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

Previous threads: >>106996568 & >>106986408

►News
>(10/21) Qwen3-VL 2B and 32B released: https://hf.co/Qwen/Qwen3-VL-32B-Instruct
>(10/20) DeepSeek-OCR 3B with optical context compression released: https://hf.co/deepseek-ai/DeepSeek-OCR
>(10/20) merged model : add BailingMoeV2 support #16063: https://github.com/ggml-org/llama.cpp/pull/16063
>(10/17) LlamaBarn released for Mac: https://github.com/ggml-org/LlamaBarn
>(10/17) REAP: Router-weighted expert pruning: https://github.com/CerebrasResearch/reap

►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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>>
>>107003557
Man, Deepseek terminus has been really good for Japanese to English translating, though it still has some issues, I wonder if those issues could be solved with a proper prompt and not my shitty one. The only other model that even comes close is Kimi K2, and that one tens to be more inconsistent.

Makes me wonder what a full Japanese model would be like.
>>
>>107004058
>If they can't be used that way, then they're not good.
https://openreview.net/pdf/652335b816831f02789ccaa193067ab0b1be3366.pdf
>We make several observations: (i) all models loop at low temperatures; (ii) within a family, smaller models loop more; (iii) for models trained via distillation, students loop far more than their teachers; and (iv) for most models, harder AIME problems elicit more looping. These observations point to imperfect learning—i.e., systematic errors in learning of the training distribution—as a key cause. If a student perfectly learned the teacher, then the amount of looping of the student cannot be significantly higher than the teacher.
Basically you can take it that when reasoning models are starting to fall into a possible loop, the slight chaos introduced by a temperature like 1 will allow recovery before repetition truly settles in for good. But of course, falling into infinite repetition is still possible even with that chaos, just less likely as the dices keep getting thrown, but the more it repeats the more probabilities shift until there's no possible recovery from playing the dices, so there are limits to this.
>>
>gpt-oss rick-rolled me
>>
Here are the top AI labs with a Madden rating based on relative model capabilities, compute & infrastructure, data advantage, distribution & ecosystem, and monetization

OpenAI (ChatGPT): 99
Claude (Anthropic): 97
Google DeepMind (Gemini): 95
Meta (Llama): 94
Mistral (Mixtral / Codestral): 90
Cohere (Command-R+): 88
xAI (Grok): 87
Perplexity AI: 86
Adept AI: 83
Character AI: 82
Inflection (Pi): 81
Hugging Face: 80
NVIDIA AI Labs: 78

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>>
What is the difference between /lmg/ and /aicg/? Seems like /aicg/ is way more creative and this thread spams avatars while discussion is shunned upon.

UPGRADE & BUILD ADVICE
Post build list or current specs including MONITOR: https://pcpartpicker.com/
Provide specific use cases
State BUDGET and COUNTRY or you will NOT be helped
Building guide: https://wiki.installgentoo.com/index.php?title=Build_a_PC&diff=55476&oldid=55400

>CASE
mATX: Asus Prime AP201, Lian Li A3, O11 Air Mini
ATX: Phanteks XT PRO (ULTRA), Montech AIR 903 Base/MAX, Lian Li Lancool 217, Antec C8, Antec Flux Pro
AVOID: NXZT, 'Silent' cases, fanless cases, Corsair 6500

>CPU
Budget (inc. gaming): 7500F, 9600X
Gaming: 9800X3D, 9700X
Workstation: 9950X, 9900X

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>>
>>107003754
>>107003896
Patriot 6000cl30 is $54 per 16gb stick. Can't beat that performance/price ratio.
>>
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>>107003754
>>107003896
>>107004416
just buy klevv / team tcreate nigga
>>
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>>107004416
>>
>>107004282
350€ in my country but the whole article paints it as the best of the "budget" monitors
it better be cause a budget 27 1440p in my world is more 200€ than 350€
>>
>>107004548
>>107004450
https://www.newegg.com/patriot-memory-viper-elite-5-16gb-ddr5-6000-cas-latency-cl30-desktop-memory-white/p/N82E16820225357?Item=N82E16820225357

Amazon hiked up all the ram prices but not Newegg

What are your must-have Android apps?
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>>
>>106996965
App Manager is good, it can bypass some apk activities that I don't like
>>
>>106996986
I'm stuck using whatsapp and spotify too. It sucks.
>>
>>107004474
Huh?
>>
Realistically speaking could I just vibe out a fix for Kuroba and fork off of the main repo? I've never tried android app dev but surely it can't be that hard... right?
>>
syncthing-fork

Mo Money Mo Problems Edition

>Interviewing
https://youtu.be/d-7o9xYp7eE

>How to write a resume
Ask ChatGPT to give you 6 pages of slop.

>Salary Stuff
Buy Gamestop stocks like a fucking idiot and hope that it skyrockets for no reason. Infinite salary glitch. This financial advice is proudly endorsed by letter Q and Satan's gigantic purple throbbing cock.

>Newcomers to this thread
https://layoffs.fyi/

Previous Thread: >>106980417
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>>
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whichever ones that leads to your sister's butthole WIGGA
>>
I had an interview with the recruiter, an interview with two L2 analysts, and a final interview with 2 managers. Each interview was about a week apart from each other and the final interview was 11 days ago. I emailed the recruiter 2 days ago asking if there were any updates and got no reply.
Am I getting ghosted? Do larger companies actually do that? Should I email the recruiter again on Monday?
All interviews felt like they went well, especially the second one. Never experienced this before and I'm starting to get a little nervous about the silence.
>>
thought a seaborn like me would be satisfied
seeing you wypipos content at the other side

then somehow, i saw your meaningless POST
THAT MY PEOPLE DESERVE TO BE SUBJUGATED
THAT MY PEOPLE DESERVE TO BE EXPLOITED
THAT WE DESERVE TO LIVE IN MANIPULATION

I wish for the end
I wish for the end
to both mossad and CIA together

the general wilted
waving down into page 10 and
get fuuuucking archived

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>>107004007
show me ur dick
>>
>>107003894
Yes. Yes. No, call the recruiter and tell them you want to keep interviewing until you get an offer.

Previous
>>106944920
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>>
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>>107001035
nice paper
>>107001233
cute iboogi and soulful paper, might want to edit your neofetch conf file.
>>
>>107003969
is the bar on the side a part of shod?
>>
>>107000914
liquid ass looks terrible
>>
>>107000704
>10in laptop
>1366x768
>N4020
>4GB of RAM
>64GB emmc
I love this little nigga like you wouldn't believe
>>

>If you don't update enough you lose the ability to update at all.
Yea I'm sorry but this shit is stupid.
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>>
>>107003837
dude if you dont want to know how things work or do things by yourself just use windows wtf
>>
>>107004685
Other distros don't have this problem.
>>
>>107003639
>>107003676
The people who complain about this are always dummies who can't figure out how to run it. Just use another OS, or stay away from computers.
>>107003774
Arch isn't the main OS I would choose for a server. Could say that instead of seething.
>>
>>107004584
it was an arch "based" distro thoughbeit
>>
>>107004750
Why should I HAVE to figure out anything? If the problem can be solved it should just solve itself automatically. Which is what every other os does btw. Also read the thread before you speak like a fool.

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Have you done your part to save UE5 by donating to Threat?

https://www.youtube.com/watch?v=T1MKlxM04L4
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>>
Save UE5 lol fuck UE5
>>
>>107002522
wokeslop is going to be made on ue5 one way or the other, may aswell make it run as well as possible
>>
yeah im not reading your meme or watching your video
sorry jeet
>>
>>107003810
They are all white men
>>
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if you never make a game, it can't be poorly optimised

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Abolish Unix time.
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>>
>>107003900
>Resurgence of Y2K
Another nohtingburger.
>>
>>107003900
>Most operating systems designed to run on 64-bit hardware already use signed 64-bit time_t integers.
literal nothingburger
>>
>>107003465
32 bit unix time works until 2038 which is around 67 years since 1970
64 bit unix time is 2 billion times bigger than 32 bit, meaning it can lasts 67 * 2 billion years or 134 billion CE
we are now in 2025, so it's still billion years until we run out of 64-bit unix time, OP
>>
Windows time goes up to the year 30827 while being more precise (100 nanosecond resolution) than Unix time (only 1 second resolution). Yet another example of how Linux copied a shit boomer design from the 1960s and it came to bite them in the ass.
>>
>>107004509
>nanosecond resolution on Linux
what is clock_gettime(CLOCK_REALTIME) tv_nsec?

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>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

Use >>>/g/ptg as a link to find the /ptg/ thread.

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>>
>>107004508
>>107004533
LOVE HUNO
LOVE PTP
LOVE BTN
>>
Arre bhaiya, HUNO tracker is too much underrated only, yaar! Salute to this tracker’s simplicity – full fairness for all types of users, even if your upload speed is slower than my uncle’s Tata Nano! 5Mbps ke saath bhi, you can download 20+ torrents daily, no ratio tension-shension! Perfect for building your personal movies/TV library, 100% guaranteed! Their web-dl and HEVC encodes? Size mein chhota, quality mein mota!

And their internals? HONE WEB releases are top-class, bhai! New movies and episodes drop faster than Mumbai monsoon rains! Other new trackers getting hype? Good for them, but HUNO speaks quality-quality everywhere – torrents, community, retention… total package only! If you don’t have this tracker, life mein kya rakha hai? Secondary ho ya main, must-have hai!
>>
>join seedpool open reg
>it's not even decent
fuck seedpool
>>
>>107004599
>join open signup tracker expecting anything decent
There's your problem. Open signup trackers are full of jeets doing jeet things, the good ones don't need to bother with open signups. Start with RED and join the better ones from there either directly or indirectly, stop giving these trash sites your email and passwords.
>>
>>107004706
This
I regret joining animebytes

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sars?

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It is actually fucking happening
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>>106986109
LMFAO THE TROONIX PROJECT IS ABOUT TO GET THE EXPRESSJS TREATMENT TIMES 1.5 BILLION
>>
>>106986275
>why are countries trying get rid of being dependent on foreign company while wasting a shitload of money on license costs when Linux is mature enough to do the same task for free
why are tranime posters so retarded?
>>
Will you be using Poobuntu like a normal, or Sarrch like a master hacker benchod spy...?
>>
This for Start Up sound
https://youtu.be/YumK_VvEIC0?si=eisPbAJnI5RC_hoQ
>>
I was promised linux get more software 10 years ago when EU and chinks started shilling it and today this crap is still crap, nothing changed for better, I have 2 macbooks pro from 2015 and open core legacy patcher and I give no shit about your retarded os, nothing will change for better

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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 207, Flux Pro, Meshify 3, 4000D FRAME, X50
Dual Chamber: Y60/70, O11 Vision, Antec C8

>CPU
Gaming: 14600K, 9600/X
-Budget: 12/13100, 12400, 12600K
-Premium: 7800X3D, 9800X3D, 14900K
Workstation: 265K, 285K, 14900K, 9950X3D

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>>
>>107002192
They were good until 8th gen. 9th gen is when they went to shit
>>
>>106999154
evo plus doesnt have a DRAM cache, no, get a Pro series.

Frankly im quite happy having my OS and all important drivers on an isolated SSD while data and gaming are all on separate drives, keeps things simple and easy to fix if something goes wrong, i only lose 1 thing of import instead of 50+ other stuff i need aswell.
>>
>>107002270
modern emissions regulations, specifically the wildly differing regulations for each country, plus the hype-trains for the latest vehicular gimmick-tech, has degraded the build quality and longevity of any car you buy by default.

My 2013 4cylinder Mitsubishi Lancer sedan, is naturally aspirated, and has a chain-link timing belt. It will outlast ANY car made in the last 5 years, by any manufacturer. Its over 10yo's now, and will last me another 10 with normal maintenance no problem at all.
>>
How did we get almost no posts last night? I count on having reading material from you guys in the morning but there was nothing.
>>
>>107003170
it's in a laptop

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google image search now controls for wrongthink
what alternatives exist?
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>>
>>106997965
There are none
Build your own if you're so great
>>
>>106997965
Artificial scarcity improves demand on an individual psychological level.
>>
>>
>>106999206
Nothing changed when i made some searches yesterday. Still works.
>>
>>106997965
It's been nerfed and replaced by lens.google.com for a while now

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>Me a Fedora user
>Has not installed Windows in seven years on my workstations
>Promote FOSS
>But fucking carry pic related when go outside because is light and comfy af
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>>
>>107002953
cheap chink shit mimics expensive product
>>
>>107002126
you don't go out too often
>>
they stand out too much and make you look like an npc
>>
>>107002004
>pic related
You carry a macbook, an iphone and airpods?
I gues I can't blame you, macbook are light af.
>>
A phone/headphones are just appliances, nothing wrong with them not running Linux.

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give me distros to put on this drivve
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>>
>>107002921
dont fall for illiterate /g/ yappin' bro
core is free
pro is paid as a way for thanking people who donate
>>
>>107001917
You're missing a few anon
>>
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>>106999671
>>106999688
>>106999705
>>106999713
>>106999720
all me btw
>>
>>107002519
You're just jealous OP is free of the shackles of internet and is more productive, intelligent, handsome, and generally superior to you.
>>
>>107002519
>>107004716
jk hoarding ISOs is the dumbest thing I've ever seen, unless masochism is your thing.


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