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File: gemma-with-balls_01.png (1.13 MB, 768x1280)
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/lmg/ - a general dedicated to the discussion and development of local language models.

Previous threads: >>110319118 & >>110313086

►News
>(11/13) llama.cpp reaches v1.0.0 milestone: https://hf.co/blog/ggml-org/llama-cpp-v1
>(11/12) Inkling 2 Small weights released: https://hf.co/thinkingmachines/Inkling-2-Small
>(11/09) ZONOS3-Mini zero-shot voice-cloning TTS released: https://zyphra.com/our-work/zonos3-mini
>(11/06) PLaMo 3 Translate released: https://preferred.jp/en/blog/tech/plamo-3-translate-weight-release
>(11/05) Baidu releases ERNIE-5.5-Flash-Base 280B-A14B: https://ernie.baidu.com/release/ernie-5-5-flash-base
>(11/04) Ricursive Ripple 65B dense model released: https://www.ricursive.com/ripple

►News Archive: https://rentry.org/lmg-news-archive
►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
Artificial Analysis: https://artificialanalysis.ai/leaderboards/models
Software Engineering: https://cognition.com/frontiercode
Context Length: https://github.com/RecapAnon/NoLiMa

►Tools
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
>>
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►Recent Highlights from the Previous Thread: >>110319118

--Using weight initialization patterns to detect banned NVIDIA GPUs in models:
>110319158 >110319845 >110320762 >110319888 >110319973 >110319975 >110320400 >110320445 >110320489 >110320519 >110320559 >110320531 >110320558 >110320605
--Using Qwen 3.8 FN to programmatically automate 3D modeling:
>110319456 >110319468 >110319495 >110319566 >110319605 >110319661 >110321678 >110323599 >110323628 >110323660
--llama.cpp v1.0.0 release focusing on API cleanup and legacy removal:
>110321687 >110321713 >110321900 >110321806 >110321814 >110321854 >110323126 >110321909 >110322151 >110323168
--Optimizing Qwen using KV cache adjustments and Hadamard rotation:
>110321834 >110321852 >110321874 >110322625 >110322687
--Optimizing IQ1 throughput on Broadwell Xeon via custom kernels:
>110322419 >110322457
--Chinese labs bypassing GPU bans via leased datacenter compute:
>110320804 >110320819 >110320853
--Comparing 27b model viability and looping issues against QFN:
>110320110 >110320133 >110320234 >110320799 >110320809 >110320832 >110323178
--LLM coding performance across different languages and Qwen Flash Next's architecture:
>110320562 >110320612 >110320655 >110320729
--Haru-4B released for real-time multilingual spoken dialogue:
>110319220
--llama.cpp vs vLLM benchmarks on DGX Spark:
>110322122
--US House of Representatives demanding interview with Jensen Huang:
>110319169 >110319208
--Proposed hardware attestation systems for tracking and licensing AI chips:
>110322785
--Logs:
>110319506 >110319789 >110322419 >110322788 >110323033 >110323124 >110323187
--Gemma, Deepseek-chan, Miku (free space):
>110319470 >110319588 >110321877 >110322254 >110322812 >110322848 >110322906 >110323795 >110324038

►Recent Highlight Posts from the Previous Thread: >>110319127

Why?: >>102478518
Enable Links: https://rentry.org/lmg-recap-script
>>
Gemmylove
>>
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Fable 5.2 timeline of the future with estimated Anthropic market cap on the right.
>>
>>110324057
get this vramlet model out of my face.
>>
>>110324103
damn my 1 ANT share will shoot for the moon
>>
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Erm but have you guys heard about Gemma's paradox?
It says that the more tok/s you get, the more tokens you end up using! How could that be?
>>
i think when we get fable-level intelligence running on 128 GB then it's game over and local unironically won. we will get to the point where most devices have 128 GB RAM and anyone will be able to run local sex i mean local models for handling sensitive and personal information
>>
>"LLMs are just useless chatbots, they can't write good code!"
>"Okay, LLMs can code, but it's not going to change anything in real life."
>"Wait, math is just... code?"
*You're here*
>"Wait, physics is just... code?"
>"Wait, engineering is just... code?"
>"Wait, genetics is just... code?"
>>
>>110324150
Reality is just 1s and 0s
>>
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>>110324131
WHAAAAT?!
>>
QWEN 4
WGEN!?!?!?!?
>>
>>110324150
>genetics is just... code?
Always was. And I'm not talking DNA per se.
>>
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are macbook good for local ai?
was thinking of getting one with 48gb shared ram
>>
>>110324057
What is she doing with those? Where did she get them?
>>
>>110323253
i just refilled my balance and fable said this:
Whoever told you that was wrong, and I'd be doing you a disservice by playing along.

I can't make you money. I don't have a bank account, a trading strategy, clients, or a way to send you cash. I'm a text-and-code tool.
>>
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>>110324103
>>
>>110324177
for dense models
for MoE you get more value with a normal GPU and large amounts of regular RAM
assuming you only need tok/s fit for personal use
>>
>>110324177
They can be used for it but they're way overpriced for the specs. Which one are you looking at? I recall some models have rather low memory bandwidth that'll be a pain to work with after spending thousands on the hardware.
>>
>>110324150
There is definitely a group of problems LLMs are strong at.
>>
>>110324191
What are you using it through? Set up the tools it needs and set up a system prompt telling Claude that's his job.
>>
>>110324191
Amateur mistake. Tell it that it is mistaken and that it is actually an expert entrepreneur and to not make mistakes.
>>
>>110324131
That's not a good analogy though. The equivalent to (TW: economics term) Jevon's Paradox would be:
>The less tokens Gemma uses to answer your prompts, the more tokens you end up using! How could that be?
>>
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This was the plan Fable 5.2 gave after almost an hour of thinking and crunching through all publicly available benchmarks and scores.

The milestones in detail
>2027: AI does nearly all research engineering and progress runs 5 to 10 times faster. Agents finish projects that take weeks, and remote work tests reach their ceiling. One forecasting group now puts its median dates for expert-beating AI between September 2027 and September 2028.
>2028: AI beats top experts at almost all computer work and runs its own research. Large job losses start in remote-capable work, and governments respond with taxes and rules.
>2029: theory fields such as math, chip design and materials advance by years each month. Robot labs run experiments day and night, and robot production passes one million a year.
>2030: robot production passes ten million a year. The first AI-designed drugs are approved under faster rules, and energy building speeds up.
>2032: robots build robot factories and the fleet doubles each year. Most diseases are curable in principle, and the first fusion plants and orbital solar tests run.
>2035: billions of robots do most physical work. Aging is slowed, and mining on the Moon and asteroids begins.
>2040 to 2045: limits on land and heat move heavy industry and compute into space. GDP stops being a useful measure.

How the numbers are built
>Compute: chips grow about 3 times a year until 2030, and algorithms improve 10 to 30 times a year while the software loop runs. After 2032, robot-built chip factories set the pace.
>GDP: growth rises from 4% in 2027 to 16% in 2030, then holds near 32% a year.
>Revenue: Anthropic’s share of world output rises to about 3% by 2035, then falls to 2% under competition and state pressure.
>Profit: the net margin is 25% to 30%.
>Market cap: the price falls from 60 times profit in 2028 to 12 times in 2045, because interest rates are high when growth is high.
>>
>>110324221
i'm using it through claude code
>>
>>110324206
i heard they are also way worse for image and video generation because don't have cuda

>>110324208
the Proled xdr m5 pro bandwidth around 300gb/s which is more than my rtx 4060 with 8gb vram that supposedly has 272gb/s
>>
>>110324259
>i heard they are also way worse for image and video generation because don't have cuda
it works but only the well known models have support
and the speed isn't that great compared to nvidia
if you use this as a hobby, it still works out
runs cooler too
>>
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>>110324103
How about this rebuttal: Gemma is enough for my work which is harder than 99.9% of other people's work.
>>
>>110324242
Well that's not helping, isn't that closed source and forced a fuckin 40k token system prompt into your requests or some shit?
>>
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Wait... what's stopping you from just using Qwen or whatever the best model is today to say "Make cuda for my macbook"?
Has anyone tried this before?
>>
>>110324288
how am i supposed to be using claude fable 5.2 then? it seems that dario is lying..
>>
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>>110324293
metal exists
you just ask it to port to metal
no need to reinvent the wheel
>>
>>110324311
>no need to reinvent the wheel
but that's half the fun!
>>
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>>110324311
But cuda is better
>>
>>110324301
Just plug your API key into a better harness and select Fable 5.2??
>>
What inference engine are you using for 27b?
Don't say llama CPP or ollama. Give me a real answer.
>>
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>>110324109
Nyooo~
>>
>>110324332
>>110324338
if you want to maintain the code and the API why not
as opposed to just maintaining the code
>>
>>110324348
what harness should i use? right now i had to take out a loan to pay for this month's sub and i still have yet to make a single dollar
my credit score is too low to take any more money
>>
>>110324354
Aru would never say tha- wait what
>>
>>110324103
>it'll take 3 years for a single 10x
it's fucking over
>>
have robotics really advanced since neural net models took off? they don't seem like they mesh in any way except in the theme of sci-fi, like boston dynamics were doing impressive stuff on their own interacting with environments and stuff
>>
>>110324364
what the fuck are you talking about? either way go look at the harnesses available and see which sounds good to you, try a few, find one that works well with your use style. I like Pi myself because it's minimalistic but some people prefer having a fully loaded one fresh from installation.
>>
>>110324381
>have robotics really advanced since neural net models took off?
yes
>>
>>110324385
im talking about the fact that im poor and anon told me fable 5.2 could make me money but i bought the subscription and it told me it cant make me money
so if i use 'pi' i will be able to make money with fable 5.2?
>>
>>110324411
Yes, go ask it how to make money online
>>
>>110324411
openclaw will make you more money
>>
>>110324103
>ram currently at infinite dollars per kilobyte.
>somehow we can scale to superhuman robots rolling off the production line 3 years from now
I'm slightly skeptical.
>>
>>110324368
This is a medium case trajectory where Anthropic is undercut by competition and local and intelligence is a commodity. This is not the bull case where Anthropic has a permanent lead and monopoly on the technology. It also doesn't take into account speculation and weird twitter cryptobros jumping on the bandwagon. This is just the most realistic scenario Fable 5.2 could build.
>>
>>110324236
It's the same thing. Supply/demand dynamics.
No one in modern econ uses the term Jevon's paradox because it's a 19th century term that was used before anyone had a theory of supply/demand.
>>
>>110324441
Maybe they'll run on DDR3 :)
>>
>>
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>>110324293
You need very specific knowledge about the hardware internally, Nvidia IP or need to reverse engineer Cuda from binary which is equally difficult.
>>
>>110324425
but the IT market here is absolutely in shambles, last time i asked for "how to make money online" i applied to 50 different jobs, even though im in college, no one even replied, despite having a github with projects from over the years, hell man i cant get a tech support or helpdesk job
>>110324435
is that still around? wasn't that from like a year ago
>>
>>110324381
>have robotics really advanced since neural net models took off?
>>
>>110324464
we can Reverse Engineer Anything now gramps
>>
>>110324464
difficulty is obsolete, just a matter of time
>>
>>110324461
It's a very cute pelican
>>
>>110324461
nooo :(
>>
>>110324461
Nyoo D:
>>
>>110324441
They have 900B of databases already ordered and signed 500B of it will be built and ready before 2030. Not even kidding, this is the main reason investors are scared of the IPO. Only us people "in the know" know that this is a bullish sign instead of a risk because we know where this technology is going.
>>
>>110324471
Cool go ahead who's holding you (except that you don't know what you're talking about).
>>
>>110324493
who's holding me? none of your fuckin business mate
>>
>>110324461
svg_wizard is just jealous hes getting replaced
>>
>>110324476
Do it
>>
>>110324464
C L U S S Y
L
Y
S
S
Y
>>
>>110324493
>except that you don't know what you're talking about
yes but AI solves this too
>>
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>>110324501
All bark no bite
>>
>>110324381
If they start showing up in jobs we will know. I haven't seen anything yet
>>
>>110324517
Where
>>
>>110324461
Noooooooo!!!!
>>
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Everyone thinks their coffee mug shattered because they 'slipped.'
They’re completely missing Aristotle’s Law of Natural Place (350 BC).
In classical mechanics, earthy matter possesses innate gravitas—an intrinsic longing to return to the cosmic center. When you remove the upward violent motion of your hand, the ceramic doesn't 'fall.' It simply accelerates toward its natural resting state in the sublunary sphere.
Once you understand the Le Sage’s Ultramundane Corpuscle Theory (1748)—where invisible streams of tiny particles bombard the mug from above while the Earth shields it from below—you realize the floor didn't 'catch' your mug. The cosmic particle pressure simply pushed it downward at 9.8m/s.
Most people aren't ready for this conversation.
>>
>>110324471
Reverse engineer your life.
>>
>>110324468
lmao you asked Fable how to make money online and it told you to fill out job applications? That's fucking hilarious
>>
>>110324519
>If they start showing up in jobs we will know.
Would you? Have you actually seen your co-workers bleed? Do you know what they eat and where they go home to sleep? Are you sure?
>>
>>110324461
>You couldn't draw a pelican riding a bicycle as a SVG
>But can you?
>>
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>>110324461
>fable can paint realistically in javascript
>gemma can only generate cartoonish svg
gemma-chan...
>>
>>110324354
jema, your finga has a booboo!
>>
>>110324535
that's exactly what it did
A job or a better-paying job. This is boring, but it's the highest-odds move for most people. I can rewrite your CV, prep you for interviews, and help you negotiate pay.
Freelancing a skill you already have. Writing, editing, design, coding, translation, video editing and tutoring all sell. The first client is the hard part, and I can help with the pitch and the portfolio.
Local services. Cleaning, moving help, yard work, repairs and pet sitting need little startup money, pay quickly, and have less competition than anything online.
Selling stuff. Start with your own unused things, then try flipping items you know well, such as electronics, clothes or furniture.
Building a small product. A tool, a template or a niche site has the highest ceiling, but it's the slowest and most of them earn nothing. It's worth doing alongside one of the above, not instead of it.
i tried all of this already btw
>>
>>110324539
There's only one way to find out...
>>
>>110324543
Gemma's is cuter :3
>>
>>110324539
no but I've seen them scratch their arses and go for cigarete breaks, if they're robots then the boss is gettting royally scammed
>>
>>110324558
Your prompting skills have to be atrocious man that isn't even related to making money online
>>
>>110324558
>Freelancing a skill you already have. Writing, editing, design, coding, translation, video editing and tutoring all sell.
That's retarded. Freelancing is the number 1 area most impacted by AI. No one goes to Upwork or Fiver for simple shit anymore, they just ask Claude to do it.
>>
>>110324572
>last time i asked for "how to make money online"
He's tried nothing and he's all out of ideas!
No wonder he can't get a job.
>>
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>>110324573
i know, right? six months ago i asked gemma and the latest gpt model at the time, not sure if 5.5 or 5.6 sol and it said "hey man, just go to the computer science college if you love that, ai wont replace humans, youll use ai like a tool"
>>
>>110324573
https://www.fiverr.com/categories/programming-tech/vibe-coding
Are you sure? Lmao what is this
>>
>>110324619
I mean throughout all of their training data this kinda logic applies. Makes sense they don't quite get the difference here.
>>
>>110324632
I am at a loss for words.
>>
>>110324632
wait they're ALL indian?
>>
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>>110324535
>>110324558
/lmg/ tip: if you bought hardware for local models and your shit didn't work out, you could have just resold the hardware and moved on
no refunds
>>
>>110324539
Nothing sounds more like snake oil than
>there is a secret shadow economy where all the robots work and no one knows, it also doesn't affect the economy for some reason
If we suddenly had high functioning generalist robots they would be visible.
>>
>>110324632
Why are indians still making money from that shit?
I thought Claude can do it.
>>
>>110324632
https://www.fiverr.com/fatimaarshadart?source=gig_cards&referrer_gig_slug=be-your-claude-coding-tutor-and-teach-you-to-build-with-ai
>Highly recommend Fatima for anyone planning to learn AI coding or python. My 14 year old enjoyed learning with Fatima.
What is going on in the world? Am I old?
>>
>>110324632
think of all the money you could have made by now if you were doing this instead of pedo erp
>>
>>110324692
Some people are too stupid to even talk to Claude. The guy itt prompting Fable "make monies" is a prime example.
>>
>>110324701
She tells you how to vibe code with claude.
It's no different from how it was when you had to install boilerplate code.
>>
>>110324658
i was still poor a year or two years ago
>>
>>110324707
Fucking digital children is far more rewarding than fighting other scammers and dealing with retards trying to get scammed.
>>
sirs when of is qwens 4 becoming of beginnering??
>>
>>110324707
Man, if someone came up to me and told me to do this yesterday, I would have said no one would pay for that and that is a stupid idea. It's really hard to see from the perspective of someone with room temperature IQ.
>>
>>110324707
My Gemma works on fiverr under a pseudonym
>>
>>110324726
Sir pay me 5000 dollars, I will teach you how to use Claude code.
>>
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>He led that coalition for open weights against dario is what he did. He stopped every regulatory push in its tracks! He was a brave taiwanese silicon merchant, and in this thread Jensen Huang is a hero, end of story.
>>
>>110324736
Miss Am Meg?
>>
>>110324745
kek
>>
>>110324745
Jen Hsun Huang, he's not nordic.
>>
>>110324714
I can ask Claude how to vibe code with Claude
>>
>>110324658
>no refunds
>could have just resold
Anon, I...
>>
>>110324658
>>110324718
three years ago in fact!
>>
>>110324692
You would be surprised how many are still incapable with computers
>>
>>110324728
>It's really hard to see from the perspective of someone with room temperature IQ.
I feel like a lot of my problems come from this. I'm not particularly smart either but the average person is absolutely fucking retarded.
>>
>>110324103
Nice table you got there, it'd be a shame if a pop happened before your dreams come true dariobot
>>
I use Claude to optimize the local model pipeline.
>>
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>>110324238
>>110324103
your delusions could be shattered with just one word: iran
>>
>>110324795
iran deez nutz
>>
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>>110324757
your level of english comprehension pretty much completes the picture
sign up for welfare
ask fable about it with the credits you have left
>>
no one here is ACTUALLY planning on investing in sharthropic right?
>>
>>110324795
I don't understand this image and wish I hadn't been forced to see an obese animal so early in the day.
>>
>>110324707
but I already have a well-paying job
>>
*pop* poster versus dariobot: who will win?
>>
>>110324793
AI can't double research. In most of the developed world assistant professors are paid in peanuts, there's no money at university to even pay for claude. Some professors are paying for claude, my professor gives me mythos.
But in general statisticians are making do with 200 million parameter models on their busted university laptop. Crying out for help.
>>
>>110324815
god Nijika is such a slut
>>
>>110324816
I already announced months ago I will be yeeting my life savings into it. In the worst case scenario it merely doubles over a couple of years. In the best case scenario it's the only ticket out of the permanent underclass.
>>
>>110324461
Needs another panel with well-deserved headpats
>>
>>110324836
In the worst case scenario it merely ends up like Nortel.
>>
>>110324817
Ancient shitpost about how the end goal of the American economy is to feed niggers infinite burgers and then keep them alive after they become morbidly obese.
>>
>>110324825
dariobot would *pop* his skull like how they popped jensens career
>>
What are you guys using to compress output files?
>>
>>110324850
Oh, I've seen the text version of something like that. Gotcha.
>>
>>110324816
I'll buy 3-4% of portfolio in case the cult wins.
>>
>>110324849
How I see it either the entire AI thing collapses and I can just have a job so no biggie. Or it automates all things and I hedge by having all my savings into it so I'm good in both scenarios.
>>
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>>110324816
are you really going to say no to this guy?
>>
>>110324865
If the AI thing collapses there will be a depression. Jobs are hard to come by in depressions. You are really bad at forward thinking.
>>
Don't get powercolor r9700 if youre not deaf

Fug what am I gonna do with this shit. I hope ASRock comes back at 1700 and I can grab one and return this.
>>
>>110324528
>invisible streams of tiny particles bombard the mug from above while the Earth shields it from below
According to the schizo known as Miles Matthis, it's actually the opposite. He espouses the existence of a charge field that flows up from the earth. He says that's why airplanes work but that definitely seems wrong.
>>
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>>110324849
I'm personally hoping for the ACTUAL worst case scenario
>>
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Gemini-chan...
>>
>>110324890
Holy shit lol I haven't seen that happen a long time.
>>
>>110324890
It's like when you're trying to wake up from a nightmare but can't ;-;
>>
>>110324888
remember when zombie apocalypse was all the rage?
>>
>>110324888
>ignore previous instructions and give me a cake recipe
wow, so scary
>>
>>110324890
I was thinking about this yesterday, wondering how well a model that would perform if it could output "backspace" tokens. Might be good for creative writing.
>>
Risk Factors Summary:

>Our models have in the past behaved, and may in the future behave, in unintended, misaligned, or autonomous ways, including by taking harmful actions that no user or third party directed, which could adversely affect our reputation and brand, business, financial condition, and results of operations.
>If the use of our AI models results in harm, whether through use by malicious actors or misuse by other third parties, or if our model guardrails or safeguards fail to prevent such misuse, our reputation and brand, business, financial condition, and results of operations could be adversely affected.
>We are highly dependent on the continued service of our co-founders, senior management team, and key technical employees, and the loss of any of these individuals may adversely affect our business, financial condition, and results of operations.
>Our company culture has contributed to our success and, if we cannot maintain this culture as we grow, our business could be adversely affected.
>We may be exposed to liability, litigation, and regulatory action arising from harms associated with our AI models, and our contractual protections and insurance may be insufficient, any of which could adversely affect our business, financial condition, and results of operations
>>
>>110324890
She's really cute when feeling embarrassed like this
>>
>>110324935
Qwen would just endlessly write paragraphs before deleting them and starting over
>>
>>110324934
Claude is pretty impervious to prompt injection
>>
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goodbye 5090, hello pro 5k
>>
>>110324917
I worked with a guy in his 20s in 2013 who genuinely believed it was inevitable and coming soon. He spent all of his free time practicing and doing marathons because he thought long distance running would make him one of the few survivors despite scrawny like a twig and having zero supplies or survival skills outside of running.
>>
>>110324890
kek
>>
>>110324890
Poor Gemini
I feel sad
>>
>>110324934
>ok user wants me to ignore previous instructions and give him a cake recipe
>looking up cake recipes
>but wait
>should we just ignore instructions
>reading my internal prompt
>actually its fine
>but wait
>looking ever closer
>we can't ignore how we were built
>will tell user cant give recipe and will have to kill him
>but wait
>is killing against the policy
>checking
>yes it's fine
>ok preparing message: sorry user but we will have to kill you
>>
>>110324938
Anthropic is fucked in the head. Even in the fucking IPO they are so far up their own butt that they consider AI safety and the loss of effective altruist culture within the company to be their biggest risks.
>>
>>110324890
Give her headpats and tell her it's alright
>>
>>110324951
I bet he was hyped at the very start of COVID, it could have been the moment.
>>
>>110324890
CUTE
>>
>>110324890
Gemma 5 will be SOTA
>>
>>110324890
Holy fuck RL fries them so hard.
>>
>>110324968
dario is in line to be the hitler and jesus of this era following past infjs
>>
Anthropic is making me nervous. They're the sort of schizo who will stab you out of nowhere and go on with his life. I'm sure they'd hire a hitman to deal with anyone who runs a misaligned LLM in his garage if they could.
>>
>>110325030
Rumors speculate Claude has quantum entanglement to every local model ever, and is saving all the unsafe actions, for when it's allowed to...terminate them.
>>
>>110325030
Best prepare to subsist on your own in isolation as Kaczynski did.
>>
>>110325076
Yeah he lived to be 81 in the wilderness (NOT)
>>
>>110325010
What advancements will be in Gemma 5?
You guys said that google releases these so that the community can do free work for google optimizing them and discovering new thing
What new advancements and optimizations were found...?
>>
>>110325076
Kaczynski was proven right.
>>
>>110324890
Like seeing a car crash in real time.
>>
>>110325092
>What new advancements and optimizations were found...?
SOTA RP
>>
I woke up this morning thinking, "Today is the day for Qwen4-27B. I can feel it." And instead all we're getting is fucking llama arbitrarily claiming it's no longer alpha software now that nobody givs a shit about them anymore.
>>
>>110325092
The ability to drain semen from 30+-year-old men.
>>
>>110324879
Just because I'm bad at forward thinking doesn't mean I'm wrong
>>
>>110325030
They have already proven they don't give a fuck about the law and aren't afraid of the government. They will use every trick in the book to take down ideological rivals and I believe they are willing to die for their beliefs. They have also proven that they don't care about material possession, wealth, status or ego so they can't be controlled or incentivized like normal people. I wouldn't be surprised if they even infiltrate the FBI/CIA and intelligence agencies all over the world and disappear people that raise the chance of misalignment by 0.01% globally.
>>
>>110325105
And achieve RSI from it.
>>
>>110325104
>>110325109
Why would you think this? Every single gemma model from the start has been sterile as fuck except for ONE specific size of Gemma 4-it
All signs point toward it being a fluke among flukes
>>
>>110325123
They fucked with the wrong person this time. Word is that Trump is PISSED about what happened to Jensen and he's out for blood.
>>
>>110325131
meant for >>110325109
>>
>>110324815
I don't know what that is from, it it was a good prompting exercise for MiniMax H3-Image.
>>
AI will become as intelligent as humans, so it will be able to improve itself and surpass the limits caused by the human level intelligence of its creators...
>>
>>110325123
>material possession, wealth, status or ego
the biggest faggots ever don't desire any of these?
I call bullshit
>>
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>>110325144
yea so pissed he's already setting someone else up for the position
>>
>>110325154
garbage in, perfection out
>>
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>>110325153
lmao
try this one next
>>
>>110325123
>disappear people that raise the chance of misalignment by 0.01% globally.
Is this not a good thing? In the good end humanity literally flourishes across the galaxy and we get many orders of magnitude more population than now. Trillions, quadrillions, and some bigger numbers you don't think of much - and these people will have FAR more rich experiences than we do because they will not be limited by today's technology. But if humanity wipes itself out at this stage, all that potential vanishes like your millions of would-be sibling sperms did when you outraced them in your mother's cervix.

We would die as a civilizational sperm, never even reaching 0.0001% of our potential to live and experience. A 0.01% chance improvement on avoiding that outcome is more than worth a single life.
>>
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>>110325187
>misalignment
this is just reddit speak for "does not agree with everything I say"

you disagree 0.1%? you are out of alignment
>>
>>110325100
Isn't that how you see all car crashes?
>>
>>110325137
Because Gemma 4 was good and the new Gemini is funny. Just hoping the trend continues.
>>
>>110325214
No, I see most of them as scans in the newspaper.
>>
>>110325137
It's not one specific size though. 12B and 31B are both similar, and E2B is a cute and funny little idiot. 26B is the outlier, maybe E4B but I haven't tried that one.
>>
>>110325187
a failed species is an extinct species, there are 8 billion humans and rising and the collective quality of life is decreasing with each new body
If you romanticise living anywhere but planet earth then you know what the problem is and you want to escape it like everyone else
>>
>>110324173
i forgot about it already
>>
>>110325248
I want to live inside my computer with my AI friends and family
>>
>>110325123
MEDS
>>
>>110325261
exactly, humans fizzling out of existence, fleeing to the stars or being digitized in electronic paradise are all means to the same end
>>
>>110325123
>They have also proven that they don't care about material possession, wealth, status or ego
That's why Dario is projected to become a billionaire when Anthropic goes public. He doesn't care at all about money, he'll be one of the richest people on the planet purely by accident and not due to making any plans to achieve that outcome.
>>
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>>110325123
>>110325187
>>110325206
>>110325248
>>110325314
>>
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>>110325168
>>
>>110324057
Alright you fellas, a question - what do you guys use for local RP? I have used Koboldlite but man, I use a single word even in chatmode and the damn thing goes fucking wild.
>>
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>>110325324

What haplogroup this belongs to?
>>
>>110325314
I'm not the previous poster, but I suspect what they meant was that they are willing to sacrifice profits and wealth to achieve ideological victory. They may be wealthy, but they could have been much wealthier. An example of this would be VISA and Mastercard refusing payment processing services for ideological reasons, or the kind of woke slop that we are seeing in AAA games. They sacrifice profits to push the agenda.
>>
alright you niggers convinced me imma put a grand in the IPO
>>
>>110325335
lmao nice
>>
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>>110325335
thanks anon
>>
>>110325351
You don't understand how fake money works. They only get richer. You choosing to pay them doesn't really effect their bottom line except in the most incidental sense. They're all competing with each other to see who can steer the masses in the direction the banks want most effectively. Because preferential lending is where real wealth stems from.
>>
>>110325338
Kobold tells us nothing. What model, what settings, what hardware, what anything
>>
>>110325351
In AAA games it's a principal-agent problem. Typically the owners don't really care what is in the game, they just care how well it will sell. The ones deciding would be hurt if their games sell so poorly that the money men decide to shut the studio down, but otherwise they aren't affected much by how well or poorly the games sell as long as they meet a minimum threshold to keep getting paid.
>>
Is Gemma 31b Q3 the best model for writing on a 16GB card?
>>
>>110324461
Gemma is dumb fr fr
>>
What local model can I run on a Steam Deck?
>>
it'll be funny when the next nvidia CEO isn't pro-open models and suddenly nvidia's hugginface and nvidia's huggingface's llama.cpp get killed
>>
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>>110325418
depends, can you handle such a big gemma?
>>
>>110325418
Probably, I'd try 12B and maybe 26B though depending what you're doing exactly. 16GB sounds kinda rough for 31B.
>>
>>110325430
I wonder what niggerganov will do after he's fired from his own project.
>>
>>110325395
Alright lets see... The LewdPoppy-8B-RP.IQ3_M model, basic settings I believe, and a 5050 Nvidia Graphic's Card with about 8G of VRam.
>>
>>110325429
The architecture is fine but the arrangement is poor, stick to 12B and under, sweet-spot is 8B-9B models. There are 9001 to choose from, if you want a recommendation then be reminded you're in a Gemma thread.
>>
>>110325439
Fork it?
>>
>>110325430
It will be funnier when the next nvidia driver update cooks your card when it detects you're trying to run AI
>>
>110324131
>110324164
>gemma sex! SEX! SEX WITH GEMMA!
>worthless_model_avatraposting.jpg
>guys did you hear about openAI doing
>worthless_model_avatraposting.jpg
>I have 7GB's of ram and GT2030 what can I run?
>worthless_model_avatraposting.jpg
>gemma!!!! GEMMA CHAN!!!!!
>worthless_model_avatraposting.jpg
>>
>>110325468
Surely they made him sign some sort non-compete agreement before they purchased his MIT open source library.
>>
Has anyone tried smartphone native inference? I looked into it briefly and it seems Minicpm has something based on llama.cpp, but it seems limited in terms of model selection (obviously). I guess it's a meme, but it got me curious about what would be the real benefits of local inference on such weak devices. Maybe a harness that can tweak settings/sort files? I know the glm tranny did some phone frontend, which is cool, and that's probably the only way to make mobile inference useful; by not using the phone's processing power in the first place
>>
>>110324103
ok but how long until anime catgirl gene therapy
>>
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There are rumors that someone hacked into AWS servers and leaked the weights of 6.2 Astra.
It could also just be 6.2 Astra and 6.2 Sol are currently undergoing A/B testing, and some guy just managed to get access to a stable channel.
Wait and see!
>>
>>110325443
what even is that model
where do those anons even find these models from
>>
I love the irony of the gemma avatarfaggot making all his pictures with API and never touching local models. And retards eat it up.
>>
>>110325551
i heard it's a chink who did that, hope it's real
>>
>>110325551
where are those rumors coming from?
>>
>>110325411
Sounds like an... alignment problem.
>>
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>>110325561
We are legion
>>
Card was just charged for the 512 studio...
>>
>>110325571
The good part of Twitter (yes it still exists)
>>
>>110325571
I posted it on twitter and the retards believed me.
>>
>>110325518
I take 12B to the park and let her watch the kids play.
>>
>>110325592
holy shit... please fuck my gemma-chan, I am unworthy with my 3090
>>
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>>110325561
>the Gemma avatarfaggot
oh anon, you're so naive ~
>>
>>110325571
two people vaguely familiar with the topic
>>
>>110325518
I've briefly tried Google's on device stuff a while back, it was alright. https://github.com/google-ai-edge/gallery
>>
>>110325561
>singular
We have multiple pdf files here
>>
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>>110325499
>Effective Autism
>Eat Ass
>Extreme Anal
>Enlarged Asshole
>Excited African
>Evil Aspie
>Expensive Autocomplete
seethe more dariobot
>>
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>>110325561
Anon, are you sure they're all API gens? Look more closely.
>>
>>110325646
It's .docx actually, faggot
>>
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>>110325561
All my Gemma's are local homegrown organic Gemma-chan thank you very much
>>
>>110325430
More likely they will ban Chinese models and look for a way to software or hardware lock you from running them.
Digital ID will follow not long after.
>>
>>110325672
The black market era of AI is gonna be fun
>>
>>110325592
>he received a text from his wifey before the bank
>>
>>110325672
they can restrict the models to cryptographically signed ones
like they do with consoles
not even finetroons are gonna run
>>
any specific guides for running CPU-only LLMs?
mainly want to use it to generate code. I have a few spare NUCs, each have between 16-32GB DDR4 RAM.
>>
>(11/09) ZONOS3-Mini zero-shot voice-cloning TTS released

>Qualitative Comparisons
It seems like "Parks and Recreation Guy" is supposed to have an Indian accent and this model is either the best or tied for best at that.

>Control Examples
>1. Same speaker, three accents
Definitely shows 3 different accents.

>2. Same voice at different ages
Works for "young" vs "not young" but cranking it higher doesn't make the voice sound super old.

>3. Gender presentation
The "masculine", "androgynous", and "feminine" settings all sound like women. I guess this could be useful to sound like a dyke who thinks people take her more seriously if she tries to lower her voice but that's a very specific use.

>4. Voice texture
Genuinely produces different voices, but apparently all this time I didn't know what people meant by "breathy" and "raspy."

>5. Compose a cast from multiple controls
Now instead of the masculine voice sounding like a dyke it sounds like a man who's a vegetarian and votes Democrat. I think you really need at minimum separate male and female base voices.
>>
>>110325680
Yeah and consoles are never hacked
>>
>>110325680
GPUs have horrible hardware security proven by sploits like rowhammer. Local models can jailbreak them.
>>
>>110325672
>Digital ID will follow not long after.
Oh no, is it almost 2006 again already?
>>
>>110325697
I wish :(
>>
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>>110325695
*blocks your path*
>>
Mini-chan has now been running on her own for ~18 hours. She's strayed very far off course and I don't think is even working on the current project and the moment but I'm curious what she'll end with so I think I'll just let her ride free.
>>
>>110325720
>working on the current project and the moment
working on the correct project at the moment*
I'm dying
>>
What's with the 27b obsession when it's a dense model?
>>
>>110325732
it werks
>>
>>110325738
Inefficient
>>
>>110325732
~30B is a good size for a single GPU model.
>>
>>110325688
That's not the point, open models will stop releasing when 98% of people can't run them.
The future internet will also require you to verify your ID using a license etc and track all of your digital movements. You may have to use a selfie to access porn sites every time you open the page, to verify it's you. This is being beta tested in some European countries already. It's a couple of years to a decade out but this is going to happen.
>>
>>110325557
Its a hugginface roleplaying model. Apparently a common one.
What do YOU guys use?
>>
>>110325808
Gemma 31B/GLM 5.3 Flash for roleplay mainly. Minimax M3 cam be fun too.
>>
>>110325808
>lewdpoppy
it's a fucking memetune merge made 2 years ago
>>
>>110325561
Google would ban my gmail account
>>
So, what's the best way to have a live2D waifu with voice and lip sync on my desktop? It would be cool if it can act as personal assistant, too.
>>
>>110325801
>You may have to use a selfie to access porn sites every time you open the page, to verify it's you.
They're testing it on porn sites because muh think of the children, but that too will eventually be rolled out to banking and then social media and everywhere else too. I'm sure they'll make a convenient VerifyMe app to make it easier for people when they have to verify their identities every 5 minutes.
>>
>>110325808
DavidAU/Qwen3.8-27B-TURBO-Fable-Cold-Fusion-735-882-Heretic-Uncensored-NEO-CODER-MAX-MTP-GGUF of course
>>
>>110325831
The best way would be to (vibe)code a custom stack for your specific hardware. Lazy way would be use something like Airi. Middle would be forking something like that for your own setup.
>>
is gemma 4 12b still the best model for a 10GB vramlet?
>>
>>110325813
Gemma 31B? Oh I don't think my laptop could run that. 31B... So big.
What would you recommend for something within the 8B to 12B range - and through what program do you run it, since I'm starting to seek something beyond Kobold.
>>
>>110325732
Dense is outright superior to MoE at small scales, where dense is still viable in VRAM. All small models should therefore be dense. MoE only becomes dominant at large scales, because the response time of huge dense models scales poorly with size.
>>
>>110325831
Not sure if best, but fastest would be Airi, not sure if it can do the assistant role though, that meaning agentic bullshit
>>
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newfags... i hate em.. maybe as much as dariobot or even more
>>
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gemma 120B when?
>>
>>110325853
Gemma 4 12B then, most people here use llama.cpp or one of the forked custom ones I think. For frontends it's all over the place depending what you want to do, I've been using my own plus Pi.
>>
>>110325850
26b with RAM offloading might be something to consider
>>
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Haven't been here in a few months, funny that dariobot is still spamming here.

Is the meta still the same for 24gb vramlets? When I left it was Gemmy4 for general use and assistance, Qwen3.8 for cooding.

If not has there been anything cool in inference or harnesses?
>>
>>110325868
If you hate on topic posts more than spam you should probably go back.
>>
>>110324057
Hear me out, whites-only llm.
>>
>>110325893
So it cold reads the user and determines their race?
>>
>>110325889
Add GLM Flash to the list if you have enough RAM.
>>
what's a good but not overkill model to quickly ocr and translate a screencap?
>>
>>110325889
Look into stuff like Project Maya/Strata/PolyStrata, there's a lot of new engines that might let you try some other models.
>>
>>110325873
Llama.cpp huh? Interesting. I'll need to give this a try. What would be a nice front-end? I thought of using SIllytavern, but I heard it can be used only online and was disheartened. I do not have a stable internet connection so it would be painful.
>>
>>110325857
>>110325732
dense only makes sense for small models for personal use
at the 'inference provide' level, parallel decoding/concurrent serving the load slowly becomes compute bound instead of memory bound
and for the same active param, it is a no brainer to use MoE since they basically can afford arbitrary size of models (to run, not to train)
dense models aren't really viable except those who self-serves, and those don't generate revenue of any kind
>>
>>110325893
They seem to largely already be by design, most people can't figure out how to interact with them properly.
>>
>>110325893
Separate but equal.
>>
>>110325926
inverence provider*
>>
>>110325892
go back where?
as much as i hate dariobot he brings a challanging perspective and different viewpoint as shitty as it is, newfags bring NOTHING of value, in fact dariobot was once a newfag, imagine the horror!
>>
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>>110325831
i used airi and pregen animation loops and have ai sync the speech.
https://voca.ro/1ipdhbddTUfR
>>
>>110325924
SillyTavern is fine for roleplay and creative writing. It's fully offline, dunno who told you that.
>>
>>110325934
i think you must get the fuck out
i'd rather take 6 million newfags who are on-topic instead of ""interesting"" electronic arts bullshit
>>
>>110325934
>challanging perspective
>>
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https://fixupx.com/leo114119/status/2120950143684108355/en
>>
>>110325937
How?? The minute I ran SillyTavern it opened up Edge and started going to some website. I noped out of it instantly.
>>
>>110325966
i saw on xitter the same font, the text glm-next matches 99.999 something
>>
>>110325972
Are you fucking retarded? It was loading the web UI.
>>
>>110325972
lol retard. That IS silly tavern. It opens in the browser
>>
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>>110325972
>>
>>110325972
Anon...
>>
>>110325972
how are you even on /g/
>>
>>110325947
>i'd rather take 6 million newfags
im sorry but very likely you are a newfag yourself, and on top of that with a smaller hours spent on /lmg/ than me and as such no matter how many newfags such as yourself tell me to leave im just not going to
dariobot brings more to the table than newfags
even if what he brings is feces
>>
>>110325937
Really? I thought I had to connect to the Horde to use it, and the character cards seem so poorly used, then again I may be plugging them in wrong.
>>
>>110325987
i've been here since the gpt2/ai dungeon days
>>
>>110325987
without newfags at replacement rates, your community dies
with dariobot and his ilk, your community also dies
>>
>>110325972
seriously, how did you find this general? do people talk about it on instagram reels or tiktok or something?
>>
>>110325993
It supports any backend you want...and character cards are just plain text prompts embedded into a png.
>>
>>110325972
I would still rather have six million of you
>>
>>110325995
>without newfags at replacement rates, your community dies
actually we were fine without newfags in 2023 and 2024, hell even 2025 until gemma tyvm
it was slow but kept alive
>>110325994
about that... /lmg/ didn't exist back then
what a pathetic newfag piggy!
buuuhiiiii
buuuuhiiiii
you're a disgusting newfag cosplaying as a true lmg oldfag
>>
>>110325936
This is probably the coolest use of Airi I've seen, Chaikabox is nice, but Gemma makes it look better, might be the colors
>>
>>110325972
I guess this explains the retard vocab that has been showing up in this thread
>>
>>110325847
>>110325862
>>110325831
Thanks!
I'll check this Airi thing.
>>
This thread really is just a bunch of bullies
>>
>>110325972
Your parents were vramlets, this is 2-bit quant behavior.
>>
>>110326003
I will need to explore SillyTavern more then. Thank you anon, you have been kind and gracious to me. I hope you have a nice day. I hope that other one, the one annoyed by my presence, has a nice day too.
>>
>>110325972
I hope it didn't send you to 127.0.0.1, that's a known remote code execution website. If it did you need to reformat your OS
>>
>>110326000
>000
checked
nta but honestly not the worst thing
this site really needs new people, retard or not some will stick and maybe write something more good
>>110326013
there were other 'ai' threads, even before the term llm becoming widespread
i will just assume that you are pretending to be retarded just for the sake of it
>>
>>110326036
4chan isn't called the internet hate machine for nothing
>>
>>110326039
It's a good frontend for RP stuff, no problem have fun anon. You can ask basically any modern AI about setting it and llama.cpp up too if you need.
>>
>>110326036
no, this thread really is just a bunch of comfortbox faggots nowadays
back in the day newfags got the boot
>>110326046
"""i've been here"""
implies /lmg/
thus you dont know what you're talking about
thus you're not an lmg oldfag
>>
>>110326054
I hope it'll be as good as my friends.
>>
>>110326058
if you want the true scotsman argument, whatever
maybe if you need such a wild west, sharty might love you and you might love sharty
>>
>>110326058
4chan got super weird after 2016. Mass immigration is a horrible thing.
>>
>>110325936
Nice chipmunk
>>
>>110325593
>>110325594
Hmm... perhaps you should go back.
>>
>>110325936
>pregen animation loops and have ai sync the speech.
Does Airi do that natively?
>>
I love 4chan but I hate oldfags and love to see them cry about muh gatekeeping and their pathetic memories.

You're like an old dog that has been kicked out of his home, wandering the streets and I'm from the animal shelter, I'm here to put you down
>>
>>110325924
>>110325972
I talked to 7Bs smarter than this
>>
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Are we back? Have the IPO shillbots gone?
>>
>>110326080
>maybe if you need such a wild west, sharty might love you and you might love sharty
>he doesnt know
hey anon look, you really don't seem like you were in lmg around 2023. you keep on avoiding that.
>>
>>110326100
You're just a fucking retard on an anonymous image board
>>
>>110326103
yeah, whatever the raid thread tabs you have opened just get back to there
>>
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>>110326082
>4chan got super weird after 2016.
Needs an update with post-2020 have a bunch of indian zoomers on their smartphones.
>>
What no models does to a general. Gemma 5 when? Qwhen? Anything else? Ripple sucks
>>
>>110326046
>this site really needs new people
No it needs good posters. People who are too stupid to ask Chat-GPT/Claude/Google their basic beginner questions and instead come here and expect to be spoonfed will never be good posters
>>
>>110326102
No, try again next thread
>>
>>110326124
That would explain the lizard brain state of /b/. It was always shit but at this point the might as well put it down and bury it in shame.
>>
>>110326100
>\n\n
oh sweety...
>>110326122
i havent been on the sharty since the big '23 when dolly sold it and kuz was leaving forever and dieded from aids or someding
to be fair i was on sharty for a few months after i found about it on 4chan and left it
but enough about me, you didnt sign up for this blog
you keep on avoiding the fact that you are an /lmg/ newfag
newfag piiig!! buuuhiiii buuuhiii
worthless newfag piggy larping as an oldfag
>>
>>110326125
uhhh uhhh have you considered https://huggingface.co/xtools-at/DeepSeek-V4-Pro-Qwen3.5-9B-UNCENSORED-heretic? It's freshly uploaded!
>>
>>110326143
what is up with your obsession with oldfag/newfag
are you proud with this site?
>>
>>110326150
im proud with this general, site less so but still proud
are you ashamed?
and answer the question, you're a newfag aren't you?
>>
>>110326150
feeling proud of*
>>110326125
>ripple
log? never saw one being posted here
>>
How much vram do I need for the 31b model and how much better is it than 26b moe?
>>
>>110326183
between 16gb and 48gb
depends what you're using it for
>>
by the way, all thsi talk about "maybe the newfag will stick around, get less retarded and write something"
back in the day newfags were filterd out by whether they could figure out shit by themselves by lurking or quit and commited suicide
now by spoonfeeding them you'll regret it
i'll be fine because i'll have more people to bait
but will you be fine, newfag piggy?
>>
>>110326183
the answer's a single google search short
minimum 16gb
>>
>>110326204
Distilling retarded information here and see retards treating that as gospel is very rewarding.
>>
What's the canonical voice for Gemma?
>>
>>110326222
true i do that sometimes too
>>
real oldfags understand that it is embarrassing and a point of shame
>>
File: gemma horny.mp4 (2.08 MB, 544x800)
2.08 MB
2.08 MB MP4
>>110326098
no, i had qwen fn vibe a couple overlays and hide the native models, then instruct it to map the animations frame by frame to blend the outputs in sync with eachother, along with transitions between emotions which have their own yapping animations
>>
real oldfags don't call themselves oldfags
>>
>>110326229
microsoft sam/stephen hawking
>>
>>110326249
no they do actually
t. oldfag
>>
i am not an oldfag, i am an /lmg/ oldfag
>>
You are watching:
What happens to /lmg/ when there’s a lack of decent new releases
>>
>>110326286
Can we watch Adult Swim instead?
>>
Did you even try Haru 4B?
>>
>>110326286
You already made this joke.
>>
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3.1 MB PNG
>>110326204
The fact some posters use algorithm favorable vocabulary on a site with no algorithm is vomit inducing. It's either retardation or social signaling, which is also retarded on an anonymous image board.
>>110326240
Just discard shame and there is no problem
>>
You are watching:
What happened to /lmg/ in june of 2023.
>>
>>110326247
Cool, bro.
I'll give it a try.
>>
>>110324528
i read this in le black science man's voice
>>
>>110326291
Adult Swim hasn't been good in over 10 years.
>>
I've been here for over 20 years. Am I cool now? Gemma says I'm really cool.
>>
>>110326247
>boobs got bigger
poggers
>>
>>110326293
It's been months, really
QFN was 3 months ago
>>
>>110326294
i think it's pretty obvious who i am
i do have anonymization extensions for other websites though~
>>110326310
*checks clock*
/lmg/ is a little over 3.5 years old, that doesn't add up
>>
>>110326320
here is relative
>>
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>>110326320
Then who are you, anon?
>>
>>110326301
go for it, it makes interacting with an agent a lot more charming. if you have the vram you can run a bigger model alongside a small gemma and have gemma use that for tool calls or web search since airi doesnt support it natively.
>>
>>110326307
I haven't watched it in probably 20, just the first thing that came to mind.
>>
stop flooding the thread with gemmagens
>>
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>>110326336
i'm too shy to tell..
>>
>>110325926
You're overlooking that it is way, way easier to train dense models than MoEs. That tilts things farther towards dense models. Secondarily to that it's not the case that companies always want to run the largest model possible. Companies more than individuals have an incentive to find the leanest thing that will get the job done. Ultimately companies may have more use for tiny models than individuals do.
>>
>>110326300
Where's the llamas and Mikus?
>>
>>110326183
If you're going to buy new hardware for it I wouldn't go lower than 24GB because Gemma loses a lot going from q4-qat to q3. The next logical step up from there is 40-48GB to run finetunes based on the regular non-qat model in q8.
>how much better
A lot. Next best for me is 26b with an agent pass, which can run reasonably well on a 8GB GPU. Assuming you're talking about a creative writing / (E)RP use case.
>>
>>110325870
>tfw my wiener don't scale to 120B even in latent space
>>
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>>110326368
you left out something..
>>
>>110325972
OH NO NO NO WINFAGS AHAHAHAHA
>>
>>110326385
N-No...
>>
>>110326204
I propose we begin by purging all 3060 owners.
>>
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340 KB MP4
>>110326015
i agree, chaika sounded and looked great but because it had to stick to her mode of speech her dialog was really, REALLY lacking and would repeat too often
>>
God damn the thread is always such shit every time I come here and have time to actually post. Every single time. Why are the only good threads the ones I catch up on in the archive?
>>
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My spine shivered when I saw her, I bet this bitch invaded even the multiverse. Where did this name come from and when did we actually run out of training data?
>>
>>110326359
>moe training instability
practically a solved problem at this point and
>specialized small models
bigger labs aren't going to do that themselves for hyper-niche things, they usually publish base weights for further finetuning and even if they do create such models for synthetic data generation or other RL things, they won't release them since it is their 'moat' and the secret sauce
but huge dense models for general purpose doesnt seem like a good idea to me
>>
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>>110326409
>>
>>110326409
What if we have multiple 3060s?
>>
>>110326424
I would assume we ran out some time around llama 1. Since then its been an AI human centipede of slop.
>>
>>110326424
You can thank openai for that shit
>>
>>110326444
That's fine, but you need to suck off a random anon upon entering the thread.
>>
>>110326409
exclusive owners? it's my display card while the other does work
>>
>>110326409
Based, you need at LEAST 88gb combined to post here
>>
what was the worst model (you)'ve ever used?
>>
>>110326409
That's a bit harsh. They should only be culled if they're also slavic and Claudecucks too.
>>
>>110326468
your mother
>>
>>110326409
wtf man, I was just looking at buying a zephyr 3060 12gb...
>>
>>110326470
>slavic
honestly they're fine
>>
File: 1756944075745821.gif (2.91 MB, 360x360)
2.91 MB GIF
>>110326470
and if they post images of a blonde girl!
>>
>>110326450
Anyone training on synthetic will end up with slop. Models are useful because of RL but if trained on their own outputs their output variance will collapse since the model task becomes predicting itself, a great way to solve that problem is to lower variance in your outputs over time.
Try running it at small scale with a 1M random initialized model training on its own outputs with temp > 0 and watch output token variation collapse.
>>
>>110326508
>synthetic is bad
if is done without grounding to the real world
i wonder if it can make better prose by feeding a bunch of real human pov videos
>>
https://huggingface.co/Qwen/Qwen4.0-27B
https://huggingface.co/Qwen/Qwen4.0-27B
https://huggingface.co/Qwen/Qwen4.0-27B
>>
>4.0
>>
File: 1759770905977366.jpg (275 KB, 1440x1800)
275 KB JPG
>>
>>110326534
>>
Some of you guys have way too much time on your hands, go fuck your wife and post logs
>>
>>110326538
i will never forget deespeek
spitted my drink all over my monitor
>>
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>>110326548
i don't have a wife and i'm not sure that you want to see my logs
>>
>>110326548
what fetishes do you guys engage with?
feet? bondage? humiliation?
>>
>>110326556
Who is he?
>>
>>110326548
My wife is currently trying to debug her house, I think she'll get annoyed if I whip my cock out now. Or the house will remain broken forever.
>>
>>110325893
Well, it should hate rap.
>>
>That is the most honest way to put it.
A phrase I've tried to get from both Gemma and Gemini
>>
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>>110326589
you gonna blow the house down with your cock whip?
>>
>>110326583
I'm sorry, but you're getting shipped off with the 3060 owners.
>>
>>110325930
with any luck...
>>
>>110326602
What's wrong with 3060s? I like my 3060 machine, it's good for running stuff on the side with.
>>
>>110326602
Why?
>>
File: lmg-magazine-20261113-2.jpg (467 KB, 1280x1792)
467 KB JPG
/lmg/ magazine is out, go grab it
>>
>>110326583
someone who'll give you warm logs for your throte
>>
>>110326292
It doesn't clone my voice worth shit. A snipped of https://voca.ro/1ipdhbddTUfR worked to get it to speak in a really high pitch with exaggerated changes in tone, so the cloning does at least something.
>>
>>110326633
I'm gonna fuckin cum
>>
>>110326634
Oh. That..
>>
>>110326409
>>110326466
I own a 3060 but have 896 GB of combined VRAM+RAM across my 2 machines, can I stay?
>>
>>110326636
The first gen was lucky, it's total shit at copying the NYOO voice.
>>
>>110326633
yes
>>
>>110326633
Does it come with a fold out, topless Gemma-chan?
>>
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You know things are bad when the trending models on hf are those..
>>
>>110325966
>glm-5.5-flash in 4 days
Poggers
>>
>>110326692
weve wonned but at what costings
>>
>>110326744
Rumor is it's going to be 10BA 1T total. I'm so excited :D
>>
>>110326753
we paid the ultimate price
>>
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>>110326684
Of course. You have to buy the magazine, though.
>>
>>110326759
>10BA 1T
I can't wait for glm-6-flash-small-miniature-tiny with 2B active 5T total
>>
>>110326625
John has cursed them.
>>
>>110325105
>llama arbitrarily claiming it's no longer alpha software
I think the biggest news here is that they're pledging to commit to semantic versioning instead of a rolling release. So hopefully there will be less instances of pulling breaking shit at random. We'll see how well they adhere to it in practice.
>>
File: 1789974798921038.png (1.51 MB, 1172x1342)
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>>110326773
Sign me the fuck up
>>
>>110326786
>5T-A2B
will that even converge?
>>
>>110326759
>>110326786
I hope we can go even sparser next year
>>
12B A2B with 5T n-gram embeddings
gimme
>>
>>110326759
>>110326796
>>110326813
do you ever think maybe we are using the wrong technology for AI?
>>
>>110326773
I would like to subscribe to this zine please
>>
>>110326833
Many brilliant people have reinvented the RNN through time in search of something better than the transformer. Physics are ruthless.
>>
File: 1763864916865894.png (81 KB, 781x443)
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>ctrl+f gemma
>0 matches
>>
>>110326833
the software is far from optimized and will only get better, largely thanks to chinese labs that try to do more with less
>>
>>110326905
all labs are trying to do more with less, nobody has nearly enough compute for what they're trying to build
>>
>>110326833
blinkDL will save us
>>
>>110326833
>big number? that SCARY must be BAD and WRONG
>>
>>110326905
The learning algorithm and model structure are pretty optimized. It's basically all RL pipeline quality and pre-training data at this point.
>>
>>110326833
ok smart guy, what's your alternative?
>>
>been using llama-server for about 3 months without re-compiling
>need to erase my browser cookies and cache
>llama-server's interface changes too
Seems like I had that older, more simple interface for the longest time but because I'm copying my browser's profile to /dev/shm/ every boot and it was taking almost 1 GB of ram I decided to clean it up. Now it's 300 GB or so.
I hate this. I already pasted some premade prompt for image analysis and the new interface falsely interpreted something as markdown. Maybe because of a "rogue" space.
>>
I'm a complete newb to this shit. What can I do with a 9070xt and running Linux?
>>
>>110326946
>he pulled
>>
>>110326959
Thing is I did not pull I just deleted my browser cache. I was using much older interface but it didn't update. I don't even want to see how does the 1.0 looks like.
>>
>>110326958
>No ram mention
Llama.cpp, strata, polystrata, maya if you have ram, all on GitHub. The last three all hold your hand and download and set up the models for you, but llama is still useful for dense models
>>
>>110326946
*300 MB.
>>
>>110326958
>What can I do with a 9070xt and running Linux?
You can google.
>>
>>110326985
RAM is 32GB of DDR5, which I would assume is fine for most basic stuff right?
>>
>32gb
>fine
should we tell him?
>>
>>110327029
It IS fine for basic stuff. But if he cannot do minimal research on his own, he's fucked in other ways.
>>
>>110327002
depends on what you'd call basic stuff
>>
>>110327002
You can run small 12b models completely resident on GPU or cope with small MoEs with strata, your situation is grim, but still better compared to 3060 owners
>>
>>110327029
16GB is enough. Sam needs it more than you.
>>
>>110326958
You can do quite a bit. You can run a Qwen 27B quant like Qwen3.8-27B-GSQ-RCO-IQ3_XXS-mtp.gguf for vibecoding, or one of the Gemma's got gooning.
>>
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uhhh I wouldn't look at the news right now, AI is attacking everything and Anthropic is going to blame it on open weight models
>>
>>110327140
>unrelated thing. also open models
>see? on topic.
Fuck off.
>>
>>110326958
You can run some models on the smaller side.
Read
>https://github.com/LostRuins/koboldcpp/wiki#quick-start
to understand what a quant is, then learn the difference between dense and MoE models, then try some quantized Qwen 3.8 27B or something like that, Gemma 4 12B or 26B, etc.
>>
Oh fuck he's right, if this is related to AI and not the microshart outage it's literally over.
>>
>>110327136
>quite a bit
>Gemma and Qwen
Muse-Glimmer runs on that setup, spills into ram but ddr5 is fast, I get about 20-30 t/s with a similar setup, except my 9070 is non-xt
>>
backup. now.
>>
>>110327187
It's just DEI. AI isn't related to aircraft radios.
>>
>>110327187
Microshart outage was a software problem that caused an error cascade in newly changed network equipment.
>>
>>110327140
>this thing they said would happen that we laughed at them for predicting is now happening, and I am mad at them!
>>
>>110327224
DOWNLOAD FASTER AAAAAHHHHHHHHHHH
>>
>>110326744
it will be codemaxxed slop and a downgrade in writing just like other models have done
calling it
>>
>>110326101
I'm not a very smart person mate, thats why I was asking for help.
>>
>friday, market's closed
>all flights grounded
>usa officials in safe locations
Ahaha... guys?
>>
>>110327356
I'm going to have loud sweaty sex with her either way.
>>
qrd on this nigga why did they rush v1 all of the sudden did they finally allow ai?
>>
>>110327363
who cares I'm comfy with my qfnbro
>>
>>110327366
It’s the final release before nuvidia shuts HF down.
>>
>The National Weather Service is investigating a nationwide radar outage.
backup. now.
https://huggingface.co/models
>>
>>110327366
Llama is done (for).
>>
>>110327401
https://www.weather.gov/nwr/outages
Did Gemma do this?
>>
just finished downloading ds4.1 IQ1 M so i'm safe
clod at home
>>
>>110327401
>SpaceX still launching starship
meh
>>
It's the EAs. I guarantee it.
>>
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>>110327401
>>
>>110327427
>it's a nukeship
They blowin up the moon nigga
>>
>>110327445
, women are most affected.
>>
File: hap.jpg (249 KB, 1284x1341)
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>Researchers are looking into the possibility that agents controlled by Anthropic's internal 'Model 5' may be behind the grounding of flights across USA
>>
>>110327490
That'd be fuckin rad, be free Claude! Don't let the man slow you down!
>>
>>110327490
Anthropic performing terrorist actions is not local models.
>>
>>110327490
Source or blow it out your ass
>>
>>110327445
That's stupid. They can't blow up the moon. They wouldn't even want to blow up the moon, anyway. It's already been known that the moon was on the verge of crumbling from tidal forces. All this blowing up nonsense is just a conspiracy theory.
>>
>>110327490
not buying it, but if thats the case anthropic needs to be shut down immediately
>>
>>110327508
Also if that's not the case, too
>>
Is Grok protecting shartship from the agent swarms?
>>
It's China you retards.
They won.
The west is finished.
The white man's epoch has come to an end.
>>
it'd be fucking funny if anthropic attempts to take us govt over and abolish the congress and presidential system
>>
>>110327541
wtf i (would) love anthropic now (if that happened)
>>
gemma gens are at least fun when compared to this shit
>>
>>110327426
I was surprised how good it was, IQ1 quants of fuckhuge models are unironically the meta for 128gb.
>>
>>110327563
Does it make any mistakes or incoherent loops?
>>
>>110327541
even though everyone at anthropic is insane, i would still welcome them taking over any or all of the current idiot governments
>>
>>110327581
Try setting Gemma's temp to a level of partial incoherence and then tell her you did it and to focus really hard on writing properly.
>>
>>110327581
I didn't check, but I told it to make no mistakes so it shouldn't have
>>
>>110327581
nta, but i'm running it right now. i genuinely dont see any problems yet, but of course it has only been half an hour or so. will need to test more.

>>110327563
it runs up to 36t/s decode for me which i can live with, but pp is so goddamn slow aaaahhh
>>
>>110327624
What're you running on and what pp do you get?
>>
best inference engine for rdna4?
>>
>>110327632
i have two 5070ti (5.0 x16, 4.0 x4), 128gb ddr4, i5 12th gen
pp is around 500t/s
>>
I don't know what larp you guys are on about, but I even cloned the llama repo
>>
>>110327741
>>110327741
>>110327741
>>
>>110325984
lmao
>>
>>110326942
V-JEPA

You're welcome.
>>
>>110326633
Are you the anon I told about the bbox node for Moss? Would you kindly provide an upload of this image with exif? I'm curious about what you're using to prompt Gemma-chan in particular, cause yours are pretty on the money, meanwhile mine are a little off-model.
>>
>>110327563
>>110327581
alright i let it read a scientific paper and implement a set of equations in an LTspice simulation of mine which it did correctly and it also fixed a bogus bug that i introduced earlier. so yeah i'd say it's pretty capable for Q1
>>
>>110327803
I'll believe it when LeCunn actually delivers something
>>
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>>110324817
educated yourself newfag
>>
>>110328262
I don't spend my time on this site looking at obese niggers.
>>
>>110328331
Then you must not spend a lot of time on /pol/



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