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

Previous threads: >>107535410 & >>107525233

►News
>(12/10) GLM-TTS with streaming, voice cloning, and emotion control: https://github.com/zai-org/GLM-TTS
>(12/09) Introducing: Devstral 2 and Mistral Vibe CLI: https://mistral.ai/news/devstral-2-vibe-cli
>(12/08) GLM-4.6V (106B) and Flash (9B) released with function calling: https://z.ai/blog/glm-4.6v
>(12/06) convert: support Mistral 3 Large MoE #17730: https://github.com/ggml-org/llama.cpp/pull/17730
>(12/04) Microsoft releases VibeVoice-Realtime-0.5B: https://hf.co/microsoft/VibeVoice-Realtime-0.5B

►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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>>107552326
>>
>>107552421
What the fuck.
>>
>>107551899
There were a few prototypes, but none of them worked well enough. llama-lookahead, and llama-lookup i think. And no, they're not in the server. Then there's llama-speculative and llama-speculative-simple, but i think they're mostly used for tests and as minimal examples.
>>
>>107552421
Someone's bot got uppity.
>>
>>107552290
>Are you a fellow 24gb vram / 64-128gb ram poster? I dream of a good 70b MoE model, or a 40b dense model.
What about Qwen Next 80B?

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ATX edition

previous: >>107457881

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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>>
>>107550625
you are definitely cringe.
>>
How much would you guys pay for a 3990X and TX40 Asrock Creator board? There is a listing for 2k. Is that a bit much or no?
>>
>>107552168
no idea, it's bout half the original price but I'd have a few issues using it as a server in the first place
>very high tdp on 3990x
>probably a likely overheating mess if you put those pci lanes to use

I'd say it's a bit much $
>>
>>107552287
it also comes with a cooler master 360 aio. i think it would be interesting for virtualization. 64 cores are 64 cores.
>>
>>107552168
there are Epyc+ Supermicro combos for less, you sure ?

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>applying to georgia tech OMSCS
Has anyone done this program?

I have a chemistry degree (work in IT) and I never took any programming classes initially. I just went back and completed a programming course at my local state university.
Will I get btfo'd if I apply now? I still have some time before applications open, is there anything else I can/should do?
>>
>>107546004
code is brittle, data is flexible
think of the problems you need to solve as data that you operate on
it isolates logic and increases testability
>>
>>107552311
LARPing stolen valor faggot.
>>
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>>107552381
try again
>>
>sunday evening
No..nononononononono

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Users of all levels are welcome to ask questions about GNU/Linux and share their experiences.

*** Please be civil, notice the "Friendly" in every Friendly GNU/Linux Thread ***

Check the Wikis (most troubleshoots work for all distros):
wiki.archlinux.org
wiki.debian.org
wiki.alpinelinux.org
wiki.gentoo.org

>Which distro should I choose?
gnu.org/distros
nosystemd.org
>What are some cool programs?
suckless.org

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>>
>>107551966
probably gentoo if you mean as the receiver
>>
>>107551938
because you're using kde plasma
>>
>>107551330
afaik its for people who think arch isnt bleeding edge enough
>>
>>107551938
>>
Linux hasn't been my daily driver for about 15 years but I can't stop thinking about coming back to it on my gaming PC so I can cut ties with Windows before it gets too unbearable with its poor design and dogshit "agentic" aspirations. I've been reading up on what's available in Linux these days and it sounds like it would be a much easier transition than it was back then and virtually everything I use in Windows has a Linux build or easy equivalent or is just part of the OS in the first place.
I think before I do it I'm going to set up a VM so I can experiment with software and get a basic feel for what tools I like before I'm stuck in the environment, then try repurposing one of my storage hard drives to play with it, then finally make the jump on my main drive once I've gotten a feel for it and know how I want everything. Since it's been so long I figured I'd drop by here to ask, do you guys have any less obvious gotchas you'd recommend looking out for, or anything you wish you had thought about or known before switching over/doing a fresh setup?

the post-broot depression edition

>Advent of Code is an Advent calendar of small programming puzzles for a variety of skill sets and skill levels that can be solved in any programming language you like. People use them as a speed contest, interview prep, company training, university coursework, practice problems, or to challenge each other.
https://adventofcode.com/

/g/ leaderboard join code:
224303-2c132471
anonymous-only leaderboard:
383378-dd1e2041

See also: https://obonofcode.com/ (Summer 2026)

previous >>107523907

pic related did not quite happen this year
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>>
Would it have been better if it ended completely after last year, or are you happy to have this year's 12 problems?
>>
>>107552190
I'm happy with this year's problems; it was the first year I've bothered to try. Found I could keep up reasonably well with the best (but fuck ILP) and established that I'm probably the most cracked programmer in my team, which is nice.
It was also fun to see all the people struggling with non-scripting languages or resorting to calling external libraries.
>>
>>107552338
>established that I'm probably the most cracked programmer in my team
you copy-pasted that from reddit, right anon?
>>
>>107552190
He should have quit last year. Yeah, making puzzles is a huge amount of work, but he could have either accepted help or just called the whole thing off to (hopefully) let a copycat take the December spot. I had my issues with Everybody Codes but that guy was clearly motivated.
Dunno how his sponsoring deals are structured, maybe he had some obligation to push things out the door even after he stopped giving a shit.
>>
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>>107537549
Very nice problem, actually feels like an AoC problem
Would definitely be in the couple most difficult most years
I wonder if there's closed from solution

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

Hina Edition

>News
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
xAI releases Grok 4.1 https://x.ai/news/grok-4-1
OpenAI releases GPT-5.1 https://openai.com/index/gpt-5-1

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

>Frontends

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>>
qrd on why you do this

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No Ran, no Ani, only Debo edition

Discussion of Free and Open Source Text-to-Image/Video Models

Prev: >>107543106

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

>UI
ComfyUI: https://github.com/comfyanonymous/ComfyUI
SwarmUI: https://github.com/mcmonkeyprojects/SwarmUI
re/Forge/Classic/Neo: https://rentry.org/ldg-lazy-getting-started-guide#reforgeclassicneo
SD.Next: https://github.com/vladmandic/sdnext
Wan2GP: https://github.com/deepbeepmeep/Wan2GP


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>>
>>107550053
>>107550023
There is no real thread, this waste of space is flooding all the threads at the same time
>>
/ldg/ it's healing
>>
>>107550567
I don't think so
>>
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So this is what real /ldg/ looks like without schizos, without bots, without shillers...
>>
>>107551801
Don't forget Mikustesters!

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Can it plausibly be called "based"?
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>>
>>107550192
what's the difference between 3.2 2x2 and gen4?
>>
>>107550078
The USB-C ports in many laptops like Thinkpads, and probably some phones, are shittily soldered and very difficult to repair. Common point of failure, like it's planned obsolescence for an expensive laptop that otherwise should last way longer.
>>
>>107550078
USB-C is based and I'm tired of pretending it isn't. I don't want 50 trillion serial ports for every conceivable thing.
>oh but boo hoo there are different standards for data transfer and power delivery
RETARDS. Oh yeah it was so much better when everything had its own proprietary port and of the company stopped supporting it your device was just permanently bricked unless you're willing to gamble with sloppy seconds on eBay. FUCK YOU.
>>
>>107550078
Why don't they make a USB-C XL with more bandwidth and power?
>>
>>107550192
in theory it's a clusterfuck
in practice those external drives and displays will come with their own high bandwidth cables

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

Hina Edition

>News
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
xAI releases Grok 4.1 https://x.ai/news/grok-4-1
OpenAI releases GPT-5.1 https://openai.com/index/gpt-5-1

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

>Frontends

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>>
uh oh melty

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>java is brown
explain pic related then?
I can't even remember the last time I've seen such an exclusively white and male panel

Every single year AI companies are spending hundreds of billions of dollars making barely any revenue in return.

When will AI turn a profit?

How do you lose $143B of tax payers' dollars in just a couple of years?
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>>
>>107551318
Bro you sound like an angsty teenager. You make no sense. There's absolutely zero reason or logic in fucking up wagies
>>
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>>107552069
KEK
>>
>>107543848
It doesn’t is a giant Ponzi scheme. Literally crypto but repackaged in a non money laundering package of pie in the sky and blatant lies
>>
>>107544501
Brown hands typed this
>>
>>107543848
>How do you lose $143B of tax payers' dollars in just a couple of years?
They're basically spending hundreds of billions in server space and I'd 100% wager that most employees are earning several tens of millions per year wages because "they're elite and got to pay them well to keep talent" or something.
Facebook literally offered someone 1 billion dollars per year to join their AI program.

What is the point of Go?
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>>
>>107551245
Go authors' main target audience were juniors at Google who got filtered by C++. They wanted language that is so easy that any brainlet can use it.
>>
>>107551963
>They wanted language that is so easy that any brainlet can use it.
easier than python/typescript?
>>
>>107545880
Rust, Java, C# and pretty much every other popular language will be far more productive than Go once you know them at even a novice level.
>>
>>107552376
>Rust
true
>Java
>C#
lol no
>>
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>>107546347
Google has done multiple studies now and Rust is actually just as productive, easier to maintain and significantly more performant. Lars Bergstrom has done a few presentations on it.

Ram shortage are here to stay until 2028
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>>
>>107548149
>Nope, it's actually based in science. We are currently in a pre-Singularity upward curve--once we reach the threshold, it will take off exponentially, and people like you will regret your words.
No, it is a technophile fantasy. Anything that scream exponential is bullshit.
>>
>>107548429
>will last me for awhile
>cons00mer's motherboard gets fucked in 3 years
nothing personal, kid
>>
>>107551268
If it makes someone feel bad about waitfagging, yes!
>>
>>107551268
But how ?????!!!!!!!!!!!!
>>
>>107544651
Will at least gpu's prices drop thanks to this AI generated shitshow? I really need to hear some good news today.

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/aicg/ - chatbots

SillyTavern: https://docs.sillytavern.app
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>>
>>107552231
Why is gemini 2.5 so much better for half the things, thought it was supposed to be an upgrade
>>
>>107552382
not funny
>>
>>107552409
me
>>
>>107551983
>Only slop models
Kill yourself
>>
>>107552418
It follows instructions better. 3 basically pick at random which it will follow or not.

Hooray! I figured out how to extract the binary data from a png as a string. Can't wait to start hiding shit in images and gifs. Steganography ftw
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>>
>>107552218
I will be using the steganography algorithm that I didn't know how to write but had visions of during my first manic episode in 2009. I thought it was the theory of everything.
>>
>>107552235
no i just figured it out. i'm not a genius, i'm just not a fucking retard like you are
>>
>>107552254
it's all about binary strings. i'm using the bible translated into a conlang as a source. or i could just use a regular bible, dude whatever
>>
>>107552218
'000000000000010000000001000010100100111000010100011000000110000010000101010100111010000010011111000
1001011011000000000000001100101101000001000000010011010101000010101100000001101100000101001100111010
0000000111010010110001110001001011000010011101001100010000111100101011001011010110110010101000001010
0011100001010001111110111001010010110101100100000000010110001100100101000100100000111000100111101100
0100111111001111111110001011001000100001001100000101101100001001011001100101111101100001010001011111
1001001100000000001111001010011100000000010000111001110011101000011101100010011010000010100100101010
0010101100000010000100110000111011100000101010000111101110000110100111100011011001100111001010010111
0100111100100101100101000100100101100010001000101001000010111101010100111001111001010000110100101100
1101000011101000011001101010000110101000010011111110100100000101011001010110011000011011101100011101
1100110010111010100110111000001101000001010001001000010111111001101001000000111101111000000000010000
0100100100010011010000011110100110010010100110101000001001101000000101000111111000110111011000111010
1001101011101110100011010100000010101111000110001011001010101001101001010000110101010000101011000001
0000000100000010101001010110001011010000101010101110001001100001111001011000000001011010010101001000
1001001000110000000111000110001001001001001000000110101100011101111000111100010100110000010001000010

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>>
>>107552375
im asking how to decode your encryption thing


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