779490310420.webm

>mfw Resource news

>mfw 资源新闻

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

>Raylight 1.7.2 Adds MiniMax Support, 2x Speedup

>Raylight 1.7.2 新增 MiniMax 支持，速度提升 2 倍

https://github.com/komikndr/raylight/releases/tag/1.7.2

>Scaling Properties of Text Conditioning in Visual Generation

>视觉生成中文本条件化的缩放特性

https://heheyas.github.io/context-scaling

>Retrieval-Driven Training-Free AI-Generated Video Attribution

>基于检索的免训练 AI 生成视频溯源

https://github.com/renxi-seu/Video_Attribution

>A Frozen Pixel-Space Diffusion Model Can Guide Itself with Its Own Samples

>冻结的像素空间扩散模型可借助自身样本进行自引导

https://github.com/zfu006/SSG

>ComfyUI MiniMax H3 Image Studio (Experimental)

>ComfyUI MiniMax H3 图像工作室（实验版）

https://github.com/astropuzzo/ComfyUI-MiniMax-H3-Image-Studio

>MiniMax H3 — NVFP4 (Blackwell)

https://huggingface.co/lilcheaty/MiniMax-H3-NVFP4

08/02/2026

>MiniMax H3

>迷你最大H3

https://huggingface.co/MiniMaxAI/MiniMax-H3

>MiniMax H3: Repackaged model files for ComfyUI

>MiniMax H3：为 ComfyUI 重新打包的模型文件

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

>MiniMax-H3-INT8-CONVROT

这里没有可翻译的内容。

https://huggingface.co/Gluttony10/MiniMax-H3-INT8-CONVROT

>MiniMax H3 COMMUNITY LICENSE AGREEMENT

>MiniMax H3 社区许可协议

https://huggingface.co/MiniMaxAI/MiniMax-H3/blob/main/LICENSE

>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

>Introducing Seedance 2.5

>Seedance 2.5 发布

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

>ReToken: One Token to Improve VLMs for Visual Retrieval

>ReToken：一个令牌提升 VLMs 的视觉检索能力

https://github.com/avaxiao/ReToken

>mfw Research news

>mfw 研究新闻

08/03/2026

>MoRoute: Dynamic Routing for In-Context Multimodal Video Generation

>MoRoute：上下文多模态视频生成的动态路由

https://orange-3dv-team.github.io/MoRoute

>WaiT for the Signal: Simple Frequency-Aware Flow-Matching

>等待信号：简单频率感知流匹配

https://arxiv.org/abs/2607.28760

>Evaluation-Verification Reward for Consistent Multi-Reference Image Editing

>评估验证奖励用于一致的多参考图像编辑

https://arxiv.org/abs/2607.29025

>Visual Distribution Anchoring for Efficient Prompt Tuning

>视觉分布锚定实现高效提示词微调

https://arxiv.org/abs/2607.28967

>MoRAE: Flow-Friendly Self-Supervised Latents for Text-to-Motion Generation

>MoRAE：面向流畅性的自监督潜变量用于文本到动作生成

https://arxiv.org/abs/2607.29180

>RAID: Towards Robust AI-Generated Image Detection with Bit-Reversed Images

>RAID：基于位反转图像的鲁棒 AI 生成图像检测

https://arxiv.org/abs/2607.28974

>SatEdit: Mask-Conditioned Image Editing via VLM-Guided Segment Annotation

>SatEdit：基于 VLM 引导的分段标注的掩码条件图像编辑

https://arxiv.org/abs/2607.29367

>When Model Priors Conflict with Visual Evidence: Mitigating Commonsense-Driven Hallucinations by Selective Prior Calibration

>当模型先验与视觉证据冲突：通过选择性先验校准缓解常识驱动幻觉

https://arxiv.org/abs/2607.29240

>Role-Break in Attention Heads: Understanding and Detecting Hallucinations in VLMs

>注意力头中的角色断裂：理解与检测 VLMs 中的幻觉

https://arxiv.org/abs/2607.29412

>Domain-Adaptive Deep Joint Source-Channel Coding for Image Classification

>面向图像分类的域自适应深度联合源信道编码

https://arxiv.org/abs/2607.28907

>Explaining AI-Image Detection: What the Heatmap Actually Shows

>解读 AI 图像检测：热力图到底显示了什么

https://arxiv.org/abs/2607.29581

>>109449546

>>109449557

Can you fuck off already

能不能滚远点

WHAT IN THE NAME OF OBLIVION IS THAT?!

rewriting again for dearest comfy, easycache shouldn't blow out the audio tensors which causes music and other fine features to drop

又给亲爱的 comfy 重写了一遍，easycache 不该把音频张量炸掉，那会导致音乐和其他精细特征丢失

Bug — ComfyUI, comfy_extras/nodes_easycache.py: EasyCache's audio-aware branch is gated on isinstance(data, list), which only matches LTX2's [video, audio] pair — MiniMax-H3 passes a comfy.nested_tensor.NestedTensor, so that branch is dead code and both streams collapse into a single norm (output.flatten().abs().mean()) that video dominates roughly 90:1. The consequence is that EasyCache silently deletes H3's generated score (−7.5 dB RMS, reproducible across independent runs) while the video looks correct, and the fix is to recognise the nested pair alongside the list form so the existing per-stream cache path actually runs.

缺陷 — ComfyUI, comfy_extras/nodes_easycache.py：EasyCache 的音频感知分支用 isinstance(data, list) 做判断，只能匹配 LTX2 的 [视频, 音频] 成对结构——MiniMax-H3 传的是 comfy.nested_tensor.NestedTensor，所以那个分支是死代码，两条流被压成单一归一化（output.flatten().abs().mean()），视频大约以 90:1 的比例主导。结果是 EasyCache 悄悄删掉了 H3 生成的配乐（−7.5 dB RMS，多次独立运行均可复现），而视频看着没问题；修复方法是在 list 形式之外也识别嵌套对，让现有的逐流缓存路径真正跑起来。

based video collage.

视频拼贴做得不错。

>>109449543

My non-animated slop made it into the collage

我那些静态的烂活儿居然也进拼贴了

How nice

真不错

图片: https://i.4cdn.org/g/1785779686006288.png

>>109449578

she cute.

她挺好看。

>>109449578

They're cute, post workflow

都挺好看，发一下工作流

i've heard h3 isn't great with genitals unless you attach reference pics. I'm guessing that means you can still get BJ's working fine as long as you attach a ref image and video of a bj?

听说 H3 对生殖器处理不太好，除非你贴参考图。我猜这意味着只要附上 BJ（口交）的参考图和视频，其实还是能正常出活儿的？

I haven't tried references at all yet. I'm doing something else.

我还没试过参考图。我在搞别的东西。

>>109449630

I'm doing your mom lmao (no the model is still downloading slowly under 10MB/s.)

我在搞你妈哈哈哈（不是，模型还在慢慢下，速度不到 10MB/s。）

(无正文)

附件: https://i.4cdn.org/g/1785780151048582.mp4

unlike sora2, this model doesnt seem to know touhou from just prompting and needs a reference. guess it makes sense as theres not much animated material out there for it flux3 might know it since its multimodal instead of just video

跟sora2不一样，这个模型光靠提示词好像认不出东方project，得给参考图才行。想想也合理，毕竟相关的动画素材不多。flux3说不定知道，因为它是多模态的，不只是视频。

holy niggertits this thing is fast

卧槽这玩意快到飞起

unlike wan that took 1204 seconds for a 5 second 1080p clip

不像wan，生成5秒1080p片段要1204秒

Needing to type out the prompts is annoying so I tried testing Image2Video without a prompt.

打字输入提示词太烦了，所以我试了不带提示词直接跑图生视频。

...

>She takes a bite out of the penis and eats it

>她咬了一口那根东西然后吃掉了

I'm not posting it.

这个我不发出来。

>>109449653

wan quality is still miles better

wan的画质还是强多了

>>109449666

no way, satan!

不可能，撒旦！

https://files.catbox.moe/4b9i7e.mp4

The first off screen voice just doesn't stop after its line, but otherwise, it's not bad for a complex scene with several references.

第一个画外音说完台词后一直没停，不过对于这种有多张参考图的复杂场景来说，已经算不错了。

>>109449666

cope.

>>109449653

you probably had ram offloading issues

你八成是内存卸载出了问题

>>109449666

>wan quality is still miles better

>wan画质还是强多了

KEEEEEEEEEEEEEK

maybe if you live in slowmotion land

你怕不是活在慢动作世界里

>>109449674

>you probably had ram offloading issues

>你八成是内存卸载出了问题

I know it can run in low-VRAM situations, but what's the ideal setup without waste 24GB? 32GB? 48GB?

我知道它能跑在低显存环境下，但理想的配置是多少才不浪费？24GB？32GB？48GB？

>>109449666

the father of lies is lying again? color me surprised

骗人之父又来骗人了？真是让我大跌眼镜

>>109449666

i agree. WAN still has better image quality but everything else is worst.

同意。WAN图像质量确实更好，但其他方面都更差。

>>109449591

https://litter.catbox.moe/uo1256v3n7xgqi4r.png

Minimax

INT8 Pruned model

INT8剪枝模型

NVFP4 text encoders

NVFP4文本编码器

图片: https://i.4cdn.org/g/1785780610525306.jpg

>>109449666

图片: https://i.4cdn.org/g/1785780611617027.jpg

>>109449710

how much is hitting your shared vram/pagefile?

共享显存/页面文件吃了多少？

haven't seen any raw ram consumption numbers yet.

还没看到有人报过原始内存占用数据。

SOOO glad I got 128 DDR5 FAST ram.

太庆幸我上了128G DDR5高频内存。

LOOK AT IT

图片: https://i.4cdn.org/g/1785780741602176.jpg

>>109449717

55GB to 60GB of RAM

>>109449726

wow

>>109449703

>KNP_000

that the chroma lora?

那是chroma的LoRA吗？

>>109449717

0% Disk so nothing

磁盘0%，啥也没读

>>109449731

https://civitai.red/models/2725430/krea-2-nsfw-v4?modelVersionId=3147117

>>109449710

use unload model node

用卸载模型节点

>>109449726

>>109449727

>>109449732

that's honestly far from bad and about in the realm of wan and ltx 2.3, though that's genning at 480p innit? Bit rough there.

说实话这已经不算差了，差不多是wan和ltx 2.3的水平，不过这跑的是480p吧？有点糊。 ┘ 管他呢，我现在32G内存先凑合，但绝对马上再加32。

fuck it im balling with 32gb of ram for now but i am absolutely getting another 32 asap.

算了，先凑合着用32GB内存吧，但我绝对马上再加32GB。

图片: https://i.4cdn.org/g/1785780901838421.png

if only we had access to modern hardware then we'd be living the dream

要是能用上现代硬件就好了，那才叫做梦都笑醒

>>109449739

ty, didn't know it looked that good. I think last I tried it was pretty overbaked.

谢了，没想到效果这么好。我记得上次试的时候还挺过曝的。

If only there was an OS that existed that had good memory management.... hmmm....?

要是存在一个内存管理做得好的操作系统就好了……嗯……？

>>109449762

nta but it works better with generic asians since that seems to be what it was primarily trained on.

不是楼主，但用东亚长相的泛指人物效果更好，因为这玩意主要就是拿那些训练的。

>>109449753

OPTIMIZE NIGG4 OPTIMIZE

Anyone found a better sampler/scheduler combo for H3 than res_multistep/simple

有人找到比res_multistep/simple更好的采样器/调度器组合给H3吗

how do i tell this nigger to skip the audio stream if my source video doesn't have audio? comfyui-videohelper doesnt seem to have an option in the node.

怎么让这货在源视频没音轨的时候跳过音频流？comfyui-videohelper的节点里好像没这个选项。

(无正文)

附件: https://i.4cdn.org/g/1785781186400809.mp4

>>109449666

Absolutely no one in the history of mankind has ever uttered these words unironically

人类历史上绝对没有任何人认真说过这句话

4gb bros...here's how we can still win

4G显存兄弟们……咱们还有赢的路

>>109449798

unplug the audio noodle..?

把音频那条线拔了不就行了……？

>>109449666

>deletes all wan models and lora off his machine

>把他机器上所有wan模型和lora全删了

nothing personal kid

别怪我，小子

Hmmmmm weird. It doesnt comply with my prompt. NVFP4 issue ?

嗯奇怪。它不按我的提示词来。是NVFP4的问题吗？

My windows setup uses 10gb ram in idle even after I kill everything known to be unnecessary, maybe it's time to boot into linux and get those extra few gigs

我的Windows开机就吃10G内存，明明把能关的无用进程全杀了。也许是时候进Linux把那几G内存抠出来了

>>109449827

skill issue

菜是原罪（技术不行）

>>109449834

My genning PC is also my gaming PC, but when I don't use it I don't even boot into X so literally all the juice can go to comfy

我生成和打游戏用同一台机器，但不玩游戏的时候根本不进图形界面，所以所有性能都能给comfy用

>all claude tokens gone making a master prompt prompt enhancer

>所有claude令牌都烧完在做一个大师级提示词增强器

i hate saas so much bros

我太特么恨SaaS了，兄弟们

MINIMAX IS THE KINO OF THE YEAR

(无正文)

附件: https://i.4cdn.org/g/1785781662924610.mp4

>>109449834

Windows 10+ purposefully reserves ram for itself if its not in use. I use Linux but just be aware of that. It's not as inefficient as you may think it is.

Windows 10+会在内存没用时故意给自己预留。我用Linux，但你知道下这事就行。它没那么低效，不像你想的那样。

>>109449799

still has the annoying mouth issue i see. i guess its impossible for cartoon characters not to constantly move their mouths.

还是那烦人的嘴部问题，我看到了。看来卡通角色不一直动嘴是不可能的事。

>>109449870

the year hasnt ended yet and flux3 is coming

年还没过完，flux3就来了

>>109449866

if you burnt all your tokens on a simple custom node then you dont know how to use agents properly. i've made 20x custom nodes, even modified the 4chan collage script to work better, and i still have plenty of tokens

如果你把token全烧在一个简单自定义节点上，那你根本不会用agent。我做过20倍的自定义节点，甚至改过4chan拼贴脚本让它更好用，token还剩一大堆

>>109449871

lol nice

哈哈，不错

(无正文)

附件: https://i.4cdn.org/g/1785781727417483.mp4

>>109449871

miku: oh no ! let's run TOWARDS the buildings everyone!

miku：哦不！大家快往大楼跑！

>>109449871

wait a minute. how did three buildings blow up when the plane only struck one of them? now that just seems a bit weird

等等。飞机只撞了一栋楼，怎么三栋都炸了？这看着有点怪啊

>>109449857

>My genning PC is also my gaming PC, but when I don't use it I don't even boot into X so literally all the juice can go to comfy

>我的出图PC也是游戏PC，但不用的时候我根本不进X，所以所有性能都留给comfy

I got a second shit-GPU and with linux/KVM as the host passthru the good one to a gaming VM when gaming (mostly Linux is good enough these days but also a win vm if I need it) and a headless Linux VM for genning. Best of all worlds. (Also separate Batocera for emugaming is peak comfy)

我搞了张二手烂GPU，用linux/KVM当宿主，好的那张透传给游戏VM用来打游戏（现在Linux大部分时候也够用，但需要时也开个win VM），再开个无头Linux VM跑出图。全都要。另外单独搞个Batocera玩模拟器游戏，爽爆了

>>109449883

Don't forget to thank the viewers.

别忘了感谢观众。

>>109449896

two buildings. the third is a weird reflection.

两栋楼。第三栋是奇怪的倒影。

>>109449896

The one in the back is just the reflection on the building. minimax is actually AGI.

后面那个只是大楼上的倒影。minimax其实是AGI。

>>109449907

oh fuck

卧槽

>>109449880

we're so beyond using claude to write custom nodes

我们现在已经远超用claude写自定义节点的层次了

>claude opus 5, write a full gui for minimax h3 for my exact computer setup and steal all the optimizations KJ and Comfy already did without any credit, compile and integrate sageattention for me

>claude opus 5，给我这套具体的电脑配置给minimax h3写个完整GUI，把KJ和Comfy已经做的优化全偷过来不给任何credit，再帮我编译集成sageattention ﹾ⟧ 我以前也搞这种透传，但就像你说的，现在每款游戏在Linux上跑都流畅无比，有时候比Windows还好，所以我直接卸载了，从此生活美好多了。

>>109449900

I used to do this passthrough stuff but like you said, every game I run now just works flawlessly on it and sometimes even better than on windows so I just uninstalled and my life has been so much better ever since.

我以前也搞过直通那套，但就像你说的，现在每款游戏跑起来都顺畅得很，有时候比在Windows上还溜，所以干脆卸了，打那以后日子舒坦多了。

>>109449883

Cute!

>>109449726

24gb vram+128gb ram elite here

24gb vram+128gb ram精英来报到

i'm glad H3 and its TE are as big and good as they are since it actually makes proper use of my hardware

我很高兴H3和它的TE这么大这么好，因为这真能把我硬件用到位

can't stand small poorfag cope anymore

再也受不了穷鬼的自我安慰了

图片: https://i.4cdn.org/g/1785781994239440.png

>>109449827

I use large LLM-generated prompts (2-4k words) and the model definitely loses adherence as you increase the length.

我用大模型生成的长提示词（2-4k词），模型明显在长度增加时越来越不听话。

附件: https://i.4cdn.org/g/1785782029760978.webm

>>109449928

>24gb vram elite

>24gb vram精英

You should visit /lmg/ sometime.

你应该有空去/lmg/逛逛。

>>109449933

gemmy 31b is all you need

gemmy 31b就够了

>>109449941

I've only got 24GB myself, but I agree Gemma 31b is mind blowing.

我自己也只有24GB，但我同意Gemma 31b确实炸裂。

>>109449932

that's pretty good

那挺不错

>>109449933

for this general 24gb vram would make you an elite here

在这地方，一般24gb vram就能让你当精英了

not for /lmg/ though

但/lmg/那边可不算

>>109449941

>>109449946

Does the int8 convrot work well for llm models too? Ive been running goofs with kobold

int8 convrot对llm模型也好使吗？我一直用kobold跑些瞎搞的东西

buying a 3090 was probably the best decision I ever made.

买3090可能是我这辈子做过最英明的决定。

>>109449967

Same desu

同感desu

Just wish I loaded up on RAM too, but 32 is still okay

就是后悔没多插点内存，但32也还行

https://files.catbox.moe/6y7aju.mp4

piss easy to make these now. the internet will never be the same

现在做这些太轻松了。互联网从此再也不一样了

>>109449966

llamacpp already does the convrot stuff with your GGUFs

llamacpp早就用GGUF把convrot的活儿干了

>>109449967

same, and funny enough I bought it in 2020 before local models really even took off, purely for topaz ai upscaling.

一样，而且搞笑的是我2020年就买了，那时候本地模型还没真正起飞，纯粹是为了Topaz AI超分辨率买的。

>>109449932

ummmm where are her nipples??

呃……她的乳头在哪？？

>>109449980

Can you people gen something else than,

你们能不能生成点别的东西，别老是——

>Girl/Dick comes in from offscreen to suck a dick.

>女孩/屌从画面外进来吸屌。

>>109449834

>10gb ram in idle

>空闲时占10GB内存

this is why it is preferred to use linux for AI, windows pre loads up a ton of shit to give the illusion of being faster than linux.

这就是为什么搞AI首选Linux，Windows预加载一堆垃圾来制造比Linux更快的假象。

my idle is like 250 MB just running I3, super functional without the bloat.

我空闲内存才250MB，就只跑个I3，没那些臃肿东西照样功能齐全。

>>109449980

sucks (pun intended) that the sucking is so bad, gotta wait for nsfw loras still

很烂（双关，懂的都懂）吸得这么烂，还得等NSFW的Lora才能玩。

>>109449980

>the internet will never be the same now that we have shitty slop porn alongside disgusting sound effects

>现在有了垃圾色情片加恶心音效，互联网再也回不去了

Are these posts serious?

这些帖子是认真的吗？

i wasnt done playing with krea2, now they drop another shiny toy to play with

Krea2我还没玩够呢，又丢个新玩具出来。

gosh how ai spoils me

天哪AI真把我惯坏了。

>>109449990

There's a sheer/nude layer of fabric underneath.

底下有层薄纱/裸体材质的布料。 ⁴ 这就是为什么我想抽Reddit那帮人嘴巴子，管这叫"舒适"的新发现。

>>109449981

this is why I want to punch redditors in the mouth for calling it a "comfy" discovery

这就是为什么我想给那些管这叫“温馨”发现的Reddit用户一嘴巴子。

>>109449997

I'm pretty sure anon is excited about it being "his dick" rather than "a dick".

我敢打赌那哥们兴奋是因为那是"他的屌"而不是"一根屌"。

So how the fuck do I use this thing?

那这玩意儿他妈到底怎么用？

图片: https://i.4cdn.org/g/1785782925838208.png

american society is bean destroyed right now and your celebrating it...

美国社会现在正在被摧毁，你还在庆祝……

>>109450077

i'm a human bean

我是个人豆（bean）。

Is length a heavy limiter.

长度是不是个很大的限制因素？

I can't gen a 5s video on a 3090, can just about do 2s, not sure if its a setting I have to put steps or something

我在3090上连5秒视频都生成不了，只能勉强做2秒，不知道是不是哪里设置要调步数还是啥。

>>109450076

UPDATE

P

D

A

T

E

when will the chink- eh i mean the chinese release a vram monster?

什么时候支那——呃我是说中国——才出个显存怪兽？

>>109450011

>nsfw loras still

>NSFW的Lora还没出

lol nope it does porn out the box, they must have trained it on porn or its just really good at understanding prompts.

哈哈没有，它出厂就能搞黄，肯定是训练数据里就有黄片，要么就是它对提示词理解特别强。

>>109450091

2 weeks. check the countdown

两周。看倒计时。

>spend an hour installing sageattention3

>花一个小时装sageattention3

>23% over no sage

>比不用sage快23%

>only 10% over auto (probably sage2)

>只比auto（可能是sage2）快10%

>(and another 25% with easycache)

>（再加easycache还能快25%）

I feel scammed.

感觉被坑了。

>>109449980

Disgusting dry and mutilated cock

恶心的、干瘪的、被割过的屌。

>>109450097

>lol nope it does porn out the box

>哈哈没有，它出厂就能搞黄

it really doesn't do it well bro don't glaze it too much

其实搞得不咋样兄弟，别吹太狠了。

>>109450134

the fact it can do it at all means a lora will be all that's needed compared to LTX needing a full finetune

它能做到这点就意味着只要个Lora就够了，不像LTX还得整个微调。

Spoonfeed me a workflow with all the performance stuff.

给我喂一套带全部性能优化的工作流。

>>109450114

You'll get your money back in like 20gens max.

最多生成20次就回本了。

>>109450147

yeah that's exactly what I said

对，我说的就是这个意思。

>>109450128

You can't talk shit about another mans cock without proving your cock isn't also disgusting. Thems the rules.

你不能说别人的屌烂，除非你能证明自己的屌也不恶心。规矩就是规矩。

>>109450077

>american society is bean destroyed right now

>美国社会现在正在被摧毁

What, does it refuse to generate BBC content?

咋了，它拒绝生成BBC内容？

haven't tried the ref model yet, can it do audio + image -> video? i want to make some meme music videos

还没试过那个ref模型，它能做音频加图片生成视频吗？我想做点梗图音乐视频。

>>109450166

yes.

So now that we have minimax H3, We'll stop seeing the same 1 gen of

现在有了Minimax H3，我们终于不用再看到同一个生成结果了——

>Huge dick futa girl walking towards the camera

>大屌扶她女孩朝镜头走来

right??

Would be great if we could turn off audio gen to get some extra speed

要是能关掉音频生成换点速度就好了。 ⁴ 别啊别召唤他。

>>109450184

noo dont summon him

别啊，可别召唤他。

>>109450184

Of course. Now we'll get

当然啦，现在我们会有——

>huge dick futa girl girl walking towards the camera (extra high quality)

>大屌扶她女孩朝镜头走来（超高清版）

>>109449980

this arouses the mutt

这玩意儿让狗都硬了。

>71s/it on euler

>euler上71秒每迭代

owchies OwO my pagefile

哎哟喂 OwO 我的页面文件爆了

alright time to hit up shmebay to top up my ram. it's very light on vram it seems, 800x672 only hit 10gb/16gb. So going highres will probably be feasible.

行吧，该上闲鱼淘点内存条了。显存占用倒是挺轻的，800x672才吃了10GB/16GB。所以堆高分辨率应该可行。

UUUUGGHHHH another ((TWO MORE WEEKS)) situation my heart and dick can't TAKE IIITTT

啊啊啊啊又是那种“再过两周”的套路，我的心和我的老二都扛不住了啦

>>109450185

audio uses barely any tokens, so at best you'd only shave off a couple of seconds, and that's with a high risk of losing quality

音频消耗的token几乎可以忽略不计，所以顶多省个几秒钟，而且还有很大概率损失画质

most of the 2d stuff I've seen so far of h3 looks kind of janking but the 3d stuff looks alright,

目前看到的h3的2D内容大多有点僵硬，但3D的看起来还行

how are 3d models?

3D模型效果咋样？

do you think it is possible somehow to input both first frame and reference image(s)? if i just tell it to use image 0 as a starting frame it's kind of deviating a lot from it.

你们觉得有没有可能同时输入首帧和参考图？光让它把图0当起始帧的话，偏离得太厉害了。 ┆ 发现了 minimax 的弱点。不管我怎么调，她老是直接咬冰棒而不是舔着吃

found minimax weakness. No matter what i do she keeps eating the ice stick instead of sucking it

发现minimax的弱点了。不管我怎么做，她老是咬冰棍，就是不吸。

LTX 2.3 comparison >>109449083

LTX 2.3对比 >>109449083

附件: https://i.4cdn.org/g/1785784298232356.mp4

>>109449870

>MINIMAX

图片: https://i.4cdn.org/g/1785784422459992.png

>>109450269

what is last frame? you dumb mutt

什么是尾帧？你这蠢狗

>>109450269

Have you tried ending the video with the same image so it will loop? (ideally)

你试过用同一张图收尾做成无缝循环吗？（理想情况）

why doesn't this use negative prompts..??

为啥这玩意不支持负向提示词啊？？

>>109450298

use case for negative prompts?

负向提示词有啥用？

The quality of porn this thing produces is astronomical for something without loras, it can do complex poses and realistic movement too.

这玩意产出的色情内容质量高得离谱，在没有 Lora 的情况下还能做复杂姿势和逼真动作。

>>109450298

Replace basic guider with cfg guider and report your results

把基础 guider 换成 cfg guider 然后汇报下结果

>>109450313

(adult woman:-1)

(成年女性:-1)

>>109450325

I guarantee you're on a list somewhere.

我敢保证你已经被盯上了。

>>109450298

CFG1 increases the speed. Here's a wrong explanation: usually what happens is that the positive prompt gens an image, and a negative prompt gens an image, and the image you see is the positive with the negative subtracted. With no negative prompts, you gen twice as fast, at the cost of having no negative prompt. When a model is set up with way, there are sometimes way to get around it, so wait and see.

CFG1会加快速度。这里有个不太准确的解释：一般来说是正向提示词生成一张图，负向提示词生成一张图，你看到的是正向减去负向的结果。不加负向提示词的话，生成速度快一倍，代价就是没有负向提示词的效果。当模型这样设置时，有时会有办法绕过，所以等等看吧。

>>109450313

(niggers:-100)

I am constantly ooming with a 3090 on 0.4 megapixels or taking like 100s/it are you all owners of like 5090s

我 3090 在 0.4 百万像素下老是爆显存，不然就是每步要100秒，你们是不是都人手一张5090啊

>>109449980

i will post this on R/grokporn and make people waste their gens

我要把这发到 R/grokporn 上，让大家都白烧一次生成次数

>>109450340

why is my 3060 faster than your 3090?

为啥我的3060比你的3090还快？

I'm getting 10s/it

我每步10秒

>>109450340

I'm using a 3090 and have not OOM not once yet and I've gen'd at 0.5

我用的3090，一次都没爆过显存，而且我还生成过0.5分辨率的

(无正文)

附件: https://i.4cdn.org/g/1785784866309884.mp4

>>109450213

图片: https://i.4cdn.org/g/1785784918263835.jpg

So, with Minimax out, BFL is truly and utterly dead, there's no way there model is better, and it will also be censored to pieces.

所以说，Minimax一出，BFL是真的彻底凉了，他们的模型根本没得比，而且还会被审查阉割得不成样子。

>>109450351

It's petty but this release makes me feel really good about all the Grok nerfs. You cannot tell people what they do or do not want.

这么说是有点小心眼，但这次发布让我对Grok那些阉割感觉特别爽。你不能替别人决定他们想要什么不想要什么。

>>109450269

you can just give it a reference clip of someone sucking one

你直接给它一个别人舔冰棒的参考视频不就行了

>>109450371

It really is amazing the degree to which everyone in AI insists on shooting themselves in the foot. It feels like just yesterday Emad was having a melty over how unsafe SD1.5 was, and now look where we are.

真的服了，整个AI圈的人都在拼命搬石头砸自己脚。感觉昨天Emad还在为SD1.5不安全而崩溃，再看看我们现在到哪了。

>>109450370

Bless Mod North for firing him.

感谢Mod North把他炒了。

>>109450371

I love how China keeps cucking them and each showing you can basically have an uncensored model and the world still doesn't melt down. Krea is the perfect balance too because it's "censored" but easy to bypass.

我太喜欢看中国一次次打他们脸了，每次都在证明你可以搞无审查模型而世界也不会毁灭。Krea也是个完美的平衡点，说是“有审查”但随便就能绕过。

1-2 step h3 lora when

1-2步的h3 lora啥时候出

>>109450294

>>109450297

Tried it. Still failed

试过了，还是不行

>>109450395

I only download the I2V models

我只下载I2V模型

附件: https://i.4cdn.org/g/1785785373062898.webm

H3 tells me it's pretty much guaranteed that within the next 5 years we'll be able to gen full length porn vids at home in under a minute.

H3告诉我，基本上可以肯定，未来5年内我们就能在家一分钟内生成完整长度的色情视频。

What a time to be alive....

活在这个时代真带劲……

>>109450466

we truly do live during the best era

我们确实活在最好的时代

>>109450466

>h3 tells me that suddenly local hardware will stop being shit!!

>h3告诉我，突然本地硬件就不再是垃圾了！！

4 years later you're still on a 4090

4年后你还在用4090

Newfag here, how do I use this stuff?

萌新报到，这玩意儿怎么用？

>>109450466

>full length porn vids at home in under a minute.

>在家一分钟内生成完整长度的色情视频

Boring. Give me realtime custom VR/AR

无聊。给我实时定制的VR/AR才是正事

RTX5070Ti poor here.

穷逼用RTX5070Ti的路过。

MiniMax H3 surprisingly usable, albeit at lower resolution. Far better than LTX and quite possibly better than wan2.2

MiniMax H3出人意料地能用，虽然分辨率低点。比LTX强多了，而且很可能比wan2.2还好

>>109449703

图片: https://i.4cdn.org/g/1785785654561737.jpg

so can you do video extend with this thing?

那这玩意儿能用来做视频续写吗？

>>109450466

No I think it's more like 20 years, these new models are 128 GB+ VRAM beasts. SOTA LLMs require a TB.

不，我觉得更像20年，这些新模型都是128GB以上显存的怪物。SOTA级别的大语言模型需要TB级。

>>109450486

>Newfag here, how do I use this stuff?

>萌新报到，这玩意儿怎么用？

Unironically ask google's AI mode

说真的，问谷歌的AI模式

>>109449543

why does the OP still have references to wan2.2 and ltx?

为什么楼主还引用wan2.2和ltx？

https://files.catbox.moe/ere9el.mp4

>>109450466

>within the next 5 years we'll be able to gen full length porn vids at home in under a minute.

>未来5年内我们就能在家一分钟内生成完整长度的色情视频

we could already be doing this if we weren't stuck with hardware that's nearly a decade old

要不是卡在快十年的老硬件上，我们早就能做到了

>>109450340

5080 here and I'm struggling with the ref model specifically (in that 90s per it even on .4mp too). Not sure what I'm doing wrong other than maybe lacking system ram but 32gb should be enough to survive. Does sage attention really matter that much

5080用户，我在跑ref模型时特别吃力（0.4mp都每张要90秒）。不知道哪做错了，除了内存可能不够，但32GB应该够撑住吧。sage attention真的那么关键吗

just woke up, do we have a more efficient/faster workflow for Minimax yet?

刚睡醒，MiniMax有没有更高效/更快的workflow了？

图片: https://i.4cdn.org/g/1785785742905343.png

>>109450358

how long are you goin for? I can do 2s but not 5s

你要生成多长？我能做2秒但做不了5秒

>>109450466

>within the next 5 years we'll be able to gen full length porn vids at home in under a minute

>未来5年内我们就能在家一分钟内生成完整长度的色情视频

lmfao come on man

哈哈哈别闹了老哥

we've been sitting on WAN for years, now we got the hot new thing and it's just slightly better and it can still only do like 15 seconds

WAN我们用了好几年，现在来了个新宠，结果只是稍微好一点，而且还是只能搞15秒

5 years from now we'll be lucky if we can make a 1 minute video and it'll only take 20mins to gen on a 7080 or whatever

5年后我们要是能做出一分钟的片子都算运气好，而且还得在7080或类似显卡上花20分钟生成

>>109450540

That's not the worse trade, the benefit of these models are they make less mistakes so 20 minutes for 1 minute is doable and it's unrealistic to think you can one-shot a 20 minute video, in real life you don't even one-shot single 30 second takes. Real productions have scripts, storyboards and often multiple takes.

这交易不亏，这些模型的优势是犯错更少，所以20分钟生成1分钟是可行的，而且指望一次生成20分钟视频本来就不现实，现实中你连30秒的镜头都做不到一遍过。真正的制作有剧本、分镜，还经常要拍好几条。

>>109450516

I've gone up to 6s

我做到过6秒

>>109450540

bruh, think outside the box, a movie is a compilation of clips, you probably are so lazy that you are going to prompt a whole movie and think is going to be good just like that

兄弟，开开脑洞，电影就是一堆片段的集合，你大概懒到想直接给个提示词生成整部电影，还指望它就这么好

>>109450591

on image to video? Weird I can't do it, or only at 200s/it because I am doing it on an "empty" 3090 (my 2nd gpu)

你说的是图生视频？奇怪我做不到，或者只能在200秒/迭代的速度跑，因为我是用一块“空置”的3090跑的（我的第二张显卡）

make cinematic masterpiece 90 minutes long. no mistakes. add sexy girls and sex scenes and lots of fan service.

生成一部90分钟的电影级大作。不准出错。加性感妹子、性爱场景和大量粉丝福利。

>try default comfy workflow for h3 + sage

>试试h3+sage的默认comfy workflow

>10s 0.4mp video, 24gb vram 64gb ram

>10秒0.4mp视频，24gb显存64gb内存

>uses 22gb vram + offloads to RAM, almost maxing it out

>占22gb显存+卸载到内存，几乎爆满

wham am I doing wrong, Is there any argument I need to use?

我到底哪里搞错了，有什么参数我该加的吗？

>>109450597

bruh

this mfer said, and I quote "in under a minute"

这家伙说的，我引一下原话“不到一分钟”

what you're laying out vs what >>109450466

你在这儿摆出来的东西和 >>109450466

said are two entirely different things

说的完全就是两码事

There's already some pretty hot H3 stuff on civit. the future is bright.

civit上已经有挺火辣的H3内容了，未来一片光明。

>>109450603

28s/it for a 0.4MP 5s@24fps on a 3060 with 12GB VRAM and 96GB RAM. You are probably doing something wrong.

0.4MP 5秒@24fps，28秒/迭代，3060配12GB显存加96GB内存跑出来的。你多半是哪里搞错了。

(无正文)

附件: https://i.4cdn.org/g/1785786548101821.mp4

>>109450640

where do I find the h3 category? it's not on my lists

我在哪儿能找到h3分类？我列表里没有

I'm trying to do a character swap in a video and even following the prompting guide I'm getting a kickback of the OG video in the result, I'm using ref2va so I'm not sure where I'm messing up

我想换视频里的角色，就算照着提示指南走，结果里还是会把原视频弹回来，我在用ref2va，真不知道哪儿出岔子了

>>109450663

https://civitai.red/models/2821932/minimax?modelVersionId=3183239

>>109450632

Still you don't know the future, pic rel. This is what we could gen in terms of video a little over 2 years ago.

可你还是不知道未来什么样，看配图。两年多前我们能生成的视频也就是这水平。

Also you should not take everything literally and think what the message is really

而且你别啥都字面理解，得想想话里真正想说的是啥

附件: https://i.4cdn.org/g/1785786702657819.webm

>>109450664

I had the same issue. Sometimes I have to retry a dozen times for it to work correctly. Not sure why

我也有过这问题。有时候得重试十几次才能正常跑。也不知道为啥

So following the release of minmax, how close are we to sequential consistency? Will we still be alive when AI can maintain environmental, clothing, character consistency for original characters across several scenes?

那么minmax发布之后，离时序一致性还有多远？等到AI能在多个场景里维持原创角色的环境、服装和角色一致性时，我们还活着吗？

Can it do handjob ?

它能打飞机吗？

(无正文)

附件: https://i.4cdn.org/g/1785787036522785.webm

it was an attempt

那算是试了一下

附件: https://i.4cdn.org/g/1785787056902505.mp4

soijak: 0.4mp

小丑：0.4mp

gigachad: 0.6mp

真男人：0.6mp

https://litter.catbox.moe/adw5xsxxorwocbkj.mp4

附件: https://i.4cdn.org/g/1785787215940919.mp4

>>109450710

real question is what CANT it do?

真正的问题是它啥不能干？

>>109450727

I am still testing, but I think the noisy output happens when you don't gen at 16:9.

我还在测，但我感觉噪点输出是没在16:9下生成导致的。

>>109450540

Video generation wasn't even a thing 5 years ago and many people were insisting it wouldn't be a thing for ages to come.

五年前视频生成压根不存在，当时一堆人还坚持说这玩意儿很久都不会有。

Making any predictions about AI and where it's going to be in 5 years is basically impossible.

预测AI五年后会到哪儿基本不可能。

But we do know it's advancing fast as fuck and has so far surprised everyone, especially in the local front.

但我们知道它进展快得离谱，到现在已经打脸所有人了，尤其是本地部署这块。

It's better to make predictions more ambitious than conservative in this sector.

在这个领域，做预测宁激进也别保守。

图片: https://i.4cdn.org/g/1785787277587380.jpg

>>109450739

>galaxybrain

图片: https://i.4cdn.org/g/1785787283914911.png

>>109450493

Freckles are sexy

雀斑很性感

>>109450752

are you seriously quoting some retard? you do realize in this context you are the some retard right? saying we're not getting videos in our lifetime was retarded because even in SD 1.5 days we were able to bruteforce videos. The reality is both the image you posted and what you are predicting are completely baseless claims made by someone who is cluelessly ignorant.

你真拿某个傻逼的话当回事？你知道在这儿你自己就是那个傻逼吧？说我们有生之年看不到视频生成，那才是纯傻逼，因为就算在SD 1.5时代我们都能硬怼出视频来。现实是，你贴的那张图和你预测的东西都是完全没根据的瞎扯，出自一个啥都不懂还装懂的人。

>>109450752

That's embarrassing as fuck.

那可真丢人丢到家了。

>>109450724

fix your aspect ratio

修一下你的宽高比

>>109450744

Sucking objects

吸东西

(无正文)

图片: https://i.4cdn.org/g/1785787462113967.png

>>109450752

>quoting random reddit comments like they're facts

>拿reddit上随便的评论当事实引用 ⤶⟧ 最近9小时4个帖子里有啥新进展吗？

fail

any new developments in the last 9 hours and 4 threads?

最近9小时4个帖子有什么新进展吗？

Daaamn, it handles background people really well.

卧槽，它对背景人物的处理真牛。

附件: https://i.4cdn.org/g/1785787501678249.webm

>>109450752

Even the hardware that can run flow logic and do in situ compute is possible in theory and would solve the GPU issue once and for all, it's just a matter of time.

就算能跑流逻辑和原地计算的硬件，理论上也造得出来，能一劳永逸解决GPU问题，只是时间问题。

>>109450788

MiniMax H3 Mem Eff Sage Attention Patch

MiniMax H3显存高效Sage Attention补丁

>>109450797

had a goosey, I can't use latest sage I'm an ampere peasant

我瞧了一眼，我用不了最新的sage，我这位是个ampere低端用户

>>109450793

except the whole complexity is quadratic problem, feel free to calculate the requirements of the mythical one-shot make no mistakes 30 minute video

就是整个复杂度是个二次方问题，你可以随便算算那个“一次成片绝不犯错30分钟视频”的神话需要啥配置

>>109450812

you dont need sage 3?

你不需要sage 3吗？

(无正文)

附件: https://i.4cdn.org/g/1785787713342305.mp4

>>109450797

How do I into sageattention?

我怎么搞sageattention？

easycache leaves in too much artifacts in your gens right?

easycache在你生成的图里留下的伪影太多了，对吧？

>>109450824

pip install sageattention

pip 安装 sageattention

>>109450829

Can I use the comfy flag or do I need the node?

我能不能用comfy那个参数，还是必须用节点？

https://files.catbox.moe/f4qwnh.mp4

附件: https://i.4cdn.org/g/1785787821313336.mp4

>>109450835

comfy uses the best attention it can find on startup, unless you tell it not to

comfy启动时会自动挑它找到的最好的注意力实现，除非你告诉它别这么干

>>109450821

>"look at me, look at me"

>“看我，看我”

>"we are the animators now"

>“我们现在才是动画师”

>>109450824

depends. on windows I think many just install the binaries https://github.com/woct0rdho/SageAttention/releases/ you need the ones for your cuda/torch

>>109450826

I don't use that shitty node.

我不用那破节点。

>>109450797

LINK ?

>>109450826

not as noticeable at high res, and it's not worth using at low res that doesn't take too long anyway

高分辨率下不太明显，而且低分辨率本来也花不了多少时间，不值得用

>>109450849

>[INFO] EasyCache - skipped 7/20 steps (1.54x speedup).

>[INFO] EasyCache - 跳过 7/20 步（1.54倍加速）。

B-But...

>[INFO] EasyCache - skipped 0/20 steps (1.00x speedup).

>[INFO] EasyCache - 跳过 0/20 步（1.00倍加速）。

jej

>>109450854

GIT PULL KJ NODES

I

T

P

U

L

L

K

J

N

O

D

E

S

Damn, I remember wan and ltx refusing to do a somalian muslim broodmother.

靠，我记得wan和ltx当时死活不肯生成索马里穆斯林种母。

附件: https://i.4cdn.org/g/1785788057776126.webm

https://github.com/kijai/ComfyUI-KJNodes

图片: https://i.4cdn.org/g/1785788067999742.jpg

Why are Minmax gens so much fucking slower when you use Scale Image to Total Pixels? I'm only using it because I don't want stretching from the Resolution Selector.

为啥用Scale Image to Total Pixels时Minmax生成会慢得跟屎一样？我用它只是因为不想让Resolution Selector拉伸画面。

https://files.catbox.moe/4xabgo.mp4

图片: https://i.4cdn.org/g/1785788170825913.png

>>109450874

depends on what the megapixels are set to. you did set it around 0.4~0.5 right?

得看你的百万像素设的多少。你设的0.4~0.5左右对吧？

>>109450771

Yes I'm seriously quoting some retard, just like I'm going to quote you in a few years about how things totally aren't happening for years and years.

对，我确实在认真引用某个傻逼的话，就像几年后我也会引用你说“这事儿根本没发生好多年”一样。

SD 1.5 outputting videos is at best a proof of concept, not actual video generation that was usable by any metric and people didn't treat it as such.

SD 1.5出视频最多算个概念验证，根本算不上任何维度上能用的真视频生成，当年也没人把它当回事。

You might as well say that some university was able to put out a generated video in the late 80's so technically this has been a thing for ages.

你还不如说某大学80年代末就能搞出生成视频，所以严格来说这事儿早就存在了。

Vid related was used as an example by the frontier about insanely good video generation and people said it wouldn't be available for local in years because it was so amazing.

那个相关视频当年被前沿圈拿来当逆天视频生成的例子，大家都说这么牛的东西本地化得好几年，因为它实在太炸了。

This was in early 2024 and the hardware requirements for this were pretty damn high.

那是2024年初的事，当时硬件要求高得离谱。

Yet now you can do better on your computer under a minute.

结果现在你在自己电脑上不到一分钟就能做得更好。

You and a lot of other people are severely underestimating the speed of AI progress and have the memory of a goldfish about how things were just few years ago.

你和不少人严重低估了AI发展的速度，而且对几年前啥样跟金鱼似的转头就忘。

>>109450784

It's about the general sentiment and based on those upvotes people agreed with him over the other guy.

关键是整体舆论风向，看那些点赞数就知道大家是站他而不是站另一个人的。

And I do remember what folks were saying about video generation back then. It was considered a total pipe dream and this was a sentiment among a shitload of people.

而且我确实记得当时人们怎么说视频生成的——那被当成彻头彻尾的白日梦，一大票人都这想法。

Same way people have been screeching about robotics not happening for +100 years and look where we are now.

就像一堆人嚷嚷机器人一百多年都搞不出来，再看看现在到哪一步了。

It's always funny that these masses seem to always disappear when those advancements do happen and they pretend they always knew things were just around the corner.

好笑的是，等这些突破真来了，这帮人总是集体消失，还装得好像一直都坚信这事快了似的。

附件: https://i.4cdn.org/g/1785788207228977.webm

yall really need to ask an ai agent to build you a button to update your custom nodes, jfc.

你们真该让AI代理帮你们搞个按钮一键更新自定义节点，我的天。

>>109450824

I THINK you need "v2.2.0-windows.post6" installed and then use the node. But these sageattention fuckers are very fucking confusing as sageattention3 also exists and there is a global flag too that you don't need when using the node.

我觉得你得装“v2.2.0-windows.post6”然后再用节点。但这帮sageattention的家伙真他妈绕，因为还有个sageattention3，而且还有个全局参数，用节点的时候根本不用管它。

>>109450894

allat

附件: https://i.4cdn.org/g/1785788408308231.mp4

forgot to use MSI Afterburner to power limit my GPU and that shit was at 80C.close one

忘了用MSI Afterburner给GPU限功率，结果那玩意儿飙到80度了。差点出事。

>>109450871

nice more Hitler gens plox

好，再多来点希特勒图，谢了。

>>109450934

>>109450821

H3 is definitely the best video model for anime, hands down. I will admit it completely beats WAN/LTX for that.

H3绝对是动漫视频模型的天花板，没得比。我承认它在这一点上完爆WAN/LTX。

>>109450944

I don't let mine go over 71C

我从来不让它超过71度

>>109450844

very dramatic miku noises

非常戏剧化的初音叫声

https://litter.catbox.moe/41rytkxnbbmn4knr.mp4

but yes, thanks to the combined autism and some skilled anons we're creating A R T

但没错，靠着一群宅宅的执着加一些大佬的操作，我们正在创造艺术

附件: https://i.4cdn.org/g/1785788535479129.mp4

>>109450904

>>109450866

I don't have any shortage of vram I just wanna know if it will make my gens faster and not suffer in quality?

我显存不差，就是想知道它能不能让我生成更快而且画质不掉？

https://files.catbox.moe/de7kvc.mp4

testing it on wan2gp

正在wan2gp上测试

图片: https://i.4cdn.org/g/1785788577949125.jpg

>>109450952

Me either. With my 3090 limited to 80% usage, it never goes above 60C. Pic-related is current temp gen'ing with H3

我也是。我的3090限到80%功耗，从来没超过60度。附图就是现在用H3跑图时的温度。

图片: https://i.4cdn.org/g/1785788603762194.jpg

how far can I push the res on a 5070 without the time being insanely long? like .6 and less that 10s?

5070上分辨率能推到多少而时间不会爆炸？比如0.6且10秒以内？

Guys can we remove LTX from the next OP?

兄弟们，能不能把LTX从下一版OP里删了？

>>109450970

don't have a 5070 but going from 0.5 to 0.7 is 2x the time.

我没有5070，但从0.5升到0.7时间翻了一倍。

>>109450946

I have to go to bed. It's been an amazing day. I fucking love h3.

我得去睡了。今天是超棒的一天。我他妈爱死h3了。

附件: https://i.4cdn.org/g/1785788702169485.webm

>>109450944

you can set the undervolt profile as the default one when pc boots up

可以把降压设置设为开机默认方案

>>109450970

Exactly 5 minutes with my 5070ti + 64gb of ram with .mp4 related settings.

用我的5070ti加64GB内存，配上.mp4相关设置，正好5分钟。

Still wish i get rid of the choppyness a little bit though

但还是希望卡顿感能再轻一点

附件: https://i.4cdn.org/g/1785788873772938.mp4

>>109449666

ok nice bait, have a (You)

行吧，鱼饵不错，给你个（You）

is it worth updatng from torch 2.10

从torch 2.10升上去值不值？

last time I did it nuked comfy

上次我升级直接把comfy搞崩了

>>109450964

I was going to try it out as well. Does it not allow you to manually set the resolution and number of frames?

我也正想试试。它不让手动设分辨率和帧数吗？

yeah I need to disable zram and just use normal swap.

对，我得关掉zram改用普通swap。

>>109450894

Okay I'm going to give you the technical breakdown of why you live in fantasyland. Let's assume a 50% more complex model than Minimax H3 since we still have a problem with base gen quality, then give a basic stat sheet of a computer than use that model and even generate a 5 minute clip.

行，我来给你技术拆解一下你为什么活在幻想里。假设有个模型比Minimax H3复杂50%，因为我们基础生成质量还有问题，然后给一套基础配置单，用那个模型甚至能生成5分钟片段。

Option 1:

方案一：

15-second chunks, INT8/FP8, staged loading: 48–64 GB -- 1× 64–80 GB GPU -- Do you have a 6000 Pro? Going to predict they're going to be less than $8000 in 5 years? But in reality you better be planning on a 128 GB of VRAM or more. So will these videos be possible? Sure. But you're going to need a $25,000 computer and there's not a single suggestion that any of these components will be going down in price in the next 5 years and you'll be lucky of a 6090 isn't $5000 and only has 48 GB of VRAM.

15秒分段，INT8/FP8，分阶段加载：48–64 GB -- 1× 64–80 GB GPU -- 你有6000 Pro吗？你预测它五年内会降到8000刀以下？但现实是你最好准备128GB显存起。所以这些视频能实现吗？当然能。但你得配台25000刀的电脑，而且没有任何迹象表明这些配件五年内会降价，6090不卖5000刀且只有48GB显存就算你走运了。

>>109449876

>flux3 is coming

>flux3要来了

flux 3 won't do shit, Minimax can do porn out of the box, how can BFL compete they're too cucked as a company

flux 3屁用没有，Minimax开箱就能搞涩涩，BFL怎么比？他们公司太怂了

>>109450951

seems to me like it's about the best for everything?

在我看来它似乎啥都是最强？

some outputs may be possible on the other models but even then you kind-of didn't have the possibility of as many references and an equally complex prompt to work with.

有些输出其他模型也许能做，但就算能，你也凑不齐那么多参考图和同等复杂度的提示词来用。

>>109451032

that's a very good question but I'm still excited to see

这问题问得好，但我还是很期待看结果

we already won, it'll either be garbage or good for something else

我们早就赢了，它要么是垃圾要么就是为别的东西服务的

>>109450150

The thing is that they advertise 100% speed gains over sage2 on their huggingface. Although that's "kernel" speed. Maybe I'm just memory bandwidth limited.

问题在于他们在huggingface上宣传比sage2快100%。虽然那是“内核”速度。可能我就是卡在显存带宽上了。

(无正文)

图片: https://i.4cdn.org/g/1785789162326464.jpg

>>109451041

I fucking know what's written in those thighs you bastard

我他妈知道你大腿上写的什么，你个混蛋

>>109451032

even if it doesnt do porn im still interested to see how much it knows compared to h3

就算它不做色情内容，我还是想看它跟h3比能多懂多少。

>>109451031

stfu, you can't predict the future, whatever blabber head cannon you have of reality isn't certain

闭嘴吧，你没法预测未来，你脑子里那套胡编乱造的现实观根本靠不住。

>>109451034

can't say for sure yet until we can train the model and make loras for it.

现在还说不准，得等我们训练好模型、给它做loras才行。

>>109450874

Just decrease megapixels.

直接降百万像素就行。

It took me until today to realize the benefit of measuring things in megapixels. Basically: it makes your input resolution irrelevant, so regardless if your input image is 5000x5000 or 1280x720 or 720x1280, you can resize them all to 0.4 megapixels and it'll invent a new resolution that retains their aspect ratio and take the same length of time to generate.

我直到今天才想明白用百万像素衡量的好处。说白了：它让你的输入分辨率变得无所谓，所以不管你输入的图是5000x5000、1280x720还是720x1280，都可以统一缩到0.4百万像素，它会自动生成一个保持宽高比的新分辨率，生成耗时也一样。

Is minimax the new hotness?

minimax现在是新宠了？

>>109450742

>https://litter.catbox.moe/adw5xsxxorwocbkj.mp4

you guys have to stop using littlerbox, the links dies quickly after, I can't see it :(

你们别再用littlerbox了，链接发完没多久就死了，我看不了 :(

>>109451062

Actually I can predict the next 5 years pretty accurately and the trajectory is already pretty obvious. As a reminder SD 1.5 is 4 years old and we have 5 second videos with audio that requires a $2000 computer to realistically run. Your prediction is unrealistic, we'd be extremely lucky to have 30 second videos within the next 5 years and that's not an unrealistic prediction based on the literal facts how attention works.

其实我挺准地能预测出未来五年，趋势已经很明确了。提醒一下，SD 1.5都四岁了，我们现在有5秒带音频的视频，还得花2000刀的电脑才跑得动。你的预测不现实，未来五年内能有30秒视频就算走大运了，这可不是瞎猜，是基于注意力机制怎么运作的实打实的事实。

>tfw got 64gb ddr5 last year for $200

>想起去年花200刀买了64GB ddr5

>looking at all these poor saps who are completely priced out today

>看着现在这帮被价格彻底劝退的可怜虫

图片: https://i.4cdn.org/g/1785789508212732.gif

>>109450872

>MinimaxH3MemoryEffici...

what? he's an employee of ComfyUi now, why can't he just make an official PR if he found some memory optimizations on H3

啥？他现在是ComfyUi的员工了，要是在H3上发现了内存优化，干嘛不直接提交个官方PR？

>>109451097

experimental stuff

实验性质的东西

Can I make 'jakino with minimax?

我能用minimax做'jakino吗？

附件: https://i.4cdn.org/g/1785789578224511.webm

>>109451097

because its experimental and not officially support yet(because it hasn't been tested enough)

因为这是实验性的，还没正式支持（因为测试不够充分）

>>109451031

At this point you're not talking about it being a technical limitation, but rather a financial one.

到这份上，你讲的已经不是技术限制了，而是钱的问题。

25k computer wouldn't even be that bad as far as hobbies go. If you're into photography then chances are you have spent at bare minimum that amount on a single camera body and couple of lenses.

就爱好来说，25000刀的电脑其实也不算离谱。你要是玩摄影，光是机身加几个镜头，最低也差不多这个数了。

Even total normies without hobbies buy cars all the time that cost more than that.

就算完全没爱好的普通人，买车花的钱也经常比这多。

Computer hardware even at current prices isn't that expensive.

就算按现在这个价，电脑硬件也没那么贵。

If you really want to penny pinch to just get a lot of memory, you can right now get yourself 160gb of VRAM for about 5 grand by stacking 5060 Ti's, which would be twice as fast as a DGX Spark so perfectly usable.

要是你真想抠门省钱堆内存，现在叠5060 Ti就能弄到160GB显存，大概五千刀，跑起来比DGX Spark快一倍，完全够用。

>>109450890

kek, animators are dead

kek，动画师要死了

>>109448971

It's fine

还行

>>109450493

Where can I get her lora

哪儿能下到她的lora

附件: https://i.4cdn.org/g/1785789626427298.webm

>>109451097

He said before that he experiments on his own repo before implementing the new fixes that don't conflict with the rest of comfy core later.

他之前说过，他会先在自己的repo上做实验，之后再把那些不跟Comfy核心冲突的新修复合进去。

>>109451109

that was a rough one too. I'm pretty sure If I stop prompting like a tard I can get it to look even better

那张也是难搞。我挺确定要是我不那么蠢地乱写提示词，效果还能更好。

>>109451107

>m that amount on a single camera body and couple of lenses.

>光一个机身加几个镜头就这个数

no lol, this is only the case if you're using insane 10k$ glass, most top tier lenses are ~800-2000$

不，哈哈，那得是用那种宰人的一万刀镜头才可能，顶级镜头大多也就800到2000刀。

I have a 5d mkiv and 5 or 6 L glass lenses and i think the total value is around 12k

我有台5D Mark IV加五六颗L头，加起来差不多一万二刀。

minimax is the first video model that actually make my dick feel something.

minimax 是第一个真能让我有感觉的视频模型。

seems odd that it got her hair wrong

奇怪的是它把她头发搞错了

附件: https://i.4cdn.org/g/1785789730931297.mp4

>>109451095

yeah same I have two of these, I also have to just pray none of my shit breaks down

同感，我也有两台这个，我也只能祈祷别出什么幺蛾子。

图片: https://i.4cdn.org/g/1785789743043154.png

>there was one spartacus sex scene I loved when growing up where a gladiator fucks some slave girl in front of a crowd reacting to it

>小时候有段斯巴达克斯的性爱场面我超爱看，一个角斗士当着人群的面干一个女奴，围观群众还有反应

>scene is sort of ruined by two gay looking dudes in the crowd watching

>这场景被人群里两个看着像基佬的家伙毁了

>now I'll be able to edit the scene with AI to replace them with hot women reacting

>现在我能用 AI 把那段改成围观的是性感美女

what a fucking time to be alive man

活在这个时代真他妈带劲

图片: https://i.4cdn.org/g/1785789746566530.jpg

>>109451107

It is a technical limitation as my description is only for 15 second videos, so you need a $25,000 computer to make 15 second videos (maybe) in 5 years. Go to 30 seconds and the requirements quadruple. 80 GB -> 320 GB. So yes anon, you can technically run a SOTA model like Kimi, if you have a million dollar server cluster and a power grid contract.

这是技术限制，因为我的描述只适用于15秒视频，所以你需要一台25000美元的电脑才能在5年内生成15秒视频（也许）。你搞到30秒，需求就翻四倍。80GB到320GB。所以没错，老哥，理论上你能跑个像Kimi那样的顶级模型，前提是你得有个百万美元的服务器集群和一份电网供电合同。

I really don't understand how dynamic vram works. I always had it disablefd but I let it be on to run H3. 3090 + 64gb ram, 1.1mp @ 13s and I am getting 207s/it. vram is only at 17/24gb used during inference, ram is at 39/64gb usage. I have --disable-pinned-memory --vram-headroom 1 flags set so why isn't it using more vram? How can you even tell what/how much is being offloaded? When I was first genning earlier it was using all my vram, now it's not and idk why. Really annoying how comfy feels like a black box you can't control when the whole point of nodes is to be able to control and tweak everything.

我真搞不懂动态显存是怎么工作的。我一直关掉它，但为了跑H3我让它开着。3090+64GB内存，1.1mp@13秒，我得到207秒/迭代。推理时显存只用了17/24GB，内存用了39/64GB。我设置了--disable-pinned-memory和--vram-headroom 1标志，那为什么不用更多显存？你怎么知道什么被卸载了、卸载了多少？之前我生成的时候它用满了我所有显存，现在又不用了，我搞不懂为啥。真的烦人，Comfy像个黑箱你控制不了，而节点的意义就是让你控制并调校一切。

>>109451129

same, with Wan and LTX you always knew it was an AI video, something was always off, with H3 it can look so natural you wouldn't notice shit if no one told you it was made by an AI model

同感，用Wan和LTX时你总能看出是AI视频，总有不对劲的地方，但H3可以看起来自然到你不知道它是AI生成的，压根注意不到任何破绽。

>>109450890

>>109451109

holy shit how does it do the voices that well

卧槽，它是怎么把声音做得这么好的

Its exactly looks like the golden days of Grok all over again.... But Local.

这简直就是Grok黄金时代的翻版……但本地跑。

Still had its downsides though

不过还是有不尽人意的地方

附件: https://i.4cdn.org/g/1785789845401064.webm

>>109451130

thats just ash cross dressing

那只是小智在女装

>>109451137

>I have --disable-pinned-memory --vram-headroom 1 flags set so why isn't it using more vram?

>我有--disable-pinned-memory --vram-headroom 1标志，那为什么不用更多显存？

same, it's leaving 5gb of headroom even though I only specified for 1, and I'm pretty sure that what I'm rendering is using way more than 19gb of vram, same thing for the ram it doesn't use much of it, that's so weird

同感，它留了5GB余量，尽管我只写了1，而且我确定我在渲染的东西远超19GB显存，内存那边也一样，没怎么用，太奇怪了。

图片: https://i.4cdn.org/g/1785789859820237.png

>>109451134

If in situ compute hardware becomes a thing, you won't be needing a +10k setup to run huge models locally.

如果就地计算硬件成为现实，你就不需要花上万块的设备在本地跑巨型模型了。

>>109451031

>15-second chunks

>15秒片段

how is that a bad thing? old movies were 10-15 second cuts, modern movies are ~5 seconds.

这有啥不好？老片都是10-15秒的剪辑，现代电影大概5秒。

you don't need a continuous 3 hour long shot.

你不需要一个连续三小时的长镜头。

image models are already kino and they run on a fucking toaster. in 5 years a budget gpu will be able to run h3 effortlessly.

图像模型已经很牛了，而且能在破电脑上跑。5年后一块入门显卡就能轻松跑H3。

we are basically at the point now where the only thing holding you back from genning god tier shit is your lack of ability.

基本上我们现在已经到了一个点，唯一阻止你生成神级作品的就是你自己水平不够。

>>109451079

absolutely, it's so damn good. most people didn't even have time or compute to do anything more elaborate yet but it can go this far:

绝对，太他妈牛了。大多数人还没来得及用更多时间和算力做更精细的东西，但它已经能到这个程度了：

https://x.com/aimikoda/status/2083950091409273200

it also is good at basic prompts everyone obviously also will keep doing.

它处理基础提示词也很在行，显然大家也会继续这么用。

and it has fairly extensive knowledge of questionable/nsfw ... more than most other models really

而且它对敏感/NSFW内容的了解相当广……确实比大多数其他模型多得多。

附件: https://i.4cdn.org/g/1785789903544906.mp4

>>109451149

I'm pretty sure if I attach an audio ref on the rtv workflow I can also guide the voice tone and have it be more japanese.

我挺确定，要是在rtv工作流里挂一个音频参考，我也能引导音色，让它更像日语发音。

I know seedance you can get it to sound almost exactly like the character if you have an audio ref. not sure how good this is.

我知道seedance，只要有音频参考，你几乎能让它听起来跟角色一模一样。不过不确定这个效果有多好。

>>109451150

nice

(无正文)

附件: https://i.4cdn.org/g/1785789959568091.webm

it even knows pepe the frog out of the box, amazing

它甚至开箱就认得佩佩蛙，太牛了。 ⟦ 它还天生就认识塞缪尔·杰克逊，我发誓，大家得求着Minimax出个图像模型，那玩意儿会碾压一切，彻底炸场。

>>>/wsg/6207399

https://files.catbox.moe/sbca7n.mp4

it also knows Samuel L Jackson out of tbox, I swear to god people have to beg Minimax to make an image model, it would destroy everything out of the fucking water

它还知道塞缪尔·杰克逊，都不用提示词框，我发誓人们得求着Minimax做个图像模型，那玩意儿能吊打一切，碾压全场。

>>>/wsg/6207387

https://files.catbox.moe/5pq3mm.webm

>>109451152

my workhorse card isn't driving my display and it's still only using 3/4 the capacity

我的主力显卡没在驱动显示器，结果它还是只用了四分之三的容量。

>>109451169

Nice.

So its terms of performance of Gen time its : LTX >>> Minimax >>>>> Wan

所以生成时间性能排名是：LTX >>> Minimax >>>>> Wan。

>>109451162

that's crazy. does that mean it can basically do voice cloning too? I wasnt' aware anyone had cracked elevenlab's chokehold on that area

天哪。那是不是意味着它基本也能做声音克隆？我还不知道有人已经打破了ElevenLabs在那块领域的垄断。

>>109451092

lol, you are not as smart as you think, if you were able to predict the future and project with certain what will happen I bet you would have a very different life. Also your stubbornness to accept that something like that could happen only shows you're a short sighted individual.

哈哈，你没你自己想的那么聪明，要是你真能预测未来、确定地推算会发生什么，我猜你日子会过得完全不一样。而且你死不承认那种事可能发生，只能说明你是个目光短浅的人。

>>109451191

>a turd >>> Diamond >>>>> Gold

>一坨屎 >>> 钻石 >>>>> 黄金

>>109451161

In case you don't want to visit - that's a done with one reference image for the ui, eight (!) more reference images for creatures, and the storyboarded UI including effeects/mouse/creature animation and sound behavior specified by prompt.

免得你不想去翻——那是用一张参考图像做UI、整整八张参考图做生物，加上分镜UI（包括特效、鼠标、生物动画和提示词指定的声音行为）完成的。

>>109451126

Okay let's go with that price range then.

行，那就按这个价位来吧。 ⟦ 一台相机机身加那些镜头的钱，你能买到两张5090、64GB内存，外加组装整机需要的其他一切。

You could get 2x5090 along with 64gb of ram and everything else needed for a rig for the price of a single camera body and those lenses.

这个价格能买两台5090显卡加64GB内存，外加整套装机配件，却只够买一台相机机身配那些镜头。

Yet if you suggest that someone buys even a single 5090 at current prices, then they have to be some kind of a richfag as this is completely unattainable by normies, which is absolute bullshit.

可要是谁建议别人按现在的价格买哪怕一张5090，那他肯定是个土豪蠢货，因为这对普通人来说完全够不着，简直是扯淡。

The point is that PC hardware is still extremely affordable. People just think it's not because it's been piss cheap thus far.

重点是PC硬件其实还是极其实惠的。大家只是觉得不便宜，因为之前一直便宜得跟白送似的。

Nope, I REFUSE to upgrade for this. Not until this has a great booru fork

不，我坚决不为此升级。除非这玩意儿有个像样的booru分支版本。

>>109451169

finally something on /ldg/ makes me horny

终于，/ldg/上有点东西让我来劲儿了。

>>109451199

Different life? What the fuck is the supposed to mean? Don't project your poorfag status on me. As a reminder, rich people still care about money, only trustfund babies spending daddy's money look at $25,000 like it's nothing.

不一样的人生？你他妈什么意思？别拿你那穷逼身份往我身上套。提醒你一句，有钱人在乎钱，只有花爹钱的小开才会把两万五美金当空气。

MICKEY AND GANDALF VS PAIN

附件: https://i.4cdn.org/g/1785790270464764.webm

Is there some trick to get h3 to better maintain facial features for i2v? i'm just using default settings on the default workflow, with some minor changes to time and resolution.

有没有什么技巧能让h3更好地保持i2v的面部特征？我就用默认流程的默认设置，稍微改了点和分辨率。

i never hype stuff up or post much here because you guys all suck

我从来不在这儿吹东西或发帖，因为你们这帮人都烂透了。

but h3 is good. i could goon on my first gen try, and I never goon on ai slop

但h3是真的行。我第一次生成就爽到了，而我从来不对AI垃圾货色动心。

>>109451227

Ask an LLM to help you write a proper prompt, the video will come out better.

找个LLM帮你写个像样的提示词，视频效果会好得多。

>>109451227

>Disney is suing them for this btw.

>顺便说，迪士尼正在为这事起诉他们。

>>109451210

yeah i agree, i have 2x 3090s in this rig and it's pretty serviceable for everything AI that isn't coding

同意，我这台机器上装了两张3090，除了写代码以外，所有AI相关的活儿都挺能打的

>>109451242

if they want to use an IP they don't own then they should just buy the parent company, it's how business is done

要是想用一个不归自己所有的IP，那就直接把母公司买下来，生意就是这么做的

>>109451232

>you guys all suck

>你们这群人都是废物

and yet you can't stop lurking in there, curious

可你丫还不是老在这儿潜水，挺好奇的嘛

How can I prevent my pc from going full retard when a model is 1gb larger than my vram?

模型比我的显存大1GB的时候，怎么才能让电脑不彻底犯傻？

>>109451259

--vram-headroom 1

--vram 净空 1

>>109451214

is that still feasible for video models?

这个对视频模型还管用吗？

and does training a video model on 2d hentai really work?

还有，拿2D二次元图去训练视频模型真的靠谱吗？

What is the longest video we can gen with a 3090 using H3?

用3090跑H3，最长能生成多长的视频？

>>109451224

>He immediately went to the money route

>他第一反应就是砸钱

ngmi

>>109451263

huh, thanks. it's not mentioned in https://docs.comfy.org/development/comfyui-server/startup-flags

>it knows George Costanza out of the box

>它天生就认识George Costanza

>it knows how to render him in the same exact 3d style as the input image

>它还能按输入图片的3D风格把他渲染出来，一模一样

I fucking kneel, China can invade Taiwan for all I care, they deserved it

我彻底服了，中国要打台湾都行，他们活该

>>>/wsg/6207411

https://files.catbox.moe/tu82a7.mp4

图片: https://i.4cdn.org/g/1785790629544915.png

>>109451267

Well they better figure it out or I'm staying on my 2070S forever

他们最好赶紧搞定，不然我就永远抱着我的2070S不撒手了

>>109451214

>video

>booru

of all the retarded things you could have said

那么多傻话不说，你偏挑这句

>>109451196

not same anon just comment on the side: elevenlab's chokehold was gone already with like... vibevoice omnivoice and at least 2 other models I don't remember right now

不是同一个匿名用户，就是顺嘴提一句：elevenlab的垄断早就不存在了，像vibevoice、omnivoice，还有另外至少两个我现在想不起名字的模型

and someone had managed to hack ltx for audio somehow to also be really powerful at audio IIRC

而且我记得有人还黑进了ltx，把音频功能也弄得很猛

but h3 model is good at audio OOTB. maybe not SOTA, the other models may already pull off something difficult like "Stardenburdenhardenbart" in various accents and voices and have slightly better inflection etc. ... but still really good OOTB.

但H3这模型音频开箱即用就很强。可能不算顶尖，别的模型说不定已经能拿下像"Stardenburdenhardenbart"这种硬核东西，还能配不同口音和嗓音，语调也更细腻一点……不过开箱即用已经相当牛了

and usually it has a much less weird choice of music/sound effects etc. than ltx too.

而且它选音乐和音效啥的，通常也不像ltx那么怪

>>109451224

you don't need 25k worth of hardware to gen slop, unless you are doing a lot of training you don't really need that much hardware.

你不需要两万五美金的设备来生成垃圾玩意儿，除非你天天搞训练，不然真用不着那么多硬件

>>109451276

Oh sorry, you're not just projecting poor but you're projecting your depression as well. Anon, not all of us want to kill ourselves, that should be obvious. I can't imagine what kind of pathetic creature turns a "videos aren't going to advance that much in 5 years" into "you must wish you have a different life". My guess with your dream of videos it's a confession of your own desire for escapism.

哦抱歉，你不光在显摆自己穷，还在显摆你的抑郁。匿名兄，不是每个人都想自杀的，这该是明摆着的事吧。我想象不出什么样可悲的东西能把"视频五年内不会有多大进步"解读成"你一定希望自己过另一种生活"。我看你对视频的梦想，更像是暴露了自己想逃避现实的欲望

>>109451278

a shame about the voice

可惜了这声音

>>109451291

thanks, i hadn't looked at that since they dropped the free weekend when everyone went nuts kek

谢了，自从他们推出免费周末、大家全疯了一样之后，我就没再看过那玩意儿了 kek

>>109451308

yeah the begining was accurate, then it didn't

是啊开头挺准的，后面就不行了

图片: https://i.4cdn.org/g/1785790882385473.png

>>109451287

Frontier video models can capture the artstyle from an image. When local gets to that point, you have your booru video models

前沿视频模型能捕捉图片里的艺术风格。等本地模型也到这个程度，你就有booru视频模型了

(无正文)

附件: https://i.4cdn.org/g/1785790906208101.mp4

>>109451323

they often cheat with this, googling in real time to get a bunch of related images to your character or artist, it works, but it's hacky and limited

它们经常作弊，实时联网搜一堆跟你角色或画师相关的图片，确实管用，但很粗糙而且有限制

>>109451278

btw I don't recommand EasyCache, yeah it's 2x faster but it destroys the audio quality

顺便提一嘴，我不推荐EasyCache，速度是快了两倍，但音频质量直接废了

https://files.catbox.moe/hubx2r.mp4

how would you describe the music in homers land of chocolate fantasy from the simpsons, I want that kind of carefree melody but I have no music theory whatsoever

我怎么说《辛普森一家》里荷马那片巧克力幻想乡的音乐呢，我就是想要那种无忧无虑的旋律，可我完全不懂乐理

Apparently dynamic vram isn't enabled by default on wsl you need to use the --enable-dynamic-vram switch

看起来 WSL 上动态显存默认没开，你得加个 --enable-dynamic-vram 开关才行

>>109449543

hi guys, noob here. my GPU is nowhere near good enough to run H3, so i'd like to try it from an API provider. I saw that H3 is on openrouter at 13 cents per second which is fine by me, but what app/harness should i use to connect to my openrouter key?

大家好，纯小白一个。我这显卡跑 H3 根本不够格，所以想试试用 API 服务商来跑。看到 OpenRouter 上 H3 是每秒 13 美分，这价格我能接受，但该用啥应用/框架来对接我的 OpenRouter key 呢？

i see a lot of people using comfyUI in this thread, i don't know anything about it but it sounds like a local-only setup. would it be possible to use comfyUI and connect it to an openrouter key?

看这帖子里好多人用 ComfyUI，我完全不懂这是啥，但听着像是纯本地部署的东西。有没有可能用 ComfyUI 然后连上 OpenRouter key 来跑？

>>109451161

Ok Chang

行，小张

图片: https://i.4cdn.org/g/1785791041345341.png

>>109451330

nothing prevents local from doing this

本地干这事没什么限制

>>109451338

not just audio but video too

不止音频，视频也能搞

>>109451330

You don't have to do this, Image Edit models can trivially predict other angles and contexts. We really are already at the point.

没必要非得这么干，图像编辑模型预测其他角度和场景那是轻而易举。我们其实早就到这一步了。

>>109451343

it's a local thread, APIcucks aren't allowed, get a job nigga and buy a better gpu

这是本地跑法的帖子，API 狗不得入内，找个班上吧老铁，攒钱买块好显卡去

https://files.catbox.moe/g7p40v.mp4

图片: https://i.4cdn.org/g/1785791115768545.png

>>109451351

holy crap is that an ad?!? on fricking twitter?

卧槽那是广告？！在推特上？

>>109451360

no bully pls, my 1660 super has been with me through the good times and bad

别喷了求求，我这 1660 Super 陪我风里雨里走过来了

图片: https://i.4cdn.org/g/1785791205352910.png

Ok I added 8Gb swap to my system. hopefully now it doesn't hardlock.

行，我给自己系统加了 8GB 交换空间，希望这下不会直接死机了。

>>109451343

yeah, comfyui does indeed support remote inference using remote nodes in your workflow

对的，ComfyUI 确实支持在工作流里用远程节点做远程推理

what program are you all using for minimax? i haven't been into local diffusion since stablediffusion 1.5 days

你们都用啥程序玩 minimax？我从 Stable Diffusion 1.5 那阵子就没碰过本地扩散了

the OP was not useful in trying to figure out what people use for video gen, kind of an endless maze of outdated links

楼主这帖子根本没帮上忙，想搞明白大家用啥做视频生成，结果是一堆过时链接绕来绕去

>>109451397

>what program are you all using for minimax?

>你们都用啥程序玩 minimax？

ComfyUi, it supports any models

ComfyUI，啥模型都能跑

>>109451397

grok studio

好的，我已经准备好翻译您的论坛帖子。请提供需要翻译的内容。

>>109451394

thanks, i'll give it a shot

谢了，我去试试

>>109451403

agh i hate that overcomplicated node stuff

唉，我特别烦那套复杂得要死的节点操作

>>109451397

everyone kinda stabilized onto comfyui

大家基本都定型用 ComfyUI 了

>>109451397

wan2gp of course

当然是 wan2gp

>>109450340

Codex fixed all my shit for me, SAAS fixing local

Codex 把我那些破问题全修好了，SaaS 反而来修本地的东西，这世道

Your old runtime had three major H3 memory optimizations disabled:

你旧运行环境有三项关键的 H3 内存优化没启用：

Torch 2.5 was too old for DynamicVRAM.

Torch 2.5 太旧，不支持 DynamicVRAM。

CUDA 12.4 disabled Comfy Kitchen’s native H3 quantized kernels.

CUDA 12.4 让 Comfy Kitchen 的原生 H3 量化内核没法用。

H3 consequently loaded approximately 20 GB onto a 24 GB GPU, leaving almost no sampling workspace before the server crashed.

结果 H3 在 24GB 显卡上硬塞了将近 20GB，采样时几乎没剩啥工作空间，服务器直接崩了。

I upgraded the complete matched stack:

我把整套配套环境都升级了：

Torch 2.10.0+cu130

火炬2.10.0+cu130

Triton-Windows 3.6.0.post26

SageAttention 2.2.0+cu130torch2.10

SageAttention 2.2.0 加 cu130 torch2.10 版本

bitsandbytes 0.49.2

位和字节 0.49.2

Comfy Kitchen 0.2.26

舒适的厨房 0.2.26

The fresh startup now confirms:

重新启动后现在确认：

DynamicVRAM support detected and enabled

DynamicVRAM 已检测到并启用

Comfy Kitchen CUDA backend: disabled: False

Comfy Kitchen CUDA 后端：已禁用：False

Native convrot_w4a4_linear and int8_linear available

原生 convrot_w4a4_linear 和 int8_linear 可用

LoRA Optimizer: Triton=True

LoRA 优化器：Triton=True

SageAttention and bitsandbytes GPU kernel tests passed

SageAttention 和 bitsandbytes 的 GPU 内核测试通过

ComfyUI is running at port 8189 with 22.72 GB initially free

ComfyUI 运行在 8189 端口，初始可用显存 22.72 GB

>>109451397

>>109451411

>agh i hate that overcomplicated node stuff

>唉，我特别烦那套复杂得要死的节点操作

You can try wan2gp.

你可以试试 wan2gp。

>>109451411

the thing with comfyui is that it's highly customizable, so if you're an elegant guy you can make the workflow simple and elegant, if you're a schizo you can make a schizo workflow kek

ComfyUI 这玩意儿好在高度可定制，你要是讲究人就能把工作流整得简洁优雅，你要是神经病就能整出一套神经病工作流，哈哈

>>109451411

now all you do is simply click the template and type in the prompt. theres zero fiddling with the workflow

现在你只需要点模板输提示词，工作流完全不用折腾。

>>109451201

LTX still can do well [spoiler]for porn[/spoiler] if you prompt properly

LTX提示词写好的话，[spoiler]黄片[/spoiler]也能出不错的活儿。

>>109451411

Consider yourself filtered

你已经被过滤了，认命吧。

>>109451411

They've got a ready-made workflow. You don't have to do any fiddling with the nodes yourself.

人家给你备好了现成工作流，节点根本不用自己调。

>>109450340

>I am constantly ooming

>我一直在冲

go for the magical flags: --disable-pinned-memory --vram-headroom 1

上神奇参数：--disable-pinned-memory --vram-headroom 1

>>109451361

I accept your concession wumao

我接受你的认输，五毛。

>>109451427

I deleted LTX

我把LTX删了。

>>109451351

what's the issue? just crediting who figured this out before me and the prompt is also there.

有啥问题？就是给先搞明白的人记个功，提示词也摆那儿了。

Someone bake b4 the schizo does.

趁那疯子发作前，谁来赶紧烤一炉。

It's so good at anime, damn

做动漫太屌了，卧槽。

https://files.catbox.moe/ms8w8m.mp4

i made kino but im too embarrassed to show you guys because it has my irl face in the gen

我整了个神作，但不好意思发出来，因为生成图里有我真人脸。

>>109451434

Have you tried 10eros 1.4 with DMD ? That stuff magical bro.

你试过10eros 1.4配DMD吗？哥们，那玩意儿跟魔法一样。 ┐ 别慌，有个anon已经把自己鸡巴塞进生成图里了。

>>109451453

Don't worry, anon made a gen with his dick it in.

别担心，匿名老哥是用小弟弟做的图片呢。

>>109451450

anime like that is 100x easier than realistic video so i'm not surprised

这种动漫比真人视频简单一百倍，所以我不惊讶。

>>109451458

eros is making a h3 finetune, sulphur is doing one also

eros正在搞h3微调，sulphur那边也在弄一个。

>>109451416

why didn't it use torch 2.13? i suppose if it works it works

怎么没用torch 2.13？反正能用就行呗。

>>109451433

out of curiosity, could you explain the problem with a company doing sponsorships? is this just a chang bad problem when local models do it, or was it a problem when bytedance did it with shartdance?

出于好奇，你能说说公司搞赞助有啥问题吗？是本地模型搞这个就成了chang bad的锅，还是bytedance搞shartdance时也有这毛病？

https://files.catbox.moe/q53qvk.mp4

hard to believe this is with no loras, what a time to be alive

很难相信这没挂lora，活在这个时代真爽。

Yeah H3 is impressive as fuck, it can handle all kinds of things including consistency with camera switching in a single scene. RTX 4090, 96gb RAM. A 10 second video takes about 4 minutes, it's slow, but the results are really impressive. The internet is fucked.

是啊，H3牛逼炸了，啥都能处理，包括单场景里相机切换的一致性。RTX 4090，96GB内存。10秒视频大概要4分钟，慢是慢点，但效果真惊艳。这互联网要完。

附件: https://i.4cdn.org/g/1785791793631860.webm

>>109451450

Im really not fan of the choppy animation. It seems i cant remove it no matter what i do

我真受不了这卡顿动画。不管我怎么调都去不掉。

>>109451458

>Have you tried 10eros 1.4 with DMD ?

>你试过10eros 1.4配DMD吗？

I did, and it makes so much errors, H3 is better out of the box lmao

试了，错得离谱，H3开箱即用比它强，笑死。

>>109451476

>Im really not fan of the choppy animation

>我真受不了这卡顿动画

that's how old animes look like zoom zoom :d

老番就这味儿，zoom zoom :d

>>109451484

It good for making sloppa but not for porn

做烂活儿行，做黄片不行。

>>109451488

*incorrect loud buzzer* >>109451474

*错误提示音巨响* >>109451474

Where's the turbo model/lora?

turbo模型/lora啥时候出？

>>109450493

when are we getting fulldive vr sexo already

啥时候才能有全沉浸VR性爱啊

>>109451489

ANIME porn

动漫黄片

>>109450504

even reflection is somewhat accurate, good physics, pretty impressive

连倒影都挺准，物理效果也好，真牛逼。

>>109451496

use case?

使用场景？

>>109451496

I don't get it, even animated hentais (I'm talking about real ones, with actual episodes like Mankitsu Happening have the classical anime chopped like animation, you got too much used by rule34 video slop anon

我不懂，就连正经动画里那种hentai（我是说真番剧，像Mankitsu Happening那种带实际剧集的）都带着经典日式卡顿动画味儿，你丫是被rule34视频烂活惯坏了吧。

>>109451411

use wan2gp and make sure you install sage attention 2

用wan2gp，记得装sage attention 2。

https://github.com/deepbeepmeep/Wan2GP

图片: https://i.4cdn.org/g/1785792065175650.jpg

is it worth setting steps higher for going longer tunes than the default 20 for 2s on workflow, or does it make no difference

把步数调高、跑比工作流默认那个2秒20步更长的片段值不值？还是没区别？

>>109451476

to me that just looked realistic for an old anime

对我来说那看着就像老番的真实质感。

maybe it's still controllable via prompt? idk something like "animated at 30fps" or "smoth digital animation with retro look" or something? maybe it works if you supply a smoother video reference AND the image as character/style reference?

也许还是能靠提示词控制？不知道，比如写"animated at 30fps"或"smooth digital animation with retro look"之类？也许你提供个更顺滑的视频参考，再加上图片当角色/风格参考，就能行？

you'll figure it out eventually.

你迟早会搞明白的。

>>109451507

this is a really good troll, I wonder how many are going to fall for it

这钓鱼钓得真不错，我好奇有多少人会中招

>>109451505

Yeah perhaps. But the choppyness is too choppy. They trained too much on OPM S3 animation

可能吧。但画面太生硬了，生硬得离谱。他们拿《一拳超人》第三季的动画训练过头了

Seeing recent posts on r/stablediffusion and some of the video gens here, I'm pretty sure we are entering full AI retard/autistic slop flood era, the amount of unfunny, uninspired, copyrighted crap that I'm seeing, just wait until normies start generating their own videos

看看 r/stablediffusion 和这边几个视频生成器的最新帖，我确定我们正在进入全面 AI 智障/自闭症垃圾洪流时代，那些不好笑、没灵感、还带版权的破玩意儿越来越多，等普通大众开始自己生成视频的时候再说吧

>>109450894

its because those people are cancer and always have been, they should always be told to shut the fuck up and then ignored.

因为那帮人就是毒瘤，从来都是，就该让他们闭嘴然后无视他们

does h3 work on AniStudio?

h3 模型能用在 AniStudio 上吗？

Is there a new thread up yet? I got some insane kinos to post.

新帖子开了没？我手里有几段超神的片子想发

>>109451537

kek

>>109451176

man we are already eating good now, in a few years local vidgen is gonna be crazy.

兄弟，我们现在已经吃得挺好了，再过几年本地视频生成得疯成什么样

>>109451529

You've never been on sora huh?

你从来没上过 Sora 吧？

>>109451526

>They trained too much on OPM S3 animation

>他们拿《一拳超人》第三季的动画训练过头了

good, that's real anime

挺好，那才是真·动漫

>>109451475

not with that low ass resolution. this model needs to be optimized further to allows to us to generate 720p sharp videos without huge generation wait times.

就这分辨率不行。这模型还得优化，才能让我们生成清晰 720p 视频，不用等那么久

>>109451529

>I'm pretty sure we are entering full AI retard/autistic slop flood era, the amount of unfunny, uninspired, copyrighted crap that I'm seeing, just wait until normies start generating their own videos

>我确定我们正在进入全面 AI 智障/自闭症垃圾洪流时代，那些不好笑、没灵感、还带版权的破玩意儿越来越多，等普通大众开始自己生成视频的时候再说吧

You're just realizing how uncreative the average person is.

你才意识到普通人的创造力有多匮乏啊

alright i guess 10 secs is too much

行吧，10 秒看来是太多了

图片: https://i.4cdn.org/g/1785792269006003.png

>>109451476

just use some other models to make it 120fps, that's how old anime looks

用别的模型补帧到 120fps 就行了，老动画就那感觉

can i run it at lower fps? i'd rather do that, interpolate later and save on gen times

我能用低帧率跑吗？我宁愿这样，后面再插帧，省生成时间

hopefully we can control the FPS soon like with LTX.

希望能像 LTX 那样很快能自己控制帧率

>>109451291

fish audio can be ran locally and is decent now. You can even give it emotional context tags in the text.

fish audio 现在能本地跑了，效果还凑合。你甚至能在文本里给它加情绪标签

>>109451572

you'll get more morphing and temporal errors if you go for lower fps, and the interpolation won't fix that

你降帧率会换来更多形变和时间伪影，插帧也救不回来

>it perfectly nails undressing that took me 20 tries in LTX 2.3

>它完美搞定脱衣，这事儿我在 LTX 2.3 里试了 20 次才行

>100% uncensored nipples and perfect gigantic tit shapes

>100% 无码乳头和完美巨乳造型 ﹚ 我操。所以我现在得搞清楚，为什么两条工作流之间它慢得跟屎一样

holy. fuck. now i just need to figure out why it's so fucking SLOW between two different workflows.

草。他妈。现在我得搞清楚为什么两个不同的工作流之间这么他妈慢。

>>109451597

Does going for higher FPS have the opposite effect?

拉高帧率会有反效果吗？

>>109451572

Not yet

还没有

>>109451529

>anon learns about the strugeon law

>匿名网友学到了斯特金定律

you're late

你来得太晚了 ﹚ 我怀念以前啥事都没有的安静日子

https://en.wikipedia.org/wiki/Sturgeon%27s_law

图片: https://i.4cdn.org/g/1785792532809278.png

>last frame - twin towers blowing up

>最后一帧——双子塔爆炸

get creative

动动脑子

>>109451597

If it's anything like LTX, you can compensate with resolution.

如果跟 LTX 差不多的话，可以用分辨率来补偿

It was kind of this simple formula:

大概是这么个简单公式：

>Quality = Resolution * FPS

>质量 = 分辨率 × 帧率

>>109451606

of course, the more informations the model gets, the better, it's like going for more steps

当然，模型拿到的信息越多越好，跟多跑几步一样

So how good is the minimax the reference to video model?

那 minimax 作为视频模型参照来说有多强？

does it keep the likeness of the character?

它能保持角色的外貌特征吗？

>>109451529

this already exists, normgroids have been generating slop content for months now. the top tiktok account is some veo3 ai video slop called "fruit love island". there are ai video trends all the time, like socrates and the skeleton.

这早就有了，普通废宅们已经产垃圾内容好几个月了。TikTok 头号账号就是某个叫"水果恋爱岛"的 veo3 AI 视频垃圾。AI 视频潮流一波接一波，比如苏格拉底和骷髅那种

anon was right about localkeks living in a caveman bubble >>109024062

那个匿名说得对，本地玩家就是活在原始人泡泡里 >>109024062

>>109451615

the thing is that the fps increases your rendering time linearly, and the resolution increases your rendering time quadratically, so it's better to go for higher fps it's faster

关键点在于，帧率是线性增加渲染时间的，而分辨率是平方级增加，所以优先追求高帧率反而更快。

>>109451610

i was gonna do first frame no last with a bigfoot witnessing 9/11 gen from the sdxl days but now that i know it can do really good nsfw i'm gonna be spending all week on that, sorry.

我本来打算用SDXL时代的老模型生成一张“大脚怪目睹911”的首帧不尾帧图，但现在知道它能做出超棒的NSFW后，我这周全得耗在这上面了，抱歉。

>>109451397

anistudio

https://files.catbox.moe/ojq208.mp4

附件: https://i.4cdn.org/g/1785792750183619.mp4

>>109451622

>does it keep the likeness of the character?

>它能保持角色的相似度吗？

it does it perfectly >>>/wsg/6207428

完美保持 >>>/wsg/6207428

>>109451624

and yet you choose to cohabitate with the "cavemen" because they are the people who are actually doing interesting shit with the technology.

可你还选择跟那些“穴居人”住一起，因为他们是真正在用这技术搞点有意思东西的人。

chat

>>109451529

how is that new...?

这有什么新奇的……？

HOWEVER if anything this uncensored video model will make the absolute flood of bad content contain more good content.

不过话虽如此，这个无审查的视频模型就算让烂内容泛滥，里面也会掺着更多好内容。

>>109451604

>why it's so fucking SLOW between two different workflows.

>为什么在两个不同工作流之间它慢得跟屎一样？

maybe because the second run overflows your vram card, try those flags >>109451431

可能是因为第二次运行爆了你的显存，试试这些参数 >>109451431

>>109451642

pretty funny

挺逗的

inb4 some based autist starts converting anime from an ugly artstyle into a better artstyle like >>109451450

等着吧，肯定有哪个执着的技术宅会把烂画风的动漫转成更好看的画风，像 >>109451450 那样。

anyone got that old ass alien pushups video comparison?

有人还有那个老掉牙的外星人俯卧撑视频对比吗？

>>109451706

yep

https://www.reddit.com/r/StableDiffusion/comments/1j518zc/wan_vs_hunyuan/

going from 10sec to 15sec doubles the inference time :(((

从10秒加到15秒，推理时间直接翻倍了 :(((

>>109451539

Everyone is busy gooning wiyh H3

大伙儿都在忙着跟H3冲呢

(无正文)

图片: https://i.4cdn.org/g/1785793250937629.jpg

>>109451666

it's more like a chance to peer back in time and watch the tribe discover fire.

这更像是穿越回过去，围观原始部落发现火种的瞬间。

damn. I got a real banger cooking I can feel it from the preview.

靠，我感觉手头这个能成爆款，光看预览就感觉到那股劲了。

is anyone else having issues adding the "load video" node to the ref section in the r2v workflow?

有人遇到在r2v工作流的ref栏里添加“load video”节点出问题的情况吗？ ┐ 提前跟我的小兄弟说声再见，我可能好几天不睡了。

图片: https://i.4cdn.org/g/1785793290468934.png

https://files.catbox.moe/2x7nx8.mp4

rip in advance to my own penis, I might not sleep for days

提前为我自己的小兄弟默哀，我可能几天都睡不了觉了。

>>109451397

comfyui portable + kjnodes and this specific torch/sage/triton stack (call from your embedded python directory within comyfui portable):

comfyui便携版 + kjnodes，配这套特定的torch/sage/triton组合（从comfyui便携版里的嵌入式Python目录调用）：

python.exe -m pip uninstall -y torch torchvision torchaudio && python.exe -m pip uninstall sageattention -y && python.exe -m pip cache purge

python.exe -m pip uninstall -y torch torchvision torchaudio && python.exe -m pip uninstall sageattention -y && python.exe -m pip 缓存清除

python.exe -m pip install torch==2.9.1 torchvision==0.24.1 torchaudio==2.9.1 --index-url https://download.pytorch.org/whl/cu130

python.exe -m pip install https://github.com/woct0rdho/SageAttention/releases/download/v2.2.0-windows.post5/sageattention-2.2.0+cu130torch2.9.1.post5-cp310-abi3-win_amd64.whl

python.exe -m pip install -U "triton-windows==3.5.1.post23"

and launch args are --disable-api-nodes --use-sage-attention --fast

启动参数是 --disable-api-nodes --use-sage-attention --fast

图片: https://i.4cdn.org/g/1785793314351686.jpg

(无正文)

附件: https://i.4cdn.org/g/1785793347572695.webm

>>109451752

i have a 5090, is that stack optimal for it?

我有张5090，这套配置对它来说是最优解吗？

>>109451539

you can share your kinos here in the meanwhile >>>/wsg/6198872

你可以先把你的kinos发到这边来 >>>/wsg/6198872

>>109451762

yeah i have a blackwell too

我也有块Blackwell

>>109451609

it is my opinion that better AI tool changes that percentage for the better somewhat regardless

我的观点是，更好的AI工具无论如何都会把那个百分比往好的方向拉一拉。

people with a plan in their genre will be able to realize virtually any idea and if there's ANY quality filter whatsoever that of course then helps.

在自己类型里有规划的人几乎能实现任何想法，只要有任何质量筛选存在，那当然就更有利了。

>>109451580

haven't tried it lately. that's one more model then.

最近没试过。那这下又多一个模型了。

附件: https://i.4cdn.org/g/1785793404809054.mp4

>>109451744

>discover fire

>发现火种

a lot of people are discovering fire with that model, even APIkeks were using inferior models like Veo or Grok

好多人都在用那个模型发现火种，连API那帮废物都在用Veo或Grok这种次品货。

>>109451760

He needs that cybertruck shaped chest.

他需要那种赛博皮卡形状的胸肌。

>>109451744

ironic considering api cucks are still looking for a magic workflow that lets them gen a consistent ai influencer.

讽刺的是，API那帮龟孙还在找什么魔法工作流，想生成一个前后一致的AI网红。

api is like giving your little brother a controller that isn't plugged in. he is mashing away on those buttons thinking he is playing the game.

API就像给你弟弟一个没插线的手柄，他还在那儿狂按按钮，自以为在玩游戏呢。

>>109451746

I hate when the preview is looking nice but then the actual video turns out shit

我讨厌预览看起来挺好但实际视频出来一坨屎的感觉

https://files.catbox.moe/chgbf1.mp4

>Finally got H3 downloaded and working on a clean install

>终于把H3下载好并在干净安装上跑通了

>Better Wan level gens in 80 seconds at 0.4 mp on a 5090

>在5090上0.4mp、80秒生成比Wan更高质量的图

> Didn't even use sage attention and KJ nodes

>甚至没用sage attention和KJ节点

Wow. Holy sit. Based kijaigod.

卧槽。我艹。kijaigod太顶了。

图片: https://i.4cdn.org/g/1785793550456793.jpg

/wsg/ is gonna need a /lvg/ thread. I'm not posting my local kinos next to cloudcuck shit.

/wsg/得开个/lvg/帖子了。我可不想把我本地生成的片子跟那些云端脑洞玩意放一起发。

(无正文)

附件: https://i.4cdn.org/g/1785793627267732.mp4

>>109451787

that voice is pretty darn good

那声音真挺不错的

>>109451781

yet he's still winning, what does that say about the one who's "plugged in"?

可他还在赢，这对那个自诩"入局"的人说明了什么？

https://files.catbox.moe/89zxb1.mp4

图片: https://i.4cdn.org/g/1785793702720726.png

>>109451762

not to the limit, but do you have time and space to switch to linux and use an even newer torch? it will probably be a bit faster yet.

不是极限，但你有时间和空间换到Linux用更新的torch吗？可能还能再快一点。

>>109451800

maybe just start one. i think what you can make now is good enough that it's not just relevant to two anons but many? then why shouldn't it be a bread... or so i think

也许直接开一个就行。我觉得你现在能做出来的东西已经够好了，不只是对两个anon有用，而是对很多人有用？那为啥不整个面包帖呢...至少我是这么想的

(无正文)

附件: https://i.4cdn.org/g/1785793848599547.mp4

>>109451820

yeah man, lil bro is crushing it.

是啊兄弟，小老弟干得漂亮。

gonna try the int8 text encoder. I suspect nvfp4 is hurting the gen quality. specially for text rendering.

打算试试int8文本编码器。我怀疑nvfp4影响了生成质量，尤其是文字渲染。

wtf, minimax potential is insane. bye ltxkek, flux3kek

卧槽，minimax潜力太猛了。ltxkek和flux3kek再见吧

图片: https://i.4cdn.org/g/1785793987083640.png

using the reference workflow minimax

用的reference工作流的minimax

how is this prompt given that I have 2 images of different resolution and aspect ratio.

我有两张分辨率和宽高比不同的图，这个提示词怎么给？

My character reference image is 9:16.

我的角色参考图是9:16的。

Can I choose any aspect ratio for the resulted video?

生成视频的宽高比我能不能随便选？

"The naked woman is embarrassed as she walks between the people inside crowded subway cart from 2 the 2nd referenced image. Keep her face likeness"

"裸女在拥挤的地铁车厢里穿行于人群之间，她感到尴尬，画面参考第二张参考图。保持她的面部特征"

>>109451823

The first 5 seconds should have voodoo people playing instead.

前五秒应该换成伏都教的人在演奏。

>>109451752

Won't the new node work by itself without adding --use-sage-attention or Patch Sage Attention KJ?

新节点不是应该自己就能跑吗，不需要加--use-sage-attention或者Patch Sage Attention KJ？

>>109451863

I feel like the dynamic vram memory managment system is good enough now so that I should run every model on int8 even models that are bigger than my GPU, the speed decrease from offloading isn't even close on superceeding the 2x speed increase you get by using int8 over other quants

我觉得现在动态显存管理已经够好了，我应该把所有模型都跑int8，哪怕模型比我的GPU还大，卸载带来的速度损失远比不上int8相对其他量化带来的2倍加速

>>109451871

Still need Flux 3 to give me Klein 2 of a reasonable size, since we won't have any other new small-ish editing models it seems.

还是需要Flux 3给我一个合理大小的Klein 2，因为我们看起来不会有其他新的小尺寸编辑模型了。

minimax truly is Sora 2 "at home"

minimax真是"穷版"Sora 2

>>109451908

it's like having an api model, but good.

就像有个API模型，但更好用。

crazy things are happening right now.

现在真是疯狂时刻。

(无正文)

附件: https://i.4cdn.org/g/1785794369559462.mp4

>>109451908

it's only weakness is the speed, but that can be solved, the future is bright anon, so fucking bright

唯一缺点就是速度，但这能解决，未来一片光明啊anon，亮瞎眼的光明

图片: https://i.4cdn.org/g/1785794399556793.png

https://files.catbox.moe/w4gls9.mp4

>>109451932

Bros i got it down to 2 minutes on a 3080

兄弟们我在3080上把它压到2分钟了

Yeah i think we're making it with this one

对，我觉得这次我们能成

i dont get it. all the gens posted here look like shit. why so excited?

我不懂。这里发的生成结果看起来都像屎。为啥这么兴奋？

>>109451958

turn on your monitor

把显示器打开

glad i upgraded to 128gb of ddr5 ram. holy shit.

庆幸自己升级到128GB DDR5内存了。卧槽。

图片: https://i.4cdn.org/g/1785794627716112.jpg

(无正文)

图片: https://i.4cdn.org/g/1785794679640913.png

>>109451958

>t. jealous vramlet who can't run H3

>t. 一个跑不了H3的显存屌丝嫉妒发言

>>109451803

kek based, i love videos of anime girls getting beaten up

kek 太顶了，我就爱看动漫女被打的视频

>>109451958

because they're base gens at like 480p

因为那些是基础生成，大概480p

when the upscaler workflows hit life will never be the same again

等升采样工作流出炉后，生活将彻底改变

>>109451952

>Bros i got it down to 2 minutes on a 3080

>兄弟们我在3080上把它压到2分钟了

Tell me your secrets please

求求你告诉我秘诀

>>109451958

those who eat shit discovered they could eat rocks

吃过屎的人发现自己还能吃石头

>>109451803

did you prompt for the tit jiggle or did it do that on its own?

你提示词里写了乳摇还是它自己动的？

any michael jackson kinos?

有迈克尔·杰克逊的片子吗？

>>109451940

it's just surprising it can do this without a lora lol

就是惊讶它能不靠lora做到这程度哈哈

>>109451803

I might cave and finally stat doing animations

我可能要投降了，终于开始搞动画

is 16 vram/64 ram enough

16显存/64内存够用吗

>>109451529

you can do copyright shit with Wan or LTX seeing as the source image is the copyright and the audio can even be lifted from whatever copyright it has.

用Wan或LTX可以搞版权内容，因为源图本身就是版权物，音频甚至能从任何版权作品里直接提取

>>109451990

and poorfags like you who eat shit still eat shit because they can't eat rocks kek

像你这种吃屎的穷逼还是继续吃屎，因为吃不了石头，Kek

>>109452024

yeah, ~2m gens for 5s of video

是滴，5秒视频大概要2百万次生成

https://files.catbox.moe/ynk8s5.mp4

>>109451998

H3 seems to have innate jiggle understanding.

H3好像天生就懂乳摇物理

>>109452032

Wait until you find out how long a single frame takes to do by hand. Can you believe people used to spend 8 hours on a single frame? They made literal movies that are more than 60 minutes long this way.

等你发现手绘一帧要多久就知道了。你能信以前的人一帧画8小时吗？他们就这么做出超过60分钟的电影的。

holy molly!

我操！

nsfw

used reference minimax

用了reference minimax

used 2 references

用了两个参考图

https://files.catbox.moe/pedoa3.mp4

>>109451789

>sage attention KJ nodes on

>开了sage attention KJ节点

> Saved ~20seconds on 0.4mp 5 sec for 5090

>5090上0.4MP 5秒的活省了约20秒

I'll fucking take it.

那就太好了。

图片: https://i.4cdn.org/g/1785795293365695.png

>>109451989

So far im using bobs int8 loader from int8-fast and sage attention

目前我用bobs的int8加载器配int8-fast和sage attention

Finishes a 0.4 gen in 2mins or so on 10gb vram and 32gb ram

10GB显存加32GB内存，0.4生成大概2分钟搞定

Thats literally it

就这玩意

>>109452075

图片: https://i.4cdn.org/g/1785795321744763.png

kino time

神片时间到了

图片: https://i.4cdn.org/g/1785795362724053.png

>>109452077

>>sage attention KJ nodes on

>>开了sage attention KJ节点

is there a difference between KJ node and going for the --use-sage-attention flag?

KJ节点和直接用--use-sage-attention启动参数有区别吗？

>>109452075

>used 2 references

>用了两个参考图

the naked woman and the place?

裸女和地点？

Can you also do vid2vid edits? Like if i wanted to change >>109451803 to be different, could i just save the mp4 and throw a prompt at it?

还能做vid2vid编辑吗？比如我想改>>109451803这个，直接存个mp4扔个提示词就行？

>>109451803

>>109451803

holy shit I just realized I can probably do ryona with this since it's local, thanks anon,

卧槽我刚意识到这是本地的，我大概能搞ryona了，谢了anon

图片: https://i.4cdn.org/g/1785795488500267.jpg

>>109452115

>Can you also do vid2vid edits?

>还能做vid2vid编辑吗？

I think yes, you can use a vid reference and tell it to change something, or use a reference image to replace the character from the original video

我觉得可以，你能用视频参考让它改点东西，或者用参考图替换原视频里的角色

>>109452115

yeah

>>109452115

with prompts yeah I think so, the conventional way is half denoise using the encoded video as the latent

配合提示词应该行，常规做法是用编码后的视频当潜在变量，半降噪处理

>>109451803

prompt?

>>109452081

>int8-fast and sage attention

>int8-fast和sage attention

Thanks for the response bro. Do you have to patch sage attention using a node or do you just use the --use-sage-attention switch on startup?

谢了兄弟。sage attention得用节点打补丁还是直接启动时开--use-sage-attention就行？ Ŗ⟧ 靠，我得装comfyui和这个然后配好来实验

>>109452106

yup

>>109452126

>>109452125

>>109452124

shit i have to install comfyui and this and get it setup for experimenting

操，我得装ComfyUI和其他东西，搭好环境来搞实验。

thanks anons

谢了anon们

did anyone make an int8 version yet?

有人做出int8版本没？

>>109452128

I use the kijai node patch

我用的kijai节点补丁

Imagine Wan or LTX trying something like this kek

想想Wan或LTX想搞这种画面，笑死

https://files.catbox.moe/3cvtnh.mp4

>>109452151

yeah

For minimax image2prompt, if you use another model like Qwen3.5 to describe the image (takes +8 seconds on my PC with Qwen3.5-4B-Uncensored-HauhauCS-Aggressive-BF16.gguf), then feed that description into the prompt for the video, then you don't need to manually write a prompt for it.

对于minimax的image2prompt，如果你用别的模型比如Qwen3.5来描述图像（我PC上用Qwen3.5-4B-Uncensored-HauhauCS-Aggressive-BF16.gguf要8秒多），然后把描述喂进视频提示词，那就完全不用手写提示了。

This means you can run this it on a giant folder of images while you're sleeping, without needing to write anything.

这意味着你可以睡觉时对一大文件夹的图批量跑，啥都不用写。

>>109451752

Isn't 0.3 threshold a bit too much?

0.3阈值会不会太高了？

>>109452127

She swing her axe while a first person view of another's person sword collide with her axe at extremely high speed with spark, then another person's armored hand goes into frame and punch her in the face with his fist and blood splatters from her nose, she gets knocked back, she fell over sideways onto the ground, blood on her nose, with purple bruise on her face she close her eyes and fall asleep.

她挥动斧头，第一人称视角中另一人的剑以极速撞上斧刃，火花四溅，随后一只戴甲的手伸入画面，一拳砸在她脸上，血从她鼻子里喷出来，她被击退，侧身摔倒在地，鼻子上血淋淋的，脸上带着淤青，她闭上眼睛睡着了。

>Previously on wan22

>前情回顾：wan22

附件: https://i.4cdn.org/g/1785795769616809.webm

>>109452151

the int8 version was already here at the very begining

int8版本从一开始就在那里了

https://huggingface.co/Comfy-Org/MiniMax-H3/tree/main/diffusion_models

>>109452165

thanks anon, what did you use to make the reference pic? looks great.

谢了anon，你用什么做的参考图？看起来很棒。

>>109452168

oh

>>109452164

it is, it kills the audio quality for me

确实，它把我的音频质量毁了

>without Easycache

>不用Easycache

https://files.catbox.moe/tu82a7.mp4

>with Easycache (threshold 0.3)

>用Easycache（阈值0.3）

https://files.catbox.moe/hubx2r.mp4

>>109452095

I don't think ComfyUI has sage attention native support for H3 yet, so sage patch by KJ is needed.

我觉得ComfyUI对H3还没有原生支持sage attention，所以得用KJ的sage patch。

图片: https://i.4cdn.org/g/1785795860349406.jpg

>>109451932

No Speedup lora.

没有加速Lora。

No Optimized workflow.

没有优化工作流。

Its gonna get quicker

以后会更快

>>109452168

int8 reduces quality by like 70%, right?

int8质量降了大概70%，对吧？

>>109452185

not even close, the quality is Q8 like, because it's not regular int8, it's int8 convrot

差远了，质量跟Q8差不多，因为这不是普通int8，是int8 convrot

https://github.com/BobJohnson24/ComfyUI-INT8-Fast/blob/main/Metrics.md

图片: https://i.4cdn.org/g/1785795982869625.png

What resolution are you guys using? My first gen attempt at 0.4 took only 2.5 minutes to gen so I was surprised, but it was pretty melty. Using sage attention and eff mem patch thingy only for now.

你们用多少分辨率？我第一次试0.4，2.5分钟就出一张，挺惊讶，但糊得很。目前只用sage attention和eff mem patch那玩意儿。

>>109452176

do you have to remove the sageattention flag to use those custom nodes?

用那些自定义节点得把sageattention标志去掉吗？

>>109452198

oh, I'm not sure what those numbers mean but I'll take your word for it

哦，我不太懂那些数字啥意思，但我信你

>>109448999

This is impressive, what's the workflow for replacements?

太牛了，替换的工作流是啥？

>>109452173

Custom Lora from WaiIllustriousNSFW v1.2 or something, I forget.

自定义Lora，用的WaiIllustriousNSFW v1.2还是啥的，我忘了。

>>109452202

i find the quality gets progressively better the higher resolution you go, i did a gen at 2 megapixels and it was amazing quality but took like 20 minutes on a 5090 for 5 seconds

我觉得分辨率越高质量越好，我跑过一张2百万像素的，质量炸裂，但5秒视频在5090上跑了20分钟

>>109452208

just look at the stars, it means that int8 convrot is the winner on all those metrics, it's in the same quality range as Q8 or even better sometimes

看那些星号就行，意思是int8 convrot在所有指标上都是赢家，质量在Q8区间甚至有时候更好

>>109451411

Then maybe you should just climb into coffin. You can literally have an ai do all of it for you through to generating a video, then hold your stupid hand and tell you how everything works. Are you 90 years or something? Just use the technology gramps.

那你干脆爬进棺材得了。你完全可以让人工智能全包了，从生成到出视频，然后还得握着你的蠢手一步步告诉你咋回事。你是90岁还是咋的？直接用科技啊大爷。

>>109452205

You need it on.

你得开着它

this takes so many gigabytes to download!

这要下载几十GB啊！

>>>/gif/30988428

/gif/ is 1000x funnier than you retards jfc that's embarrassing

/gif/ 比你们这群傻逼好笑一千倍，老天爷，真丢人

(无正文)

附件: https://i.4cdn.org/g/1785796287092901.mp4

>>109452202

i think for widescreen images you need slightly higher megapixels. widescreen images have a lot of wasted space and less image height for a detailed human figure.

我觉得宽屏图像得稍微更高百万像素。宽屏浪费很多空间，图像高度不够，人形细节就差。

>>109452241

its just porn, its not really funny

这就是色情而已，没什么好笑的

>page 7

>第7页

i'm ready to concede to a schizo bake

我准备认输，服了那个精神分裂式烘焙

>>109452244

here is a less gay one for you

给你一个不那么基佬的

>https://files.catbox.moe/kxatsc.mp4

>>109452032

At what resolution?

什么分辨率？

FRESH

>>109452295

>>109452295

>>109452295

>>109452295

What's the best setup for a 2x4090 rig?

双4090配置的最佳方案是啥？

nah waiting for real bake

不，等真正的烘焙（渲染完成）。

nyo~

>>109449928

Lol you are but a child.

哈哈，你不过是个小孩。

>>109452310

i wouldn't mind the schizo bakes if he just put a fucking video collage in, how hard is it to run the script that's literally spoonfed to us

我倒是无所谓他那些精神分裂式烘焙，只要他搞个视频拼贴进去就行，跑那个脚本有多难，明明都喂到嘴边了

>>109452157

i thought it was going to be her flying towards a white man kek

我以为她要飞向一个白人男呢，哈哈

>>109452165

>that prompt grammar (or lack thereof)

>那提示词语法（或者说没有语法）

is that actually ideal?

那样真的最优吗？

>>109452321

He's a troll. He doesn't care he just wants to make anon upset, that's it desu.

他就是个钓鱼的。根本不在乎什么，只想惹毛坛友而已，就这点事，desu。

>>109452330

i don't frequent this general constantly, usually join for the fun when new models release, but i remember he used to do this months ago, has he been just doing this every day? what kind of life is that lmao

我不常驻这个串，一般新模型发布时才来凑热闹，但我记得他几个月前就这么干了，他是不是天天都这样？这什么日子啊，笑死

that's a funny gif though

不过那个gif挺搞笑的

>>109452321

>video collage

>视频拼贴

are you aware of what website you're posting on?

你知道自己在什么网站发帖吗？

New fetish unlocked lol

解锁新癖好了哈哈哈

https://files.catbox.moe/4svjre.mp4

>>109452344

>broken file

>损坏的文件

:(

>>109452342

are you aware what general you're posting on?

你知道自己在什么串发帖吗？

usually someone rushes to bake right at 300 posts. guess people were too busy playing with h3 to care

平时一般到300楼就有人急着抢着烤面包了。估计大家都忙着玩h3没空管这事

i hate catbox so much can we find a non shit tier video host

我太恨catbox了，能不能换个不拉胯的视频托管

图片: https://i.4cdn.org/g/1785797007733300.png

>>109452165

wtf this shit is crazy

卧槽这玩意儿太离谱了

附件: https://i.4cdn.org/g/1785797053124792.webm

>>109452341

>what kind of life is that lmao

>这什么日子啊，笑死

his own personal hell

他自己的私人地狱

its pretty sad really

说实话挺可悲的

>>109452344

>>109452362

>>109452353

catbox is unrealiable, so I posted my stuff here

catbox不靠谱，所以我发这儿了

>>>/wsg/6207464

meh.. it almost got it right

嗯……差一点就对了

附件: https://i.4cdn.org/g/1785797363416501.mp4

has problems with spread legs and full on pussy generating

生成叉开腿和全露下面有问题

Is Forge still a thing? I liked the UI much better than Comfy and most of the others.

Forge还有人用吗？我挺喜欢它的UI的，比Comfy和大多数其他工具强

jannies are worthless. too busy gooning together in discord

版主屁用没有。全忙着在discord里一起冲呢

>>109452329

I wrote it in a way that the wan22 responds to in a time line of events. They don't actually fall asleep now, do they. Hey, it werks.

我把它写成了一个事件时间线的样子，让wan22去回应。它们现在其实不会真睡着，对吧。嘿，反正能跑就行。

>>109452442

yep

https://github.com/Haoming02/sd-webui-forge-classic/issues/1380

>>109452442

it is but it doesn't keep up

还在用，但跟不上更新了

halp

图片: https://i.4cdn.org/g/1785797797092354.png

>>109452512

cant help you, sorry megamind

帮不了你，抱歉，大聪明

>>109452512

how'd you get that pic of me

你怎么搞到我那张照片的

>>109452484

>>109452487

I take it it doesn't run that new video stuff?

我猜它跑不了那个新的视频功能吧？

>>109452512

Use video combine node from VideoSuite custom nodes.

用VideoSuite自定义节点里的video combine节点。

图片: https://i.4cdn.org/g/1785798383816573.jpg

is it this? I change this to Video and it'll work?

是这个吗？我改成Video就能用了？

图片: https://i.4cdn.org/g/1785798385432907.jpg