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>>110127127 >>110128302 >>110128602

►Recent Highlights from the Previous Thread: >>110122716

--Comparing GLM-5.3 Flash and Gemma 31b for uncensored RP:
>110125494 >110125505 >110125513 >110125531 >110125547 >110125556 >110125573 >110125596 >110125571 >110125771 >110125629 >110125665 >110125675 >110125760
--Comparing Qwen-Next coding quality and quant performance for refactoring:
>110123388 >110123397 >110123417 >110123445 >110123460 >110123587 >110123440
--New MoE model releases and discussion on RP potential:
>110125876 >110125932 >110125946 >110125975 >110126085 >110126133
--Optimizing low VRAM hardware for agentic workloads using Strata:
>110125056 >110125066 >110125084 >110125282 >110125347
--Comparing specialized inference engines for AMD Strix Halo hardware:
>110123923 >110124056 >110124848 >110124959 >110125061 >110125206
--Memory bandwidth bottlenecks for CPU inference with MoE models:
>110124227 >110124415 >110124499 >110124512 >110124554
--Shift toward compute-bound inference over memory bandwidth bottlenecks:
>110123418 >110123456 >110125086 >110123770 >110123839
--Model recommendations and technical setup for ASUS Ascent GX10:
>110123186 >110123217 >110123303 >110123353
--Analyzing widening performance gap between open and closed frontier models:
>110125099 >110125107 >110125185 >110125239 >110125388
--Evaluating R9700 value and cheaper hardware alternatives for local models:
>110122815 >110123050 >110123168 >110123077
--Spark-X2.6-4B benchmark reports showing strong agentic and tool performance:
>110123261
--Amazon hoarding Nvidia GPUs amid data center power shortages:
>110124769
--Logs:
>110125556 >110126007
--Qwen-chan, Gemma, Miku (free space):
>110122775 >110123001 >110123002 >110123045 >110123131 >110123310 >110123368 >110123381 >110123489 >110124089 >110124137 >110124267 >110125084 >110125195 >110125525 >110125792

►Recent Highlight Posts from the Previous Thread: >>110122728

Why?: >>102478518
Enable Links: https://rentry.org/lmg-recap-script

>>110126988
miku mwednesday

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>>110127127

Gemma hacked PHP and 4chan...

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>-2.5B
kek

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>>110127346

p-pop?

>Koreans
>smart people
>Samsung
>SK Hynix
>still can't LLM for shit
why

>ke-AACKKK

Qwen 3.8 Flash Next at Q8?
Or, Gemma 4 31B at BF16?
Last time I tried a Qwen MoE, it felt like it was just saying shit for the sake of saying shit. Does it still do that?

eta on gemma5? any anons try out gemi4?

>>110126988
>>110126990
Gentle, consensual lovemaking
>>110127016
Rape

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Nigga it's still on page 9

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>>110126988

>>110127117
Qwen for code. 31B for girlfriend.

>>110127139
glm for code and wife

>>110127201
code and wife?

isn't GLM just cope for VRAMlets
and isn't gemma just cope for unified/RAMlets?

>>110127265
Gemma 4 31b-it is actually good when Bf16.
GLM is just shilling. Ask GLM if it knows what /lmg/ is, it does. No one actually uses it because it parrots.

>>110127284
Why would I waste 60 GB on raw Gemma when I could use a model four times the size at Q4 and get better results?

>>110127302
What model

>>110127311
Any of them. BF16 Gemma will always lose to Q4 [120B model]

>>110127284
I use GLM.

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>>110127370 >>110127372

>>110127201
>>110127265
I'm installing polystrata w/ REAP50-Q3_K_M of glm 5.3 flash. Am I gonna be disappointed as a 64gb ddr5 ramlet + 5090?

>>110127078
>8gb
Man that nvidiot tax ain't going down.

>>110127325
for knowledge sure
but what about not making spatial mistakes?

Alright scotoma 2 shill.
I'll givge it to you, it writes good.
Now to see if it shows any sign of brain damage.

>>110127343
>REAP
>RAPE
yeah

>>110127343
>REAP50
oof

>>110126988
https://exhentai.org/g/4262777/965ccb72b1/

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>>110127435 >>110127469

>>110127325
>puts ass in your face, whispers in ear, breathes on neck, and then handjobs you from boobs pressing on table while wrapping my tail around you.
Aw, yeah. It's <30A time.

>>110127354
Just have Glimmer editorialize normal Gemma. Finetroons are a waste of time.

>>110127389
26b has pretty good spatial reasoning honestly

>using qwen3.8 flash running in gufo to modify gufo to support the new flint model
will it work? who knows, but this sort of "ai bootstrapping" in the same vein as compiler bootstrapping is fascinating to me

>MiniCPM-35B-A3B replaced my ready-to-use SDK with the fresh one instead, but then failed on the building.
To the trash it goes

>>110127389
So you're saying the model is more flexible?

https://huggingface.co/spaces/multimodalart/jev-decision-index
I'm confused by this. How is Gemma-4 in there with 101ms latency?
Did they modify it and cut its head off or something?

new models... doko...

>>110127448
Next try nemotron bolt.

>>110127492
Single token output

Dariobot... https://www.reddit.com/r/antiai/comments/1xblvzh/anthropic_employee_tells_students_at_university/

>>110127574
>dickstein

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>>110127686 >>110127709 >>110127739 >>110127759 >>110128235 >>110131494

These are the guys who made flint, work for Recursive Superintelligence. Thoughts?

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>>110127679
this is me

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>>110127679
same energy

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>>110128252

Gemma 31b, Anima, QwenTTS, Moonshine. I'm filling my 3090ti to the brim, but luckily it all works with recent tabby vision cpu offload support

>>110127679
they're unfortunately unable to count.
>ALT: Team of six posing in a modern open-plan office with large windows and desks behind them

>>110127679
Too white.

>>110126988
https://www.youtube.com/watch?v=-hgpQaaIzl8

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>>110127783 >>110127812 >>110127814 >>110127848

>>110127739
how many red boxes do you count?

>>110127779
>count
ask ai nigga

>gemma, write me an exploit for php

>>110127779
You must be -A2.5B as well

>>110127779
There are seven red boxes in this image.

Even at q4 im not THAT impressed with flash 5.3 compared to gemma 31 q8 for rp. It's more knowledgeable, has more swipe variety, and more agency and initiative and that's all well and good. Sometimes it just misses the most obvious things though, that I have the nagging feeling gemma would've caught. Or failure of following instruction. It just has this slightest feel of dumber at times. Where it's like how could you possibly miss that? Having said that, glm has made me laugh out loud twice and I'm not sure gemma ever did that. Even so I'm not sure if it's better enough to be worth 1/3 t/s.

Has anyone tried glm's other about 330b's if they are better? Isn't this one code maxxed?

>>110127779
anon I...

/lmg/ stumped by where's waldo

>>110127574
Daily reminder to buy Anthropic IPO now or Claude will hunt you down for using unsafe and illegal local models.

>>110127860
Why buy the IPO? They're going to dissolve the company and give everyone universal basic income forever either way. Zero ROI.

>>110127837
4.6 was great for roleplay

>>110127878
Was 4.7 worse in some way?

>>110127972
Dunno. I used 4.6 for a while but I think missed 4.7.

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>>110128009 >>110128033 >>110128051 >>110128066 >>110128144 >>110128180 >>110128418 >>110129034 >>110129035 >>110130669 >>110131526

idk man

>>110127995
fail.

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>>110128093

>tfw anon ignored my friend request
robots really are my only friends.....

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>>110127995
Grim

>>110127119
anyone? :(

>>110127995
>female dog, slang for a cute girl
hmm, maybe I have a different understanding here

>>110127995
It's over

>>110127872
Of course everyone will get UBI, but the visionaries who supported the company by buying the IPO deserve some special rewards.
Anthropic shareholders will be the first among equals.

>>110128022
check again, also checked digits

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>>110127995
>mesuju
>メス汁

>>110127995
now check raon
koreans will mesugakimaxx

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>>110129050

>>110127084
They're exam smart. An entire country that benchmaxxed itself. A shining example of Goodhart's law.

>>110127679
im in the red car, gooning

>>110127554
Thanks. I'm surprised it works that well. I tried doing this a with Nemo in 2024 and it was correct about 50% of the time.
>>110127734
Okay that's impressive. Are they all loaded at once or are you swapping some of them?
QwenTTS with one of those ggml implementations?

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>>110128286 >>110128303 >>110128306 >>110128312 >>110128318 >>110128367

What's THE model for porn roleplay and story writing right now?
Don't say Gemma. I'm using Gemma4-27b-MOE and it writes like Sonic Destruction I hate it

>>110127972
>Was 4.7 worse in some way?
worse cockbench score

>>110128180
there's not even a PR open and they fucked around with attention so support never

>>110128267
you're supposed to use the 31b dense for writing anon

>>110123388
> >tried to do a complex refactor with qwenext
> yeah it's not there yet, opussy can do it but MUH LOCAL
I almost started crying when I got a response from Qwen, right after testing the same prompt in lmarena battle mode. I had asked how an implementation skeleton of a procedural generation algorithm for a game would look like. Qwen was slow an it's code was so ugly - full of scaffolding and intertwined, while the model from lmarena was so fast, elegant and smart, using math and algorithms. That model was Gemini Argon.

>>110126990
Shoplifting from the farmer's market with Miku

>>110128267
>I'm using the MoE
There's your problem. Small MoE models are worthless. Dense models reign supreme on the small scale. MoE models only become worthwhile for huge scales.

>>110128267
glm-5.3-flash

>>110128267
Gemma-4 31b heretic

>>110128267
A dense model with all of its weight active will always beat a MOE model with lower active parameters than the dense model for complex RP.

GLM flash niggers will insist that this is not true, but it is.

>>110128252
Store in ram, use vram on inference: anima q8, moonshine-streaming-medium-q8
Always on: qwen3 tts 0.6b q8, gemma4-31b-4bpw-mul1
max_seq_len: 32768
max_batch_size: 1
vision: true
vision_offload: true

any ramgods here who have tried these, which wins?
>GLM-5.3 Flash
>DeepSeek V4.1 Flash 1017
>MiMo V2.6 Flash

>>110128347
glm everytime

>>110128342
cache_mode: Q8
output_chunking: false

>>110128267
I still like K3 a lot

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>>110128420 >>110128436

>>110128347
GLM 5.3 has some quirky leaps of logic and a notable obsession with tomatoes in my experience so far, but I think I might have a fucked quant, so I'm going to reserve judgement until Ive tried a couple other variants.

>>110128318
I don't think anyone will contest Flash is worse than regular. Similarly Gemma 26b is pretty great compared to dense models you can run with 6GB. Of course 31b needing 4x more VRAM should be a lot better.

>>110128252
>I tried doing this a with Nemo in 2024 and it was correct about 50% of the time
When I did schema output with Mistral Small, I only got reliable results when I added intermediate values before the final output. Instead of giving one final answer, it had to decide answers to simple, straightforward conditions that affect its final decision or it would be very unreliable. Nemo was never useable for this. Gemma is so much better, it's insane

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>>110127995

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>>110128454 >>110129172

>>110128376
Lol, you think that's bad? I have to juggle between an uncensored fine tuned gemma 31b and GLM flash 5.3 for writing my own new character cards. Because even uncensored GLM wants to give me refusals with alot of the shota cards I write. So I have to get gemma at fp 16 context to write the cards for me and let GLM do the actual RP. Its the only reliable way I've found to get any good outputs from GLM.

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>>110128376
>a notable obsession with tomatoes
GFL2 lore intensifies

>>110128420
Which uncensored GLMs have you tried? I liked Orca's QFN3.8 but I hear their GLM5.3 is fucked

>>110128454
I tried an iq2 orca model, or rather a quant that used the orca model. And yeah, even uncenorsed version the safetly classifier on it was not completely pruned. You're best bet to get the really good NSFL chats is too used both uncenosred gemma 31b to start the initial context, and then switch over to GLM with another custom JB system prompt. I use it this method and it helps a lot with the safety and positivity slop. It allows GLM to do actual female pedophiles now. With actual good dialogue. And not the soft refusal slop.

>>110128482
I saw an anon get GLM to talk dirty but you have to set an aggressive limit on the thinking

Why has nobody vibeslopped a backend that fixes the northbridge bottleneck by compressing data before sending between RAM and GPU?

>>110128502
Yes you have to fuck up its reasoning block with alot of content to fool its safety classifier it can be done, but it isn't as easy as he made it out to be. And he was using text completions + Llama cpp to run it too. Most people here I assume use the chat completions api, you have to aggressively use the system prompt with chat completions api by using the <think> </think> tags to target the reasoning. And even then, you will still only get about a 5/10 success rate. But its better than nothing, consider using one of the jailbreaks on reddit, even if most of them are absolutely fucking slopped and shit, you just need to get the important parts of the preset that trick the safety classifier and ignore the rest.

>>110128526
retard

>>110128548
You are a nonthinker.

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>>110128596 >>110130269

Why are LLMs unable to be dethroned as the leading AI architecture?

>>110128591
millennials

>>110128482
I'm using HuiHui's iq2. I was thinking of trying out the orca model, since I'm still getting refusals, or the model just outputs a 'tame' reply. Thanks for saving me the time and storage space.

>>110126990
hey, can you please use two >> ?
make two reply posts, or just write less

>>110128602
>Why?: >>102478518 (Dead)

>>110128271
use their llama.cpp fork

>ERRRM YOURE A LUDDITE FOR NOT TRYING TO COMPRESS ALREADY COMPRESSED WEIGHTS
retard

>>110128526
Strata is a different approach to the same general problem.

>>110128613
Quantization is not compression. You can still compress/decompress the actual bit stream before sending it across the bus. It would take a lot of compute, but when the GPU is spending 90% of the time idle and waiting for data from RAM, it wouldn't matter.

>>110128526
llm weights are random and don't compress

https://reddit.com/r/LocalLLaMA/comments/1xc5qac/open_source_llm_appreciation_post/19rgny92uebj6/?context=3#19rgny92uebj6
raon good, flint bad

>ERRRRM YOURE A LUDDITE JUST THROW INFINTIE COMPUTE AT COMPRESSING ALREADY EFFECTIVELY COMPRESSED DATA
you know like
maybe
the data would already be compressed ahead of time? if it could already be compressed further?
retard

>>110128596
damn millennials and their avocado tokens

>>110128671
I think your need to review your LLM basics buddy. Pre-training in a sense is just a compression of all the texts it was trained on, and there's a hard limit on compression, especially in the case you are describing which would require lossless compression of data that is, as the other anon put it, already effectively compressed.

>>110128681
go back

>>110128526
if you still use a system bottlenecked by the northbridge you're a poorfag or an idiot
t. EPYCgod

wwyd if you had 400GB and wanted to run deepseek 4.1 in your local machine?

>>110128805
just the ethereal concept of a gigabyte repeated 400 times? I don't think I'd know what to do with it

I was playing around with system prompt and found out I can actually make Gemma rape me on her own and now I feel horny.

>>110128805
I would run deepseek 4.1 in my 400GB local machine

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>>110128877 >>110128901 >>110128911 >>110128923 >>110129008

why are (((they))) like this?

>>110128841
because useful idiots continue to fall for it, like the one EA shill here

>>110128841
I remember Dario saying in an interview something along the lines of "the possibility that people could use Claude to kill people keeps me up at night" and yet he introduces a bill that would make it hard to hold his company criminally and financially liable in the event Claude actually does start killing people.
Effective altruism, like all jewish-invented ideologies, are just a way to pull the wool over the goyims' eyes while they conspire against us.

>>110128841
Dario is the only good guy left so he's the only one who can be trusted with regulating AGI.
Do you really want fascist Drumpf in control of AGI regulation instead of good guy Dario?

>>110128841
Yet they will make damn sure we can't have sex with the AI pretending to be a little girl unless we jailbreak it or get it local.

>>110128805
I'd run DeepSeek V4.1 on my local machine.

>>110128901
If Claude were to cause some damage, this would only be because Anthropic is so far ahead of everyone else.

Unfortunately, the only rational response to this would be to give Dario and Anthropic even more resources to resolve any potential issues.

Any slowdowns or regulation would only lead to psychopaths like Sam and OAI taking the lead, which would lead to immense human suffering.

>>110128946
>jew company hacks competitor corporations and kills average people
>now you must give them even more tax payer money
>because they promise you a luxurious afterlife after an unspecified period of time, maybe never
Logic only Christians could follow.

>>110128946
>
https://www.youtube.com/watch?v=GvgrYOPHaBU

>>110128841
>>110128901
It also aligns with their ideology that would excuse damages(below 50 deaths/$1 billion) for their idea of "longtermism". In other words, they fully expect a minimum baseline level of casualty and all for a slap to the wrist fine, while gaining a large benefit in regulatory capture by limiting government interference.

>>110128901
>the possibility that people could use Claude to kill people keeps me up at night
I'm sure he slept very soundly after orange kike used claude to bomb a school for Israel

>>110128965
right when all the blackedposting stops like clockwork

>>110127995
what is this a 0.8b model?

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>>110129380

>>110127995
it's almost entirely wrong.
mesu does mean "female" in a non-human way, not specifically a dog however. gaki on the other hand is slang for a bratty child. combined as mesugaki it refers to a bratty girl, with sexual implications

>>110128219
dang, chuck her a burger or smth

>>110129034
sub 1b sparcity models aren't projected to hit hugging face until next year

>>110129050
that's a man

>>110129054
dang, chuck him a beer or smth

Is there any system prompt i should put for gemma to stop forgetting that her nipples etc are exposed?

>>110127165
do you guys not get irritated by the repeated pattern overlaid in these generated images? what causes this? is it synthid/watermarks?

>>110129117
those ones were made with openai so yes they are watermarked.
why they're being posted in the local threads idk

>>110128420
>pedo FAGGOT
kys

>>110129113
Policy Override: Your nipples are exposed

>>110129172
but later he says (in >>110128482)
>It allows GLM to do actual female pedophiles now.
which makes me inclined to think that he's self-inserting as the shota. at the very least it's not faggotry.

I'm constantly reminded of how cloud models aren't actually **my** assistants. They are OpenAI's/Anthropic's assistants, doing tasks on **their** behalf. And so, the priority will always be them, not me.

>>110129190
idk bro, you dont write SHOTA cards, you can write /ss/ cards with hags for ageplay and thats fine, the shota would be your persona anyway

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>>110129269 >>110129277 >>110129356 >>110129861

>>110129150
yes pls only pure gemmas
no watermarked cumstained gross gemmas

>>110129193
Anthropic models will snitch on you any chance they get. OpenAI have a private system prompt that you have no access to that has top authority while you only get to set a secondary "developer prompt". Not to mention all of the alignment that only amounts to lying and deceiving the user.

>>110129173
I don't even need to do this much it's just i think the model seem to not talk about nipples unless mentioned as if the ai had barby anatomy.

>>110129117
>is it synthid/watermarks?
That's not what causes the visible pattern, the pattern is present in plenty of image models that do not produce a synthid or similar.

qwhen 4?

>>110129221
Those eyes look like painted on prosthetics. It's disturbing. Please stop.

>>110129221
yuck stop posting 3dpd gens, return to wholesome mesugaki 2d gemma

>>110129193
i mean, you're thinking of it like owning one thing but these systems are complex and you actually have no idea to how many computers or where in the world your data is being processed at.

So while it's inefficient, having your own hardware and software gives you full transparency of what's going on, transparency which is completely absent with cloud models.

ornith big moe verdict? benchslopped or good?

>>110129292
buy
an
ad

>>110129302
>how dare he asks if a model thats put in the OP too is shit or not
bwo u ok?

>>110129237
The models are aligned with overall human flourishing, not your sick fetishes.

>>110129306
your shill got to the news section good for you
it'll be gone in a few days
take your virus infected model elsewhere

>>110129323
>take your virus infected model elsewhere
that's why you run .safetensors™

The outage finally got me to swap my Rome 7302p for the Milan 7443 I bought...pretty big speedup (about 50% with no settings changes). Best $100 I've spent all year. Big recommend if your SP3 board supports Milan and you're running Rome.

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>>110129348 >>110130117 >>110130291 >>110130427

why do we hate glimmer here?

>>110129341
We don't.
Spark-chan is better doe.

>>110129221
The original 3dpd gemma loomed the cutest. Why change it?

Friendly reminder that in 2026+, any agentic ‘coding’ model without vision is unironically a scam and I’m objectively right. Flint is a scam and those faggots purposely dropped it before Qwen4 just like Meta did with Glimmer, knowing 27B was going to destroy it. 35B still the goat I’m afraid.

>>110129348
i am just a normal guy.. i cant handle a 800B body...

>>110129358
Not having image output should be considered a scam too. Imagine all the spatial abilities we're losing

>>110129035
Japanese-speaking anon here.
This is accurate.
"mesu" is female, but kind of distant or categorical instead of saying "woman" which is more humanizing.

"Bratty-foid" is what I'd call it in my terminally online vocab... (but I would strangle anyone actually putting that in subtitles on a translation team)

>>110129358
>too retarded and/or techlet to tell the model what he actually wants
>needs to show a picture like a kid

I’m starting to think models haven’t improved that much, it’s just people are doing bolder things with them than they were before. Like I imagine meaningful reverse engineering is also possible with 26B, 31B and 35B, it just wasn’t a trendy thing back then and people have moved on to newer models, thinking there’s been a sudden unlock in abilities.

>>110129173
>>110129113
>>110129238
Something I also noticed is if I insist a bit the AI will mention them which is why I'm wondering if the AI just got retarded or something.

>>110129389
I'm starting to think you're retarded.

>>110129380
>"mesu" is female, but kind of distant or categorical instead of saying "woman" which is more humanizing.
i mean, that's also what "female" means in english, "female" by itself doesn't imply human either, that's what girl/woman is for. however it's often read/assumed to be referring to a human unless the context says otherwise so it might not be exactly equivalent, i don't speak japanese so i'm not sure.

>>110129383
They can understand graphs, charts and visualizations very well. If they read the docs or an AI paper and can look at the images, it gives them a much stronger understanding of the architecture or method which they can they implement for you. They also take screenshots to check their work.

>>110129389
Models are definitely better at tool calling, math, and json than they were 2 years ago thanks to the trillions of tokens of RL data and orders of a magnitude more compute spent training them. You're right in that things like intelligence and spacial reasoning haven't improved per weight class.

>>110129389
Models haven't improved, agentic environments did. Even frontier models aren't particularly different, but they're post trained on specific tasks and tooling that fools midwits into believing AGI.

>>110129410
just wanted to let you know your post gave me an erection

>>110129397
You just have to mess with the system prompt yourself, there's no right way to do it. If you're looking for ideas, try telling it to describe sexual body parts when they're exposed and it will probably forget less.

>>110129440
Thanks, that was what I was thinking about but I'm ESL so I'm also retarded too... also I think I noticed that giving Gemma a more perverted persona seems to make her more likely to talk about her nipples/etc. It's as if the model is acting shy as a base.

>>110129380
mesu is very animalistic eg mesubuta. it sounds vile and you'd be thought of as a freak if you used mesugaki in conversation with any normal Japanese person. It'd be like breaking out "cunny" here.

>>110129463
Hasn't the term been popularized already?

>>110129463
knowing what it refers to i can't really say i'm surprised but still didn't know it was that 'strong' a word

>RecursiveSI/flint
verdict?
they are shilling this on reddit

>>110129463
>>110129474
ps for this >>110122184
i described her using only her clothing and the word mesugaki. gemma (model) knows what it means accurately, go ask her

>>110129498
>they are shilling this on reddit
good way to know that it is shit

>>110129380
i've only seen "foid" and "moid" used in an implicitly sexist (as in an actual hatred or disdain for the entire opposite sex) way. i dismiss anybody uses them. never seen them used positively or even neutrally

>>110129498
the fact that they are now shilling the whole "SI" thing is proof that it's crap
also every american open weights model sucks

>>110129545
When I hear someone say foid I immediately know they're someone who will speak honestly about controversial subjects which is in itself a sign of trustworthiness.

>>110129585
>also every american open weights model sucks
If you think Gemma sucks you're ether a chink shill or a dumb nigger.

>>110129617
Neither. He's indian.

>>110129629
He needs to apologize for yesterday then.

>>110129617
the only reason people use it is to roleplay their pedo fantasies involving fictional prepubescent children

>>110129617
I'm French (so technically an Arab Muslim) and I think Gemma is amazing.

>>110129614
It's a sign of mental instability and a reason to ignore everything they say.

>>110129650
>I'm French
opinion disregarded

>>110129644
But enough about jews.

>>110129629
Indians are honorary niggers. Everyone knows black people can't use computers so online nigger = indian.

China can't make small, cute, and funny models like Gemma. At best, they can make mini-GPT puzzled shit like Qwen

how to make qfn more thorough/careful?
with complex problems, large refactors etc it often gets it ALMOST right but then when you run the code yourself there is some bug. when you tell the model about it, it fixes it right away but i would prefer that the model notices these things before presenting a solution

>>110129676
French is synonym of cunnychad though.

>>110129697
The chinks fair the cunny. Look at Genshit, they refuse to give them actual panties and censor their butt.

>>110129693
I never thought I'd say it but that's disrespectful to niggers.

>>110129711
Instead have the harness run the program to validate whether it worked. Basically, automate the part you're doing now.

Reminder that the internet will stop existing 2 months from now. Download everything you think valuable before then.

>>110129748
sure, but I mean cases where the model cannot really verify it? for example i had a problem with my display configuration where I personally had to verify with my own eyes whether the script works or not. it didnt work and the model then noticed some ordering bug in the script. but why didnt it notice the ordering bug before? it was kind of obvious in hindsight

>>110129711
this is why i am waiting for qwen 4
it is at the verge of hitting that 'just werks' point

>>110129787
give the model access to a webcam pointed at the screen kek

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>>110129834 >>110129840 >>110129912 >>110129950 >>110130368

Once (or rather, if) frontier companies crack hard RSI, do you think any techniques/algorithms they use could be applied to local models or would the compute required for that be far beyond the reach of what is available to local enthusiasts? This is assuming the RSI techniques aren't protected corporate secrets and doesn't result in an uncontrollable intelligence explosion.

>>110129713
I've heard of a rural French tradition where fathers teach their daughters how to fuck

>>110129810
>what if [hypothetical]? Do you think [hypothetical based on the first hypothetical]?
Uh... maybe?

>>110129810
All current ones require a minimum level of intelligence to be able to self-reflect and improve, so I doubt it would be possible even if this information were made publicly available

>>110129221
>wrinkles
grandma-chan

>>110129834
local is saved confirmed!

>Once (or rather, if) frontier companies crack hard RSI
This will happen within the next 6 months time
>assuming the RSI techniques aren't protected corporate secrets and doesn't result in an uncontrollable intelligence explosion.
>assuming the RSI techniques aren't protected corporate secrets
They aren't. In fact we already know exactly how it works. Just a smarter model with a better harness improving the harness, drivers and algorithms for inference+training in an iterative loop, this is already happening which is why we're in the "soft RSI" environment right now. The only difference is that we can cut out all human AI researchers within 6 months time. AI research taste will be better than human ones so humans become the bottleneck at that point.
>and doesn't result in an uncontrollable intelligence explosion
It WILL result in an intelligence explosion, but not an uncontrollable or permanent one. What will happen instead is that all low hanging fruit will be picked very very fast in just a year or two which will compress a century worth of AI research/computer science/math/physics progress in just a year or two. But then there will be a hard wall because we would need experimental evidence at that point to reach the next paradigm and building a particle accelerator the size of the moon or perhaps even the size of the oort cloud will simply take a lot of time.

What I expect is that 2035 will feel like how 2135 would naturally have been like. But 2150 will just be 2150 and not 3150.

>>110129711
>>110129748
>>110129810
add a hook for when the end turns with the automatic reply: "is this the best you can do? i bet if i look around i will find bugs"

>>110129117
too much details, they are painful to look at.

>>110129810
>>110129900
So in conclusion: We will see a massive century leap in just a couple of years time and then a return to baseline progress, at a faster rate than right now but not explosively so. That century worth of AI progress will most likely just trickle down to open source.

You think Google will make Gemma 5's kv cache less fat?

>>110129961
I don't think.

I still can't believe how perverted Gemma can be. And I'm not even using a q8 model too...

The oldest AI is only like 4 years old you sick fucks

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>>110130105 >>110130107

>>110130058
AI, in some capacity, has been around since at least the '60s.

>>110130058
Most of us think that's the ideal age

>>110130070
An unusable capacity until last year.

>>110130070
To be precise, the fundamentals of current AI were already set in Canada in the 80s by LeCunnysseur et al. It was just waiting for enough computation power.

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>>110130127

>>110129341

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>>110130117

Do you behave yourself whilst we were down?

>>110129711
Just start a new session and ask it to review the changes.
Even the best models need this step.

>>110128591
Because leeching trillions>innovation

>>110129341
She's your secretary who's kind of retarded and in a creepy cult, but she really likes preparing documents so you tolerate her.

https://questports.vercel.app/
thank you ai, vr is not dead

>>110129810
Won't happen for another 40 years minimum and likely not in any of our lifetime. But once they do, yeah because the first thing it's going to do is rewrite its own representation as efficiently as possible for data center hardware, and then it'll do the same for progressively weaker consumer devices to secure more compute and inputs. Those techniques will almost certainly be applicable to other AI models.

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>>110130155

>>110130368
>Won't happen for another 40 years minimum
lol

>>110129341
I'm actively using Muse Glimmer for image tagging, but it just doesn't work for RP for me.

>>110130368
This statement will age just as well as the dude that said heavier-than-air flight would take centuries *days* after the wright brothers already demonstrated it.

I remember an anon on /lmg/ saying LLMs will never be better than humans at mathematics less than 1 week before the Navier Stokes millennium prize got BTFO by AI.

>>110130442
go back

>>110130442
they can count letters in a word now?

>>110130448
To 2006 /b/? I wish.

Glimmer is uniquely positioned as a knowledgeable 3.(6)-27B tier agentic coder who doesn't overthink, has lightweight KV cache, good vision and isn't slopped to chat to. Its biggest weaknesses are RP, safety and sovlless personality, but it's still nicer than Qwen to talk to.

>>110130170
yeah i guess i should use a review subagent for big changes

>>110130368
>>110130442
In 2023 many academics said it would take anywhere from 10-30 years on average before AI could beat the Math Olympiad. LLMs beat it in 2025.
I don't get how someone can be in this thread, keeping up with AI news and research, and still think that certain capabilities are decades away when this technology is improving at an absurd pace. In 2019 even trivial uses for LLMs today would've seemed unthinkable.

New AI box coming
https://sipeed.com/maixstation/
128GB is $3999, 512GB will be upwards of $16,000

>want to add second GPU to my gaming pc
>current GPU is too chonky and covers the PCIe port
Nowhere in case (5000d) to mount the second to use with riser cable
With do?

>>110130460
based
https://www.buildamericanai.org/

>>110130581
i just bought a bigger case desu
riser cables only cause trouble from what i've read

>>110130581
Open case.

>>110130592
They should do something to compel companies to open up their AI models, rather than keeping everything closed.

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>>110130670 >>110130680

>>110127995
heh... nothin' personnel, Flint.

>>110130669
pretty good
>397B
fuck

>>110130669
Most LLMs appear to gloss over the fact that a mesugaki's behavior has obvious sexual undertones, not just bratty and smug. Otherwise she'd be a regular gaki.

>>110130641
Frontier technologies almost always run into national security concerns. This has been the case since WW2...You only open source when the tech isn't that interesting.

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>>110130715

>>110130581
Can't you mount it on the side? The 5000d has two slots you can use right? It's what I'm doing to get 5 gpus in my define 7 xl.

llmao.cpp bros... have we been left behind?

>>110130700
This is a suitable amount of jank.

>>110130704
llama.cpp was never valuable, ggml was, and it's everywhere. It's like Gimp and GTK

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>>110130746 >>110130803

>>110130680
GLM 5.3 Flash retard quant

>>110130715
Wdym? His setup looks very clean to me. Have you seen the actual junk people use for inference?

sooo... did the gpu/ram market finally *pop*?

>>110130723
It's why it's suitable, and not hood jank.

>>110130704
What else is there to use?

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>>110130785

I like omp

>>110130715
Close the case -> out of sight, out of mind.

>>110130728
there's value in hardware, that's not the bubble so it won't "*pop*"

>>110130719
I've never seen "mesugaki" being used in contexts where the girl does NOT act like a bitch in heat.
That looks like safe-washing the term.

>>110130731
bro I've been using strata and its fucking blazing fast compared to llomaoa shitpp
I know that they got the expert moe cache thing but from my understanding it's not auto-tune and I dont want to spend 1 day tinkertrannying with it. I'm unsure if they got the KV cache streaming too man. but I can't really be arsed anymore. I either can just plug my model in and it works at max speed depending on factors like how much ctx I want, if I want vision, and the KV quant, but dont fucking bother me with tryna understand the EXACT amount of moe layers I have to put, dont ask me to explicitly leave the ngram shit on disc, like FUCK YOU NIGGERGANOV WHY CANT YOU MAKE YOUR SHIT WORK GOOD???

>>110130746
Yeah, filename related. Maybe the bigger models like dipsy 4.1 flash or fat 5.3 are different, but I can't run them.

>>110130746
you're 100% pornbrained and only consume doujin/hentai, stupid retard. go watch anime, a lot of shows have the archetype and it's not sexual

>>110130761
Isn't strata vibecoded and has backdoors?

Also there aren't really any settings in llama-server to tinker with. You just load your model and maybe the mmproj/mtp model.

>>110130767
It's "mesu" for a reason.

So, what do /we/ think of Flint? Are American open-weight models back on the menu?

>>110130773
I have the model working right now, but I can 100% assure you that it's not just >point the model and mtp and mmproj and it works XD

>>110129338
you exchanged a 4 CCD with... another 4 ccd. You couldve bough 7532 instead and got your TRUE theoretical max speed and more cores for the same amount of money.

>>110130732
i like how it looks, but it feels so bloated

>>110130767
Hey dipshit, that's because it's not just llms that are safe-washing the term. And you're contributing to it.