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STOP MAKING FUN OF VIBE CODERS
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>>
>>107608019
>That is literally the worse time to vibe. It will generate an architecture and code that you won't understand and will be a huge pain to maintain
have you tried
you know
studying the fucking code

users being retarded doesn't mean the tool is bad. otherwise go on /diy/ and start shitting on basic tools because tradies are dumb thirdies
>>
>>107611567
Less diversity in competition skill gaps means the plebs will get standardized around dogshit median of income yeah
>>
>>107611382
I will now pay for opus and vibe code the next google.
Thanks Mr. AI anon!
>>
>>107611588
This implies that there's no skill gaps in ones ability to run these new tools, which is decidedly not true
>>
>>107611604
A vibe coder bringing results he understands or can learn quickly is still a bad culture fit in a bitter sweaty tryhard collective, which you still need in the workplace to get core things done

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>the weird AI dash thing is because indians love using the dash
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>>107609289
If you use em dashes unironically you're a pedantic dipshit or an LLM-hugging jeet. In either case your opinion should be discarded.
>>
>>107609458
>the world didn't exist before chatgpt
Hello gen alpha, welcome to 4chan
>>
>>107609054
>>107609163
>>107609289
if u rite ur wrds like a FAGOT mchine u deserve 2 fkn die
>>
>>107609429
Oi I asked if u british luv
>>
>>107608887
You say that Indians love to read books and scientific journals, where those dashes are prevalent?

You just expose yourself as a midwit if you are angry at the em dash.

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

Previous threads: >>107595736 & >>107588615

►News
>(12/17) Introducing Meta Segment Anything Model Audio: https://ai.meta.com/samaudio
>(12/16) GLM4V vision encoder support merged: https://github.com/ggml-org/llama.cpp/pull/18042
>(12/15) Chatterbox-Turbo 350M released: https://huggingface.co/ResembleAI/chatterbox-turbo
>(12/15) Nemotron 3 Nano released: https://hf.co/blog/nvidia/nemotron-3-nano-efficient-open-intelligent-models
>(12/15) llama.cpp automation for memory allocation: https://github.com/ggml-org/llama.cpp/discussions/18049

►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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>>107611212
You do realize the costs involved aren't the same, right?
>>
>>107608757
The big models are shit too. Ones that aren't you can count on one hand. They fundamentally despise RP as a use. Interest could be some hoster putting the open models up for users on API too.
>>
>>107611375
>whats wrong with global attention?
Sliding window attention doesn't actually forget tokens from outside the window. In deeper layers information from older tokens outside the sliding window get mixed in. You get longer term memory for free with the same context/kv cache, also there is no sudden phase change where your context gets close to the original pre-trained GA context size.

Properly trained SWA is to GA, what quantisation aware pre-training is to post training quantisation.

Of course SWA needs to be recurrently trained on long sequences (like transformer XL). I suspect Google does it for all their closed source models (XL was their research) and finds it hilarious open source models just keep copy pasting the old snippet training.
>>107611389
GA is pretty much the same cost as SWA for training complexity, there's just a lot of software to copy paste for snippet based training.
>>
>>107611538
Training on long sequences is expensive. Google own their hardware so they can do it. It's out of reach for most small labs
>>
>>107611607
isnt the point of the sliding window to reduce the compute for long sequences? it makes it linear instead of quadratic?

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Onedrive is currently being exploited to deliver malware and CSAM. Once a file has been shared with you, you cannot remove the file or block the sender and it will be visible in your Onedrive forever. You even get a notification which will directly open the file.

https://learn.microsoft.com/en-us/answers/questions/5646972/receiving-unsolicited-onedrive-file-folder-shares

https://www.reddit.com/r/techsupport/comments/1pe78bx/unknown_persons_sharing_files_with_my_onedrive/

It has been weeks now with no fix. How fucking embarrassing.
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>>107608666
And this affects the average /g/ rockspider how, considering you all have CP on your machines already?
>>
>>107610266
do you use onedrive?
>>
copilot is fixing it as we speak
it just needs to stop hallucinating
>>
>>107611555
No, but I'm not every other human on the planet you midwit
>>
>>107611171
this I don't have onedrive

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What is /g/'s verdict?
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>>
his blog posts trained the ai the most
>>
>>107610716
https://devblogs.microsoft.com/oldnewthing/
>>
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>>107610689
>>107610716
the oldnewthing blog
he even wrote a book containing many stories
it's a nice read desu
>>
>>107608924
>Gets BFTOd by that Russian on stack overflow.
Pretty funny.
>>
>>107611416
Link to the stack overflow thread?

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why dont we just put windmills under the water?
water is heavier than wind so it will make more electricity
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>>107611249
>when a retard has an epiphany
>>
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>>107611249
nice idea. you're just 20,000 years late
>>
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>nooooooooooooo you can't heckin do a controlled depopulation to account for stable logistics for resources and use hydropower for mega city states that would dwarf las vegas, think of the temporary ecological damage from fresh water floods nobody would live around if one broke!

>btw ackshully nevermind the permanent damage from massively expedited uranium mining that is finite vs the practical infinite use of water ( that doesn't still use fossil fuels ), toxic waste dumped into the ocean and everything wrong with nuclear power we NEED to build 10,000 plants nobody will be able to do maintenance on if the grid went down which could lead to the deaths of hundreds of millions immediately because we need to LE OWN le coal and gas companies okay??

nuclear shills can't get the rope fast enough
>>
>>107611330
but i am not a windmill fren i dont even have wingos
>>
>>107611249
turn out it will be only worth it in a few straits in the world, because most of the good currents are really far away from the land, so you only have shit like the gibraltar strait, which are often in between two different countries so you have geopolitcal shit too

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DUDE THIS NEW CAPTCHA KICKS ASS I CAN POST WHILE DRIVING
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>>107596558
>>
>can't post because "no valid captcha"
is this a 4chanx thing
>>
>>107596558
Pick the one with the most abnormal number of shapes (e.g. if 2 of them have one circle, one has one, and one has three, the one with three is the most abnormal since it's larger than the rest).
>>
really, an IQ test?
>>
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>>107598524
This >>107598637

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You fuckers let the thread die edition

Everything is already from China, but here we discuss the cheap chink shit you see on various sites.
1st rule of /csg/: If it looks too good to be true, it probably is.

Useful links
>TWS IEM reviews: www.scarbir.com/
>Guide: csg-guide.neocities.org/
>Wiki: https://igwiki.lyci.de/wiki/Chink_Shit_General

>What headphones/earbuds should I buy?
>>>/g/iemg
>I want a cheap smartphone what should I buy?
>>>/g/spg/
>I want to buy some sort of emulation device

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>>
I can see the chats but the stream won't load for me. Oh well.
>>
>>107611181
what's the point of this stuff again?
how much money do you people actually save by participating in these silly programs?
>>
>>107611170
>- Shooting with long aperture = blurred motions. Makes rivers / oceans look smooth.
I meant long exposure.
>>
>>107606453
Objectively itls just a silly bootlego set.. But this photo krilled it.
>>
>>107609656
I have had great performance out of my Essager cables. Never tried their chargers, but their cables didn't break apart under strain so easily like my uGreen stuff.

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chinkshit isn't cheap anymore
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>>107611201
tired of winning yet?
>>
>>107611526
my yellow fever bwc
>>
>>107611519
Congrats. Now you can buy your shitty locked bootloader western "tech" appliances chromebooks and scamphones for $1000+
>>
>>107611536
>breeding the bugs
>>
>>107611526
can you write like a fucking human? how about that.

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The dumbest plug design in the world, bar none.
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>>107610895
>Which really isn't the greater percentage of local buildings.
Well thats you just being retards I googled about the ring circuit since ive never heard it before and its some UK thing that doesnt really exist anywhere else
I've only ever seen radial or "hub and spoke" or whatever type circuit no matter what type of building or when it was built even some ancient houses built hundred years ago where the fuses are the type that break and you need to change it, would still have radial circuit design the whole ring circuit type really seems like a design flaw

>At your exponentially increasing costs over time?
Why would cost of natural gas increase exponentially USA has and absolute fuck ton of it and lot of still untapped fields, its also literally the cheapest most efficient natural resource there is to use when you can just pipe it directly to wherever
LNG is the one that doesnt make sense like if you dont have natural gas locally, liquefying it and transporting in special boats and then un-liquefying is energy-intensive and expensive process and downright retarded due to its complexity and cost. That has nothing to do with the ease and sensibility of using natural gas locally tho
In fact oil is a worse resource complexity wise than natural gas is but its easier to transport and use anywhere thats why its considered the best resource, but if you have natural gas locally everywhere you can pipe it its the best by far to use for heating, and its pretty good for electricity generation too
NG plant you basically need to just let it out of the ground, its so easy to take advantage of
>>
>>107610922
>> its literally the cheapest and most efficient method possible
>Both of those are demonstrably false.
Go on, demonstrate.
>>
>>107585582
/thread
>>
>>107585119
>hourly voltlet seethe thread
>>
>>107611096
>the whole ring circuit type really seems like a design flaw
How so?

>Why would cost of natural gas increase exponentially USA has and absolute fuck ton of it
Gee. Iunno. Why is something there's a continually decreasing supply of going to cost more over time?
You may still have 'untapped fields'. That just means you'll not run out *as quickly*. Might be wise to observe the pace of roll-out for the things that *really* eat it, like power stations. Might be a good idea to work out when they'll deliver RoI, and when them fields due to expire at consumption rate. Might also not be unwise to consider the global trend to move away and the consequential loss to economies of scale.

>ease and sensibility of using natural gas locally tho
It's easy, I'll grant you.

>its pretty good for electricity generation too
Depends highly on how you define "good", really. When it costs more to deploy, more to run, and creates multple downstream issues, I have difficulty applying labels like "good".

>>107611104

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sleepy witch 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://inviteroute.github.io/graph or https://inviteroute.github.io/sheet/
- 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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JPTV is dead?
where did they go then?
>>
>>107611465
>that requires more than 50 iq to solve
we have a lot of jobless retards who still haven't figured out how to solve the new captchas.
>>
>>107611365
Yeah, but with actual films posted not capepoop
>>
>>107611479
>but with actual films posted not capepoop
HUNO is loaded with kino.
We have uploaders who upload classic and foreign films only.
>>

A complete piece of shit
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>>
>>107604558
What's bad about it?
>>
>>107610448
>What's bad about it?
It's fine. They are just trolling because Chance always works unlike their other apps
>>
>>107604558
recommend me another website i can visit because i am sick and tired of retards here. Chance is probably the best client but of course OP will call it bad.
>>
>>107610330
ugly client
>>
>>107606948
Had to actually check that it wasn't the case...

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Matrix won
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>>107610818
>>107610917
>>107611030
SimpleX said the quite part outloud: "open source" is just marketing label

>The usual counter-argument is that this can be easily circumvented, because the code is open-source, and the users can modify it, so this approach won't work. While this argument premise is correct, the conclusion that this solution won't be effective is incorrect for two reasons:

> most users are either unable or unwilling to invest time into modifying code. This fact alone makes this solution effective in absolute majority of cases.
> any restriction on communication can be applied both on sending and on receiving client [...]
https://github.com/simplex-chat/simplex-chat/blob/stable/docs/rfcs/2024-12-30-content-moderation.md

>>107611045
the I2P and Session are two examples that come to mind
>>
>>107611045
Would you say email is centralized? No? Then XMPP is decentralized.
>inb4 CAs
>>
>>107608502
who the fuck cares about "european union members?
The German government and military are using matrix and the amount of their contributions is 0.
They are just leeches and Berlin deserves to be whiped out by a Russian nuclear bomb just because of this.
Even the fucking Chinese contribute more to OpenSource projects they use than " european union members".
>>
>>107610885
And you know what metadata is out there with matrix.
Meanwhile others, like Signal, collect metadata and hand it over to Google and Amazon and you have no idea what is even going on.
>>
>>107611087
OpenSource alone is really just a marketing label.
Like nobody knows wtf is going on in the Signal repository, where one employee alone keeps pushing unreviewed changes daily, there is no community who checks it, there is effectively only one App and its binary cant be reproduced.

Matrix however does have an active community, there are people all over the world from different organisations (or none at all) who run and modify homeservers or build their own clients.
There are thousands of people who know how matrix works. There are only 2 to 3 people who know how Signal works.

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What's the issue with Rust?

So far It has nice modern features like a cleaner syntax, and their memory system seems better than C or C++.

Dunno why trannies is a computer science argument, since I don't care about rust developers fetiches.
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>>107605698
Does Rust incentivize the use of MIT over copyleft licenses somehow?
>>
>>107601419
how about you check out veloren. it's so fucking bad even cube world was done before it. the game was garbage because of rust not in spite of it. the language drained his prototyping budget by being a total pain in the ass to do so.
the syntax is also horrendous. I'd like a better ml/haskell with an ecosystem and better types but rust is not any of that. the ecosystem is also unlike c/++ and requires you to willingly blind yourself to the fuckhuge dependency tree with mandatory SCA regardless of your threat profile. the laser focus on politics and constant false flagging / sockpuppeting by rustroons working hard to poison the well won't change any of this. once you've all acked yourself and the corporate funding dries up what's left is a stillborn language with all of the fundamental, unaddressed issues I've laid out above.
>>
>>107610752
it incentivizes rewrites of working software. it's stage two of the cancer after all the soidevs have been independently indoctrinated to believe in permissive open source, under the framework of corporations keeping open source open source whilst they were under ZIRP (and are now presently tightening the noose)
watching you people squirm as you try to reconcile that fact with your retarded egos will be fun
>>
>c++ like syntax
>slow compile time
>lifetimes can get complex
>cannot easily change mem allocator
>any code not running in user space gets littered with unsafe declarations
>borrow checker is a pain in the ass for rapid prototyping
>async is quite complicated and the std library doesn't provide a runtime
>cargo is a repeat of npm
>steep learning curve makes is unattractive for most orgs
>>
>>107611119
>how about you check out veloren
Looks like yet another voxel RPG.

>the game was garbage because of rust not in spite of it.
Why Rust specifically? I have played handful of games like this and they all sucked desu. Cube world is probably the most infamous of them.

>the language drained his prototyping budget by being a total pain in the ass to do so.
Like I said, I wouldn't use Rust for prototyping games. However making games is a very unique situation. Normal programs are not games, you don't need to prototype anywhere as much.

Speaking of games in Rust, yesterday I played a new game announced like 20h ago and it was pretty damn interesting despite being rather minimal. It's made by certain mathematical YouTuber: https://store.steampowered.com/app/4186100/Blocking_Blocks/

>the syntax is also horrendous
I think it's a strict improvement over C++


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/aicg/ - A general dedicated to the discussion and development of AI chatbots

Tatsumaki Edition

>News
Google releases Gemini 3 Flash https://blog.google/products/gemini/gemini-3-flash/
OpenAI releases GPT-5.2 https://openai.com/index/introducing-gpt-5-2
Deepseek releases V3.2 https://huggingface.co/deepseek-ai/DeepSeek-V3.2
Anthropic releases Opus 4.5 https://www.anthropic.com/news/claude-opus-4-5
Google releases Gemini 3 Pro https://blog.google/products/gemini/gemini-3/#gemini-3

Additional info: https://aicg.neocities.org/info.html

>Frontends
SillyTavern: https://docs.sillytavern.app

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>>
Hope this is the correct thread for this.
I was writing a simple Tampermonkey script with ChatGPT to move my filter tags to a local script so that I have more (limited) slots for watched tags. I noticed some false positives because I used includes(), and male:x filters would hit female:x galleries. I explained it as SFW as possible, yet it still managed to instantly guess my main NSFW problem tags.
This gave me a fucking scare. How much of my local files can those websites access? Should I be more schizo with those AI tools?
>>
>>107611612
It's in your browser. It can't access anything locally.
>>
>>107611612
It can only access what you give it, anon...
>>
>>107611540
Sooo.... Alexa?
>>
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>>107611551
>>107611561
>>107611562
>>107611579
I understand theres risks, but it would still be a fun experiment for home defense.


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