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This board is for the discussion of technology and related topics.

Reminder that instigating OR participating in flame/brand wars will result in a ban.
Tech support threads should be posted to >>>/wsr/
Cryptocurrency discussion belongs on >>>/biz/

To use the Code tag, book-end your body of code with: [code] and [/code]

The /g/ Wiki: https://igwiki.lyci.de/
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>>
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It has begun edition

Resources
>we don't use AI in our design or production
https://mass-driver.com/article/from-human-hands
>Speculative Growth and the AI "Bubble" [pdf]
https://economics.mit.edu/sites/default/files/2026-07/speculative_growth_AI_public.pdf
>Generative AI Is an Engineering Disaster
https://www.theatlantic.com/technology/2026/07/generative-ai-engineering-disaster/687901/
>WSJ: The AI Backlash Has Tech Executives Fearing for Their Lives
https://www.wsj.com/us-news/the-ai-backlash-has-tech-executives-fearing-for-their-lives-30c43972
>Americans are angry about data centers. Politicians are feeling the pressure
https://www.reuters.com/world/us/americans-are-angry-about-data-centers-politicians-are-feeling-pressure-2026-07-16/
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>>
>>109293056
the hype is driven by execs who think they'll be able to drastically cut payroll with it and buy another megayacht on the stock gainz
>>
>>109289077
Based, let's do this.
>>
>>109289077
is there "No AI used" seal of approval that is actually managed by some trusted authority?
seems like no-brainer thing to do to
>>
>>109293102
reality isn't a fictional Star Trek utopia
>>
Cattle has been conditioned to listen and believe professional propagandists and they love it.
AI is a tool that allows even more efficient propaganda with cute cat videos as a bonus.
Calling you people a minority is insulting number wise to actual minorities.

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

Previous: >>109291542

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
https://huggingface.co/models
https://huggingbay.xyz

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>>
>>109295140
Then you are the blind, wooden eye.
>>
>>109295147
No, anon does have a point tho
>>
>>109295153
Yes, you are also a retard.
>>
>>109295194
That's very rude
>>
>>109295203
Rude but accurate.

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/lmg/ - a general dedicated to the discussion and development of local language models.

Previous threads: >>109290366 & >>109285956

►News
>(07/15) Kimi K3 weights to be released by July 27th: https://mp.weixin.qq.com/s/V4xhEIy8xDXSMDPrPkmUAQ
>(07/15) Lightning indexer CUDA implementation merged: https://github.com/ggml-org/llama.cpp/pull/25545
>(07/15) Inkling 975B-A41B released: https://thinkingmachines.ai/news/introducing-inkling
>(07/15) PapersRAG-1.5B released: https://hf.co/metaresearch/PapersRAG-1.5B
>(07/14) Download more VRAM: https://github.com/lmganon16/nvidia-vram-research

►News Archive: https://rentry.org/lmg-news-archive
►Glossary: https://rentry.org/lmg-glossary
►Links: https://rentry.org/LocalModelsLinks
►Official /lmg/ card: https://files.catbox.moe/cbclyf.png

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>>
>>109295179
I've been running it all night on some complicated real life DE work, it's somewhere around Opus 4.8, not worse, not better. Nowhere Fable level, but it was expected.
>>
>>109295201
Ahh the Chinese shills are here. I'll just wait for 2 weeks and wait until the US hours and they will be mostly gone.
>>
Holy shit this thread stinks of gutter oil. Calm the fuck down you spamming chinks.
>>
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Imagine if China actually do care about dangerous frontier AI being available in other countries, and Beijing allows K3 because they know K3 (knowledge cutoff early 2026) isn't actually the most advanced models in China.
>>
https://www.youtube.com/watch?v=LEnYkEIOhIY&t=21s
https://www.youtube.com/watch?v=xPcZ0w3ouo8&t=2236s
https://www.youtube.com/watch?v=QNITiP1ubpw
https://www.youtube.com/watch?v=QfCpRTLSOB4

So yea, literally everyone is showing off the same.

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picrel is what I use.
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>>109291975
Your BRAIN notices flicker at and above 1500Hz, even if you don't consciously notice anything.
>>
i dont really know anything about lightbulbs, but this is what chatGPT says:

"The biggest upgrade I made was ignoring “watt equivalent” and shopping by lumens, color temperature, and CRI instead. I use 2700K high-CRI bulbs for bedrooms and living rooms, 3000–4000K for work areas, and avoid cheap bulbs with visible flicker because they can make a room feel subtly unpleasant even when you can’t explain why."
>>
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>>109266484
>>109290828
>2w bulbs
>driven at 8%
>just enough light to not trip over stuff on the way to get a glass of water
>>
>>109294556
>driven at 8%
?
>>
>>109281941
>You're not getting a flicker-free switched mode PSU though
The power supply works at 40+ kHz (PWM dimmers generally a lot lower, but we're talking about power supplies). You are not seeing that shit.

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Hotline bling edition

previous: >>109216556

READ THE (temp)WIKI! & help by contributing:
https://igwiki.lyci.de/wiki/Home_server

/hsg/ is about learning and expanding your horizons. Know all about NAS? Learn virtualization. Spun up some VMs? Learn about networking by standing up a OPNsense/PFsense box and configuring some VLANs. There's always more to learn and chances to grow. Think you’re god-tier already? Setup OpenStack and report back.

>What software should I run?
Install Gentoo. Or whatever flavor of *nix is best for the job or most comfy for you. Jellyfin/Emby/Plex to replace Netflix, Nextcloud to replace Googlel, Ampache/Navidrome to replace Spotify, the list goes on. Look at the awesome self-hosted list and ask.

>Why should I have a home server?
De-botnet your life. Learn something new. Serving applications to yourself, your family, and your frens feels good. Put your tech skills to good use for yourself and those close to you. Store their data with proper availability redundancy and backups and serve it back to them with a /comfy/ easy to use interface.


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>>
>>109294913
I can't find a HDD rack for my minipop silent. Can you help me please?
>>
>>109294741
Squid cache has configurable mem cache and disk cache. Not sure in opnsense though if it's an exposed setting.
>>
>>109294937
ah, squid doesnt cache https content unless you decrypt, not gonna deal with that, I'm watching zenarmor videos to see if it's worthwhile to me
>>
>>109294950
If it's just for you it's not too difficult to add a local CA to trusted. If it's for every device in a house it gets a bit more painful
>>
>>109294030
israel
i'm currently using the infrastructure of the isp im using
the 5 gigabit is using a shared infrastructure among isps built by an isp that does offer routers for it
but if i switch to that ISP i would be behind a CGNAT

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>UPGRADE & BUILD ADVICE
Post build list or current specs: https://pcpartpicker.com/
Provide specific use cases
State BUDGET and COUNTRY or you will NOT be helped

>CASE
mATX: AP201, Lian Li A3, O11 Air Mini, XT M3, CH260
ATX: XT PRO (ULTRA), AIR 903 Base/MAX, Lancool 217, Flux Pro, Meshify 3, 4000D FRAME, X50
Dual Chamber: Y60/70, O11 Vision, Antec C8

>CPU
Gaming: 250K, 14600K, 7/9600X, 7/9800X3D
-Budget: 225F, 7500F, 12600K
Workstation: 270K, 9950X3D
*Avoid Asrock motherboards on AM5

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>>
intel will only be relevant again when they drop ecores two generations from now, that's the reality
both intel and amd are going to have amazing last gen ddr5 machines, zen 7 and hammer lake are going to be really good ddr5 machines probably run at 9600mt/s at that point and on 1.4nm, it's going to be the time to upgrade, in 2029
>>
>>109295155
>not having hyperthreading is very significant
How so?
>>
>>109295158
meant for >>109292070
>>
>>109295171
you need 50 cores and 500 watts to win multithreading because of not having hyperthreading
>>
>>109294568
>>109294862
>>109295170
Please show on the doll where E-cores touched you.

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You can't even tighten the timings as they are already pushed to the max performance out of the box. Good luck trusting your system and stability to memory thats been beyond cooked and comes pre nuked from the factory.

kek
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>>
>>109286071
>I got exactly what I paid for and I can't just magically get double the performance by tinker trannying with bios settings
>LE BAD PRODUCT
kek
obvious memory cartel propaganda
>>
>>109295082
Nawh cuh, having to steal and then boast like you're something special is peak N tier behavior.

You changs really need to learn to apply yourselves like your two superior neighbors, Korea and Japan.
>>
>>109295177
Weak. Sorry you're so upset
>>
>>109295184
What? You don't agree that Korea and Japan are your superiors? Why are you always stealing from them then?

Try to answer without sounding mad.
>>
>>109295192
>>109294960

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oooo
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>>
>>109295098
LLMs are still so fucking useful as a stack overflow / documentation replacement. But that's where my use case ends.
Recently had to learn Lua for Neovim plugin scripting and it was such a breeze
>How are objects, arrays, assignments, comparisons and instructions delimited?
>Do I have ternaries?
>Here's the lib I want to implement and its docs, please find the following methods and explain their return types
SUPREMELY useful for that but I rather implement it myself
>>
The whole debate follows the same dumb issues as every other argument these days.
>Us vs Them mentality
>Tribalistic sides
>Nuance takes lost in the whirlwind
It's a useful tool, AND it's underwhelming. It will likely get better and better, but is also not anywhere near being some world changing tech.
And he is 100% right. Most people haven't used the tools because people who aren't develops just fucking havent lol. Agentic workflows are just not useful for the vast majority of non-developer roles right now.
>>
>>109295152
on point anon
>>
>>109295102
I am actually a coder. But I've seen similar retarded argument about drawing/art. Why the fuck would someone waste ~10 years of learning to draw almost every day for a couple of hours when they can use AI now? Same goes for code. Unless you actively enjoy the process of learning (instead of aiming for results), not using AI makes no sense. The process of learning to code/draw IS a waste of time for someone not interested in coding if they want to make a mod for a game and just need the results like >>109292582 guy for example.

Absolute most of people will take the path of least resistance no matter how angry it makes the twitter activists. Get real.
>>
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>>109292514
Why is this crap so big news? Wtf?
It's just a very normal take. Like there is literally nothing special about Linus' take

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https://www.youtube.com/watch?v=a_my1_xyPM0

Very impressive
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>>
>>109280359
>Or just Microsoft's own hubris?
Microsoft exclusive feature, you can use it on with C
>>
>>109291631
they're the same thing, reactos and wine share a lot of code for obvious reasons
>>
>>109294149
>That will never happen because Linux has no stable ABI thanks to Linus' autism, unlike Microsoft devs who designed everything "as if" from the start.
The Linux userspace ABI issues aren't because of Linus and the kernel, but because of the glibc and all the other userspace libraries not having a stable ABI to save its life. Ironically the GNU part of GNU/Linux is doing all the damage. And I hope you're not conflating userspace ABI with the kernel driver ABI, which yes it could be more stable but Linux wasn't really designed to have 3rd parties make drivers and NOT merge then in the kernel and nobody(not even nvidia) seem to care that much.
>>
>>109294683
>Linux wasn't really designed to have 3rd parties make drivers and NOT merge then in the kernel
Which is dumb, because Linus and the rest of the devs expecting everyone to open source their drivers, especially big name companies, was just too naive.
At least Microsoft devs knew damn well we don't live in an ideal world and just set the guidelines about what a Windows drive should be and let everyone do their business.
And yeah, bad third-party drivers actually used to fuck up your system if they were bad enough, but those things got more or less sorted out by the times of Vista.
>>
>>109294149
People are constantly touting Windows as having stable ABI and shit, but quite a lot of old software, especially games, have stopped working on newer versions of Windows. That doesn't sound very stable to me.

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Assembly edition
previous: >>109255588
What are you working on, /g/?
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>>
>>109294865
It's one faggot ruining the thread, really the problem is that many users have left as they'd otherwise drown him out
>>
If one faggot is enough, then this general never deserved to exist in the first place. Simple as.
>>
>>109294865
>/osg/
Funny enough, my regex filter specifically for that thread works perfectly for this one as well.
I'm assuming he's just a stowaway tranny FROM there.
>>
Rn the task is to build a service that initializes the CSI camera on my polarfire soc.
I must admit, this web shit kinda fucked with me. Building a go microservice is kinda comfy. Much more comfy than building this shit in C
I am sorry
>>
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I think this is the most powerful piece of assembly I have every written.

Were so back Violentmonkey bro's. it's beta right now

https://violentmonkey.github.io/
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>>
>>109286770
firefox can't even into Teams video calls.
what a shit browser lmao
>>
my desktop cookie expired just before the mv3 update so i'm free from having to figure out a new userscript manager and soon i'll be free from 4chan completely
>>
>>109292320
>>109292172
I am a boomer, it's very convenient.
I am back to Brave. Firefox is weird.
>>
Violentmonkey for MV3 is out of Beta now
https://github.com/violentmonkey/violentmonkey/releases
>>
>>109288997
>They could at least have a popup saying you have to do this
You get such a popup when you install the extension. You might have dismissed it without reading it.

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Previous: >>109256648
NEW: https://huggingface.co/circlestone-labs/Anima
Anima1.0 is out

>UIs
ComfyUI:https://github.com/comfyanonymous/ComfyUI
SwarmUI:https://github.com/mcmonkeyprojects/SwarmUI
KritaAI: https://github.com/Acly/krita-ai-diffusion
Forge Classic/Neo: https://github.com/Haoming02/sd-webui-forge-classic

>How to generate anime:
image : https://rentry.org/comfyui_guide_1girl
video: https://rentry.org/wan22ldgguide

>Style Explorers

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>>
>>109295120
It's a feature of A1111/forge. You can also have it in comfy with this:
https://github.com/asagi4/comfyui-prompt-control
>>
>>109260361
More spooky please.
>>
im tired of every artist tag looking like shit with anima on my machine
>>
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>>
>>109295172
you and me both man... i think i've found a total of 5 out of hundreds that i like

File deleted.
Summer fun edition

>Not sure what private trackers are all about?
A private tracker is an invite-only torrent website. Each member shares common goals: collecting, preserving and discussing media.

>Have a question?
- FAQ https://archive.is/UVQkn
- WIKI https://igwiki.lyci.de/wiki/Private_trackers
- NEWFAG PYRAMID https://trackerpathways.org/
- STUDY https://www.cambridge.org/core/services/aop-cambridge-core/content/view/2F379FE0CB50DF502F0075119FD3E060
- SPREADSHEET https://hdvinnie.github.io/Private-Trackers-Spreadsheet/
- TEN CURRY COMMANDMENTS https://pastebin.com/raw/dBbdE73M
- TEN NEON COMMANDMENTS https://pastebin.com/raw/Ud2pGYaE
- RED SPAMMER'S BIBLE https://rentry.org/69zbxh4h
- #ptg is on irc.sageru.org but it's pretty dead

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>>
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>>109291652
prolly gonna delete Exiled Heavy Knight, I can't handle GoHands camera, shit almost gives me motion sickness
>>
>>109294989
I imagine you'd have better luck on soulseek for such things desu. I can have a look around if you want to let me know the name?
>>
>>109291652
Stay on topic, weeb. Next time, you will be reported for posting your faggy weeb trash in here
>>
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Only emasculated man babbys watch tranime. It's for Japanese kids. Healthy adult males have PTP KG TIK CG HDB accounts
>>
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>>109295157
I know it's bait but here

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A general for vibe coding, agentic engineering, coding agents, AI IDEs, browser builders, and shipping code with LLMs.

## What “vibe coding” is, and how to do it
https://simonwillison.net/2025/Mar/19/vibe-coding/
https://simonwillison.net/2025/Mar/11/using-llms-for-code/

## News
- (2026-07-16) Kimi K3.

## Related generals
>>>/g/lmg/
>>>/bant/agdg/ — schizo-resistant temporary (?) hideout
>>>/vg/agdg/
>>>/vg/aicg/
>>>/g/aicg/

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>>
>>109295089
kek
>>
>>109295089
Maybe their backend is failing? I've been running it since the connection stabilized, and everything is smooth so far. But AI just refusing to think is hella funny
>>
>>109295037
She wants you to push deeper
>>
>>109295110
Nah, Kimi just lobotomized itself because it was getting so frustrated at the problems I was having.
>>
How much did Kimi pay jeets to astrosurf their piece of shit?


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