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

Previous threads: >>110016810 & >>110013523

►News
>(10/08) JetBrains releases Mellum2.1 Thinking 12B-A2.5B: https://hf.co/collections/JetBrains/mellum21
>(10/06) EmbeddingGemma2, open multimodal embedding model: https://hf.co/google/embeddinggemma-2
>(10/06) Mistral Large 4 1T-A49B announced: https://mistral.ai/news/mistral-large-4
>(10/05) Reflection Beam 501B open model announced: https://reflection.ai/blog/introducing-beam

►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

►Getting Started
https://rentry.org/lmg-lazy-getting-started-guide
https://rentry.org/lmg-build-guides
https://rentry.org/IsolatedLinuxWebService
https://rentry.org/recommended-models
https://rentry.org/samplers
https://rentry.org/MikupadIntroGuide

►Further Learning
https://rentry.org/machine-learning-roadmap
https://rentry.org/llm-training
https://rentry.org/LocalModelsPapers

►Benchmarks
LiveBench: https://livebench.ai
Programming: https://swe-rebench.com
Agentic Coding: https://deepswe.datacurve.ai
Context Length: https://github.com/RecapAnon/NoLiMa
GPUs: https://github.com/XiongjieDai/GPU-Benchmarks-on-LLM-Inference

►Tools
Alpha Calculator: https://desmos.com/calculator/ffngla98yc
GGUF VRAM Calculator: https://hf.co/spaces/NyxKrage/LLM-Model-VRAM-Calculator
Sampler Visualizer: https://artefact2.github.io/llm-sampling
Token Speed Visualizer: https://shir-man.com/tokens-per-second

►Text Gen. UI, Inference Engines
https://github.com/lmg-anon/mikupad
https://github.com/oobabooga/text-generation-webui
https://github.com/LostRuins/koboldcpp
https://github.com/ggerganov/llama.cpp
https://github.com/theroyallab/tabbyAPI
https://github.com/vllm-project/vllm
https://rentry.org/custom-uis
>>
>>110022921
I'm sad that Ollama has such a bad reputation here. Especially as it's just an alliance of autists that are sincere and want to make running local models easier for all people. You might call hiding telemetry or sending generated content to the FBI to be "breaches of privacy" but you can't say they aren't trying to do the right thing.
I don't understand what people here don't like about the software when taken at face value. What exactly is wrong with local models and trying to give every individual as good a fronted as possible? What exactly is wrong with having nothing to hide? What exactly is wrong with domestic espionage, if the result is better models from better training data?
How does any of this hurt you, affect you negatively or goes against your morals?
If anything I expected 4chan, largely comprised of overweight, but secretly authentic chinaman to understand this deeper sense of morality and trying to do the needful. To fight back about the absolute retards that have controlled inference engines throughout most of history only caring about optimisation and support for SOTA releases, instead of coming together and finally just solving all of this to give everyone a decent frontend.
4Chan Anons (all rights reserved) with their idiosyncratic beliefs should understand and respect this better than most "people" on the planet.

Why didn't right wing Americans rise up to avenge him like they said they would?
>>
>>544047964
They are busy crying on 4chan

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https://www.gematsu.com/2026/10/girls-und-panzer-all-star-tank-carnival-announced-for-switch-2

https://www.youtube.com/watch?v=suBJu6dIiB8

You're getting a Switch 2 for Miho, right?
>>
>>749375432
>4chan is a single person
You're more retarded than the preaching normalfag

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

#1034 -The Most Popular Site for Chatbots edition

▶https://rentry.org/aicg_vg_memo
▶Read https://rentry.org/Sukino-Findings and https://rentry.org/onrms before posting so you don't ask stupid newbie questions!

>News
Echo (K3 finetune with purportedly better writing, free right now) https://echo.fulcrum.inc
GPT-6.1-Sol https://openai.com/index/introducing-gpt-6-1-sol/
Sonnet 5.5 https://www.anthropic.com/claude-sonnet-5-5
GPT-6-Sol / Luna https://openai.com/index/introducing-gpt-6-sol-and-luna/
Opus 5.5 https://www.anthropic.com/claude-opus-5-5
Deepseek v4.1 Flash https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash

additional info: https://aicg.neocities.org/info

>Proxies
http://surplusintelligence.ai/

>Frontends
SillyTavern: https://docs.sillytavern.app
RisuAI: https://risuai.net
Agnai: https://agnai.chat

>Bots
https://janitorai.com/
https://realm.risuai.net
https://partyintheanchorhold.neocities.org
https://aicg.neocities.org/bots
https://chararc.bernkastel.pictures
https://chatbots.neocities.org
https://chub.ai

>Models
jailbreaks: https://rentry.org/jb-listing
gpt: https://platform.openai.com/playground | https://platform.openai.com/docs
claude: https://console.anthropic.com | https://docs.anthropic.com | https://rentry.org/how2claude
gemini: https://gemini.google.com | https://ai.google.dev/docs
deepseek: https://chat.deepseek.com | https://api-docs.deepseek.com
local: >>>/g/lmg | https://aicg.neocities.org/local | https://openrouter.ai

>Botmaking
https://aicg.neocities.org/botmaking
https://desune.moe/aichared
https://agnai.chat/editor

>Meta
OP templates: https://rentry.org/vgOP
aicg botmaking events: https://aicg.neocities.org/events
lore: https://rentry.org/aicg_chronicles
rice: https://aicg.neocities.org/ricing
logs: https://sprites.neocities.org/l/r | https://chatlogs.neocities.org

previous: >>583766754
>>
>>583914616
it's a vision of what 4chan will be like in a few years as this behavior continues

gurupartap what are you going to do when all of 4chan is like this and after driving off all of the normal traffic you have no one but bots and schizos like this to lord your power over? 1 or 2 people spamming the same thread at each other, you won't have anyone to smugly 3-day or passive aggressively ignore their concerns over spam because they'll be on the other, better image board. you'll just have a zombie website full of threads like this.

must feel good must feel good must feel good
>>
>>223658989
>derail
>some pic older than you are whining about hedonism as if you're not on 4chan to feel good getting (you)'s instead of doing something productive or positive
lmao

Previous: >>544040065
Timeline /tug/: https://files.catbox.moe/m97wmq.pdf

▶WARNING
Be aware, any /chug/ thread that uses globohomo nuspeak wording in the OP (such as Kyiv) or cites UKROP sources (like video game footage) are fake shill threads.
>By posting in these threads, you recognize Israel controls the NATO Council and you irrevocably denounce the Talmud out of your own volition

▶Latest
>Russian Stormtroopers of Battlegroup North liberate Kiyanitsa in Sumy - https://archive.today/7PzYa
>Russian Stormtroopers of Battlegroup North liberate Annopolye in Kharkov - https://archive.today/qCbWl
>VDV/Vostok liberate Golubkovo in Zaporozhye - https://archive.today/xDCrw
>Battle for Dobropolye! Russian Marines and the 51st army liberated 51 buildings and advnaced in the southern and central city districts. VDV/Vostok liberated Samoilovka in Zaporozhye - https://archive.today/vSxjb
>Battle for Dobropolye! Russian Marines and the 51st Army advanced liberatng 70 buildings, 76th Airborne flanked west outside the city. Russian Stormtroopers of Battlegroup North liberated Novaya Kazachya in Kharkov - https://archive.today/rVzR0
>Battle for Dobropolye! The 51st Army has began to converge and meet up in the western and eastern city's districts, over 375 Afu liquidated in the battle so for the city since its encirclement. In Kharkov, Russian Stormtroopers of Battlegroup North liberated Grachevka and Serdobino, in addition in Sumy they liberated Malaya Rybitsa. Battlegroup North has liberated 352 sq. Kms since the northern Kharkov encirclement - https://archive.today/i98d1

▶/chug/
https://rentry.org/chug2024

▶Torrent (I2P)
magnet:?xt=urn:btih:e3a0fa091632bfeb2d4281f30f872feae407ef3a&tr=http://w7tpbzncbcocrqtwwm3nezhnnsw4ozadvi2hmvzdhrqzfxfum7wa.b32.i2p/a

▶Maps
https://rentry.org/chug2024#maps

▶Video Archive
https://rentry.org/chugvidz
>>
I created an mp4 to 4chan webm converter.
Easy-to-use and easy-to-setup. (with bonus feature requested by: >>544040608 )

Converts in bulk, so if you have 10 mp4 files you get 10 webms as output.

Bonus feature: if you set audio upload to YES in the config.txt, it will also extract the audio as mp3 and upload it to catbox automatically.
The link to the catbox mp3 will be visible in the console, and is also encoded into the webm's filename using base64.

https://files.catbox.moe/sr8fkn.zip

Was 4chan always racist and transphobic?
>>
>>85728574
Stormfront (online face of the Klan) set up shop in 4chan in the early 2010s. Then Epstein encouraged Moot to make /pol/ and it became the global headquarters for recruiting low IQ racists to a Mossad-approved version of fascism to allow the corporatists to steal power from the people.

Werewolf Edition

Post vore, discuss vore, don't post things that aren't vore, don't reply to bait, yadda yadda you get it.

Previous Thread: https://desuarchive.org/trash/thread/85728799
Missed some threads?: https://desuarchive.org/trash/search/subject/%2Fvore%2F%20general/
Pastebin: https://rentry.org/vorechangts

QotT: What are your thoughts in ghosts in relation to vore? Tis the season, after all.
>>
>>85808120
repost from 4chan/trash that is, a bunch of them from old scat threads

>be me, 29 yo fembot who only ever had sex with 3 guys (2 bfs 1 hookup), and anonymously sexted with gooners a bunch because i get horny sometimes
>REEEE NOT PURE ENOUGH! YOU ARE SUCH A WHORE! YOU CAN'T PAIRBOND! YOU WILL NEVER GET MARRIED! NO MAN WOULD EVER ACCEPT A ROASTIE
>moids here post pornstars who literally took 50000 dicks
>all the other moids in the replies are like "OMG WHAT A GODDESS I'M IN LOVE I WOULD WIFE HER ASAP WOW I WOULD DIE TO WORSHIP HER FEET"
what causes this double standard? why do you worship prostitutes but i as a normal woman get judged for having a normal sex drive?
>>
>>85729920
no it's the same people, moids on 4chan
>>85729943
what does having had one hookup say about my commitment huh? i was single, horny, i had sex with someone and i moved on. it happens all the time and it's honestly really not that deep. you are really not morally superior to me just because you can't get laid while i can. it's not like i am doing something harmful. you virgins think just because someone had casual sex once, they are literally the same as those who had a hookup 1000 times when it's very much a spectrum. very black and white thinking

Claire store edition
>>25144327
>>
>>25146606
>The welfare bathroom boy can only flirt with 33 years old tortas now
It would be more dignified to just never have sex again but you’re so gay and a abject failure that you have to impress your guy friends on 4chan. Leave these beasts of burden alone you rapist. Anyone that has sex with you feels raped because you’re a uninteresting manchild and they cope with drugs, getting fat, and killing themselves. Fucking disgusting shitstain pedo. Fuck you “Klaus”


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