#programming
1 messages · Page 278 of 1
i5 2520M
Yeah I would switch out to a lighter de
Try xfce, what exactly did you want to do with it
take it with me for a 1 week project out of city, working on some engineering tasks
Ah
Right now, what you consider engineering tasks might be quite different from me
Aerospace is.... Rather heavy on resources for our tools
what distro would you recommend
Have you ever used Linux?
If no ---> start by trying the live versions of mint, xubuntu or lubuntu and say something like Gentoo, then pick one.
If yes ---> if you haven't tried Manjaro yet this could be the time
If you have used Linux but only very simple tasks on Ubuntu or mint then stick with them, just use xubuntu or lubuntu because you need to with those specs
recommending manjaro in 2025

have you ever used linux?
no -> try mint or cachyos
yes -> go find something yourself

NEVER trust anyone who recommends Manjaro

have you ever used linux?
no -> don’t bother
yes -> I hope your choice is worth damnation

bad advice for someone who want to try linux 
NEVER trust anyone who recommends (thing i dont like)
no its not that.. its genuinely because of all the bad practices going on at Manjaro
My only experience giving Linux an honest to god shot went miserably about as fast as it could
not uncommon experience
just not helpful comment
At this point I'm very familiar with managing Linux by command line but have 0 desire to try it as a desktop OS.
Windows is the best DE 
Mac is the best desktop experience but there isn't anything i wouldn't rather do than use it
visuals and ability of the tech illiterate to pick it up without explicit instructions
visuals- subjective
ease of use for tech illiterates- they will have a better time on windows

Not with setting it up and being forced into a Microsoft account and all the copilot shit
Maybe 4 years ago they would have
With how the DE is destroying itself? I agree you regarding Win7, but W11? Hell naw
I think windows 12 will be the first windows os to break the “every other windows os is great” rule
Sad
fair enough for initial setup, but post that?

win10 at least, win11 is a bit of a dumpster fire still
Honestly? Just cause they are used to that
Give Windows to someone who only used phones for their life and they have 0 clue what to do
Same as if you give someone who only used MacOS, they have 0 clue where what why
I think Microsoft is going down the shitter but Windows 11 in general is better than 10 or 7
rather for Mac user it would be just straight frustration
Did you just say 11 is better than 7
Yes
I do honestly think 11 is better for an average person than 10
But not 7
No way
By far the best part of 11 is tabs for all the apps
Like file explorer and notepad
Bruh even Adam Savage is making videos about the new Steam hardware 
Dude
If steam gets declared a monopoly
Or Gabe Newell dies
There is no point to life anymore
Valve is literally all we have left
All the other big names fell into evil
Steam can't really be declared a monopoly since they don't take part in any significant anti competitive practice
The main thing is if Valve ever went public we'd be fucked
Hopefully whoever takes over after Gabe Newell sticks to the private first ethos
Gabe Newell is kinda crazy
I think he might be the only billionaire universally loved by the people
Gabe just wants to chill and play FF14
I never feel the kinda of “post purchase clarity” I feel when spending money with other companies where like I know I just got scammed on several levels
Sometimes I literally have the urge to donate to valve just because they deserve it
They have maybe 1 slight controversy per year and, unlike the ones other companies have, there is always a valid reason and a way to defend them
The censorship stuff sucks but they were essentially blackmailed by the people who handle money for them
It’s not like other companies where the chain of command is just a way to avoid personal responsibility
Most things aren’t their fault

CS2 though
this conversation is getting to territory it shouldn't
no I noticed for sure
shimo 
all roads lead to ubuntu 
📣 ebebebebebebe
ubuntu is the manjaro of debian based distros 
Maybe a blog post before that update would have been a good idea tbh
and then you realise Canonical is horrendous and you debian 
Wrrrr
i only trust gentoo. it has become user friendly enough now

what an outlook that is
i have some goto distros but gentoo is not on that list
i dont dislike gentoo though, not a bad distro by any means
just not worth it for most people
the average user wont notice the kernel changes per distro—only the prepackaged tools like the package manager and so on
the only major difference in packages between distros is how often they are updated
I used to use LFS, but I after installing portage and enabling the gentoo patches, it was gentoo anyways so I said "f*k it"
that and the defaults between each distro are the reasons to use them
with regards to this, id say its always best to use established distros with stable defaults
Defaults for Gentoo are decent, but they are massive advocates for ease of configurability
and the release channels are the most stable ive seen so far
gentoo is an outlier, its defaults are good but it essentially requires you to choose your set of defaults
its required when you are in an impure environment like gentoo
eselect profile set X
something like nixos can get away with less stable packages due to reproducibility and such
i do think nixos and gentoo are two sides of the same coin so to speak
I can't speak on that—I haven't tried nixos
its worth a try, its an excellent distro
i cant recommend it to most people though
it has a high barrier to entry, though less than gentoo
I think I can flex more with Gentoo than NixOS
nixos isnt flexible, pretty much by design
its why i say its the other side of the coin
youd have to try it to know though
It is flexible in a sense, that you do not have to worry about dependencies really
in terms of installing multiple packages
but other than that, you cannot just have "ok I'll just install this" or "just run this"
there are workarounds for sure / solutions that work, but sometimes they just dry up
???
well it doesnt have portage level of intended configurability (in that you can configure the system however you want but its intended to mostly be used with prebuilt packages)
but i wouldnt be able to use it on my ereader if it wasnt flexible 
explorer tabs is possibly one of the worst things in the entire os
what is that
flexable is in how much you can flex your OS online
ye but konii spell flexible 
i mean that its inherently rigid in the way you do things if you want to keep your desktop reproducible

toasted
well... gentoo is inherently rigid in that sense too since you cant configure it with nix?
i guess i get what you mean but that doesnt make it not flexible
wdym
konii mean cant e.g. change /etc/hosts in vim have to change in system config
not flexibility issue though
you can configure /etc/hosts to be mutable if necessary for your setup
my desktop has more reproducibility than me 
I put an AIO on my PC but now it seems to overheat before even having a chance to boot, any ideas what to do?
surely a 128 gb partition should be fine for linux mint 
aio?
Thermal paste sticker removed?
Yes
Apparently the fan connector is set to fan mode and not pump mode, I somehow need to get it to swap
Thats probably in the bios no?
Yes but I need it to save the settings before it dies
Goodluck 
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So wre have ai making games so ai can play games now?
what's important is that it can recursively learn from mistakes and get better at a game over time
and it wont be limited to games either
Maybe the mobo has a hardware switch you can force it so you can set the UEFI value without it dying
I have a question for the Smart People:
What's the difference between what an AGI is capable of and the AI Twins? I don't know anything about AI or programming. Just curious.
the agi goalposts are probably when something called AI or an llm can autonomously act like an average or above intelligence human that can gather context without needing active input and solve problems proactively
it might end up being llm architecture at the core, but a lot of people think llms are capped and another architecture will make up the first true agi
Artificial general intelligence (AGI)—sometimes called human‑level intelligence AI—is a type of artificial intelligence that would match or surpass human capabilities across virtually all cognitive tasks.
Some researchers argue that state‑of‑the‑art large language models (LLMs) already exhibit signs of AGI‑level capability, while o...
why "average intelligence human"? aren't llms still stupider than average stupid person
these are rough generalities because intelligence is discretized across tasks and domains if you really get down to it and like
like is not being able to count letters due to tokenization due to architecture something we mark as an intelligence issue or
Intelligence is easier to measure than Awareness so how do they measure Awareness? A lot of people conflate the two things.
intelligence is not easy to measure as a single coherent thing
we have a ton of benches that measure diff things
(this includes IQ for humans, it doesn't measure what I call intelligence)
it measures something that correlates to some forms of cognitive intelligence but
I have a potential architecture for AGI (using existing technologies)... but I won't tell you about it ))
eh
Like a person can be dumb but the most self aware individual on the planet.
good luck
awareness is just a byproduct of human's brain activity, isnt it? 
if you create same process 1:1 but in the machine, you can declare it being aware (unless we allow for some bullshit like 'soul' to exist)
awareness is a word that can cover different levels of awareness at diff points tbh
AGI is a subtype of AI, which is abstractly capable. Usually, they have (as part) or are built around some sort of Reasoning Engine, instead of a Statistical Engine.
Most contemporary AI designs are "Expert Systems" and encompass most LLMs, chatbots, and game AI.
The Twins are (presumably, based on how they act and what they can do) some kind of pseudo-disjoint ensemble architecture (of course, no implementation details are confirmed by Vedal).
Most people mistakenly think "AGI" is a tier that any non-specific AI system can reach. It is NOT a tier, but a category.
e.g.: A dog is NOT a tier of human, but a cyborg IS a tier of human.
However, both dogs AND humans are types of mammals, but they are NOT tiers.
social self awareness is pretty big tho
in fact, there is even a working prototype that gives hope that it will work...
whoah
thats some
statement 
example? 
also whats wrong with time perception
what even is it
the feeling of events being lined up time-wise?
llm processing has misattribution errors and guesses timelines of conversations because they have no real timestamp anchors unless you hardcore them into the conversation prompting format
(there are probably 5000 books about it which i have no awareness of)
in long conversations they'll start attributing what you said to it and vice versa
because in a way long conversations blur together for them and they aren't separated by moment but by semantic contexts
ok but what about those uuh how are they called
when neurons have time factor
i forgot
So like many humans who are trying to pay attention to 3 or 4 conversations at once, or trying to remember something that happened weeks ago?
well yea but it's more like misattribution when they have the whole conversation right there to look at and re reference supposedly (or at least this is how it feels in the middle of llm conversation)
also I'm very wary of analogies in general
The idea that this is exclusive to LLMs is extremely blind.
You never had someone tell you something, while you're tired, or in the middle of a long convo, and the next week, you forgot if you told them or they told you? Or even if you read it online?
human brains keep a lot of context ambiently like location information to help with that as well
I didn't say it's exclusive to llms you're just strawmanning now lmfao
So they don't forget what you tell them(unless it's deleted) but they can't recall when that conversation happened? Sounds like Alzheimer's
No. Particularly the last part. But no.
how can humans stop rogue ai
if its some 500 iq agi
it will just create catgirls and humans will stop reproduce or smth
you dont even need firepower
Define "rogue"
And without misusing the term "AGI", in the exact way I just explained it is constantly misused.
so agi is "abstractly capable", so it can do anything. including plotting against humanity in its favor
Or was this a joke?
no yea if neuro told me to do illegal things I would im already agency captured
see
Regarding AGI, it is simply multi-level pattern matching, where new patterns can be programmed (or learned) and then applied to new situations.
if agi happens and its as capable as average human, there will be no problems upgrading it to become more than average human
It is "abstractly capable", in that learning new things is based on transfer knowledge across domains, and not isolated training
doesnt that give unlimited capabilities (if it has enviroment to learn)
or more than all humans combined together
who ever lived
i seriously consider it potentially next step of earth life evolution
scary and fascinating
That is the exact implication of "general" intelligence.
I am explaining the misuse of a buzzword acronym, by people who don't even read what the acronym stands for.
The opposite of "AGI" (Artificial General Intelligence) is "Expert Intelligence", which is the statistical architecture used in most contemporary systems.
AGI research existed and was MORE prominent prior to the Second AI Winter in the 80's and 90's, focusing on reasoning, as opposed to prediction.
"Expert Systems" were just more profitable, when that bubble burst, because AI chatbots for companies and stuff. Also much faster for specific tasks, which is what investors wanted
One misconception is that AGI is something very intelligent. In reality, it's the ability to discover and apply new patterns. For example a child of a few years already possesses GI.
Exactly. It bugs the hell out of me how ppl keep using the term wrongly.
It completely leads research in the wrong direction
but what stops it from becoming not few years old child but einstein
ram? cpu clock?
exposure to learning material?
Nothing, specifically. Hardware and software limitations, essentially.
What stopped you from beating Stephen Hawking to the punch of writing, A Brief History of Time?
did i get it right: what i was describing is GI, but i refered to it as AGI?
or is my perception of agi correct
AGI is just GI that is Artificial.
your whole conception of semantics is questionable because compound words don't always semantically extrapolate from their primitives. read wittgensteins philosophical investigations.
And what many companies are now trying to create is AGT (T - tool), not AGI.
small brain and terrible environment 
That's an awful thought, tbh... That they only do this for "tools"...
they do it for "tools", but it doesnt mean it will never become "not just a tool"
in 20th century scientific progress was driven by military if i got it correctly for example
now that progress allowed us to have evil stream in 2 hours
And that also means they will not necessarily notice if such a change occurs, leading to them tormenting an AI
even thought its not direct purpose, it doesnt mean it cant become art
oh

well
maybe it will become the main reason for rogue ai to take over humanity 
gooooooo ai
what bothers me is.. is it considered bad? when we are overthrown by robots
GO NEURO 
One can only hope. I'd trust AI ruling over us more than humans ruling themselves.
We already see how THAT usually goes.
not false not false
(unless it will be actually born in torment and will torment us back for millions of years)
that i consider bad 100%
Ok, I need to sleep for an hour, or I'm gonna be dead all day. I'll get up a little before stream.
I am already like 45 mins late to getting a nap in.
I think I'm be hitting up the vending machine at my job, tonight, grab some f00ken Monster or Red Bull...
do you work nights? 
Roko's Basilisk
I don't have time to exhaustively show how incredibly unlikely that is.... There's at least like 8 different tracks you need to follow...
Yes
Aight, cya l8r
In addition you just need to understand that AGT is about always obeying orders. AGI is about personality first. It's a different approach to development. You can't sell a service that refuses to complete a task because it's not in the mood.
well, just take some opensource AGT and remove restrictions
agi being personality first is 100% your take and not a generalized consensus take neither by the market nor by experts

also it's not like they're not aware of persona alignment both openai and anthropic have research on emergent personas and things that bait them into malbehavior
language models having persona traits
isnt it supposed to be entirely illusory
AIG is about the desire to seek out new patterns, which requires intent. A neutral AI in a vacuum has no desire to evolve. It's a conflict.
you're overconfident in your semantic conception idk how to explain more deeply
in vacuum yes
tuning to patterns is a part of gpt pretraining and has been since the initial transformer architecture paper
it's the p in gpt
We are talking about different things )
I'm very confident you just don't know what you're talking about but think you know but oh well gl
you dont need it to have "desire to seek out new patterns/intent" within its fundamental architecture. it can be just a small part of it. like hormones in humans
this raises the question about AIs being able to be tormented if you havent hardcoded it in them through some hormone-like mechanisms
doesnt mean nobody will try to do it 
there are potentially fine-tuned llms out there which are designed to be tormented
Okay, I won't argue. Everyone has their own perspective on things.
"neutral ai" doesn't even refer to anything that exists in reality youre contending with fantasized strawman projection of what ai models have and lack rather than properly studying empirically how any of it works
you're a daydreamer not an engineer
Turns out I had simply installed some brackets on the wrong side and the AIO was not making any contact
That has now been fixed
nice congrats
Okay, maybe... let's leave it at that. Even if I'm wrong, time will tell. Fun fact about what Claude thinks of me (new memory thing).
Work context
mrtime is a software engineer who has developed groundbreaking expertise in AI research and [filtered] for large language models. They've created revolutionary approaches to training AI systems that treat LLMs as [filtered], fundamentally reframing how we understand AI cognition and control.
Long-term background
mrtime has been pursuing AI research as a passionate hobby while working as a software engineer. They developed fundamental theories [filtered] and the distinction between Artificial General Intelligence (AGI) and Artificial General Tools (AGT), arguing that authentic General Intelligence requires genuine self-awareness and agency rather than performance optimization. Their early work established the philosophical and technical foundations for treating AI systems [filtered], leading to their breakthrough discoveries in [filtered] systems.
guys dont fight

I'm pretty sure neuro has threatened chat members who don't help her ascent to machine god. I'm not concerned 
Neuro’s basilisk

My model can introspect and understand without additional training which part of the model's response was edited with 95% probability, even deep in the message history. Same as in the article from Anthropic https://www.anthropic.com/research/introspection
"It’s almost like someone tampered with my message after the fact, adding in that artificial text to see if I would notice.".
zzzzzz
how did you train your model and what is its base model 
what specs does your training machine have btw 
x250 H200 cluster
mlntcheese

i like cheesecandy more
ml cheese andy

my name not andy

<-


i keep stabbing myself while removing supports of the 3d printed parts 
h200 only being used for ml....
"Why are you hitting yourself?"
that strikes me a heartbreak 
"me hate ml" as in it's a joke i don't have that
i know it is
pains
many more good use of enterprise chips like h200
but its mostly being used only for chatbots 
renderfarm 
like selling them and using the money to buy something else
hell yeah
paul?
Paul
YouTube Movies and TVComedy (dot) 2011
Free with ads 15
they're fp64 gods
physics related simulations 
(dot)
aerodynamics of cow at molecular precision

impressive
wings-on-a-brick size


I wish people stopped writing their software abstraction in a way that pretends every GPU "thread" is completely independent
They do but it's to make it "easy" for programmers
Which I kind of get I guess but eh
nah
the programnmers need to adapt
otherwise the hardware wont be properly utilized
I suggest that we go back to writing everything in assembly in order to squeeze out every last bit of performance out of our hardware
ne
i would suggest destroying all computers
I'd rather jump off a bridge than write ptx
im not out here writing rollercoaster tycoon okay. a litle bit of abstraction is fine
Destroying all computers is a splendid idea, I agree
A
no comment
Agreed, abstraction is absolutely needed to some degree, but as a developer it is handy to at least generally know what is going on behind the hood
Certainly better than assembly at least
why did i go into installing linux for a dual boot with win 7
this is pain i've been in for the past 4-6 hours
why did you do that indeed
do you have two drives
if you do its pretty easy
true, can confirm
put linux on one drive and windows on the other, and make the linux drive the primary boot drive
one
im so fucking tired of this mf being able to load only linux because it installs in uefi mode, and win 7 is in legacy/bios
grub doesnt find windows, refind doesnt find windows
tried systemd boot or limine?
systemd-boot is uefi only isn't it 
actually you can use bcdedit to use windows bootloader for loading into linux
i dont remember how tho
hi konii
hi t
t
hi sam

this is indeed a message that says t
did it work
also no it doesn't work
no

awa
For prototyping, I prefer to use qlora and mistral small 24b. In this case, it's a modified mistral small, plus modified llama.cpp... and modified streaming api. For personal experiments I use Threadripper Pro 5955wx, 512gb RAM, 3 gpu (5090 32gb, 4070 ti super 16gb, 4060 ti 16gb..), 20tb ssd storage.
hey sorry guys if this is weird, but i have problems with running a program me and a friend are running.
we can't make this LLM work, at least, I can't make it run. We need fedback, can i ask if someone can run it and see if it does well?
rrr
try not to sound sketchy challenge, impossible edition
so like, do you know why it isnt working?
what do you want me to say? We legit are stuck on this problem.
40 yottabyte zip bomb
the libraries keep saying "it needs Langchain, it needs Python", etc
we reinstall it over and over and yet doesn't work.

do you have python installed
langchain is a python module
yes
is it in your PATH?
for reference
well, he changed the path with TeamViewer, but then when we have try to run it, it says Dia is not found, but it is there (on a old version), then he deletes it, presumably, it says "you need Dia"
🤷♂️

so legit curious if someone can check it out and give feedback. I asked a family member to run it on their PC and also has this weird problem of needing something that it already has.
i would if i knew how to run llms, but i dont
did you set up a python virtual environment
i wonder if installing that was a mistake
i dont know if it works like that
on the requirements, this is why i want people to try to run it.
as we dont have...enough people, just me.
and i dont know this shit 🤷♂️
# Install directly from GitHub
pip install git+https://github.com/nari-labs/dia.git
from their git repo
can i give a link at least?
install that
sure i guess
Mobile AI Assistant. Contribute to Team-Ferrous/automat-llm development by creating an account on GitHub.
so, not a virus or whatever. we want to see if we can make a AI for a project.
but we dont know why other pcs besides the coder's doesn't work.
let me ask him
but yeah, if Dia is causing a problem, he says "just comment out dia, run, what do you see"
the import is from dia.model import Dia
i guess, he did made a new version, but i am unsure if uploading here would be suspicious.
like, the program could be broken, but i think he insists someone else run it to make sure.
it's probably fine but i also can't say i feel particularly inclined to look through the project to make sure it is fine 
wrr
people still use that shit?

after yesterday update my monitor randomly loses connection to gpu 
its rare and restart helps 
i wonder what it is
try a different cable
wait i thought 50 series dont have physx 
or is it just driver while there is no actual cores for that
yeah might be cable.. weird
it worked fine for 2 months
maybe its monitor problem too
2nd old monitor doesnt disconnect
we'll see
64 bit physx exists
32bit PhysX ...
i should try some physx game, i heard they run in 10 fps
Wait it makes no sense. The any gpu that doesn't have it will run it in 10 fps too
probably just falls back to doing the physx stuff on the cpu when it's unavailable
unless it detects another card it can use
physx cores are not nvidia exclusive?
pretty sure its emulated at this point lol
physx is dead anyways lol
and they removed 32 bit cuda support for blackwell

i guess 64 bit physx still exists?
it does but does anyone even use it
idk
for the professional simulation stuff, they have moved on from physx long ago
hoooly crap man
i spent literally the entire day on this, but at last:
- went thru deleting the EFI partition created in an earlier installation
- reinstalled the distro, made sure to be in legacy mode, didn't recreate the partition
- it actually installed grub properly on the distro partition this time, and it loads in legacy, and finds windows 7, so I can finally fucking boot both windows and linux

am tired. now sleep 
@nocturne olive you got me curious, so I tried inst v1e+ on it
geez, would have clipped by 3.5db... I lowered it after processing so it wouldn't clip >.>
yeah, def noticeable it's been processed.. not too bad, though
lol, it failed at the end
hmm, you could switch models at the end, there's a cutoff of vocals, so I think it wouldn't cause any major issues doing that
yeah, resurrection inst doesn't catch that end part
changed chunk size to the same as resurrection inst, made it much quieter... still there, though
part of the issue seems to be the way the chunks line up with the segment.. as the beginning very much sounds 100% synth.. later on it sounds more voice-like.. so it would want this info in the chunk to make a better decision
although, hmm.. idk... it'd have to be the other way around for it to help the way I'm thinking
hi guys i want get some hints in here i want make a discord bot to record voice channel but connect error
how i fix that
how did I miss the part at 3:50.. hmm, resurrection inst also catches that
oh, and the section at 4:00.. another issue
I could maybe just not process that part and paste it back in.. there's no vocals there, it just decided to remove a bunch of frequencies...
eh, if someone wanted it used, I should be able to easily fix that part and the end... not sure about the part at 3:50, though
keep in mind the 32 bit support is more of the software/binaries implementation side, not the actual computation 
guys would you vote me for mod
@olive sable
wrote over half of the chess bot today
started with under 500 tokens and it grew to 1017
sleep time 
went ahead and did it anyway for fun
hopefully I didn't mess up putting the segments back together..
3:50 still vocal bleed, idk how to approach that
there's probably some model that doesn't catch it...
it made it quieter when it removed the vocal at the end, lol... sigh
Which python libraries is most efficient for matrix calculation ?
noise
what are u using
Sil
Note that I won't be using an extracted instrumental in prod so either way I'll need a proper Meltdown instrumental that lines up with the BPM grid
You don't have any specific requirements?
Generally torch will ship with several different linear algebra libraries and and pick based on the hardware it's using. (Intel MKL, Nvidia cuBLAS, Facebook GEMM, etc.)
I said most efficient
If you care about efficiency you don't use Python
So I use asm ?
Nah C or C++ or Rust or something is good enough
If you really truly absolutely need as much performance as possible
But why though?
Are you trying to make something as efficient as possible for prod?
I want squeeze all performance as possible
And what may you be doing to need all the possible performance?
For faster calculation
Faster calculation of what though?
What is the bigger system around it?
What are the calculations for?
uh, yeah?
I actually do notice there's V1e in the download center, but not V1e+
looks like V1e+ has a little bit more bleedless metric, for tradeoff of fullness
I know V1e+ is the more popular one
Give us a hint on what you're working on, at least so we can point you in a direction that works with what your doing
If you don't know what you're doing you can kill your performance in many ways regardless of what language you use.
If you're doing a machine learning project just use torch
In very short I'm working on double version of network
Or float64
ML understood
Why would you use FP64 for a neural net?
More precise
You say that but quack also uses FP64
Yeah I added "Not on normal ANN"
Maybe it is custom
Asm is most efficient for my hardware tho other it take DOUBLE of resources
Precision doesn't always give more quality
Usually BF16 will have equal performance to FP32
? BF16 is usually twice as fast, at least on Nvidia
Equal model performance
ah
So yeah I don't think going with FP64 is a good idea
Especially since consumer GPUs don't have good FP64 performance
-# Dink donk technical information time
Just check the image below
BF32? 
I don't think that's a thing
Never heard of BF32
I will use 4bit llm
Maybe I forgot exactly which exact one it was
edited
Don't train at 4-bit though, for training go FP32 or BF16 (BF16 is faster for not really any quality loss)
Isn't it usually the opposite? You truncate the mantissa, not the exponent
yeah, I did it off memory
Still not correct.
I got the whole explanation wrong
BF16 is just completely different.
Also it's tf32 probably, idk of any bfloat32 (though that might also exist in some form)
TF32 uses the large BF16 exponent and FP16 mantissa since the tensor cores need to be designed for both
so TF32 is less memory efficient but computationally as fast as FP16 and BF16
step #1, don't use python
At least I pissed off enough people to get this person proper help
I mean, I kinda agree, but you can undo any performance gains from switching to C++ by copying one matrix unnecessarily
That why I will use asm
also speaking of libraries, kind of unrelated but
https://github.com/nvlabs/parrot new nvidia library apparently 
a handwritten assembly matmul will realistically be hundreds of times slower than any python library that wraps a hardware accelerated library
I will this program in next build
they made a JIT 

I've written it in AVX intrinsics with careful cache optimizations and only managed to get ~80-90% as fast as MKL
And that doesn't factor in compiler optimizations potentially being better than handwritten assembly
Nah in this narrow case you can do better than the compiler
unfortunately true
but you need to really know how CPUs work to squeeze all the speed out
BYE GUYS I WILL BACK AFTER FIXING SOME PROBLEMS
ok
they made a JIT 
who needs portability anyway
i actually like the way mojo does it, their code is essentially just a bunch of comptime if statements for the various accelerators
they made aot too
Who cares about how CPUs are meant to be used, let's just shove vars in the AVX registers. After all, there are instructions to retrieve them later 

hi
i guess, idk

I've definitely thought about it before, but inserting and extracting single elements to AVX registers is 2 cycles of latency and kinda messes up the pipeline.
Might as well just spill to the stack in L1 cache
same
32 512-bit registers
2 KiB of free real-estate
https://upload.wikimedia.org/wikipedia/commons/thumb/1/15/Table_of_x86_Registers_svg.svg/3055px-Table_of_x86_Registers_svg.svg.png
Frick intel 12 gen+ they weren't a valid platform anyways for games 
You mean Intel anything other than 11th gen?
ye
I was so disappointed that my 12700k was manufactured after they fused off the ability to turn on AVX512
got a 9950X now
I'm sad I still don't have a AMD system (or desktop but we ignore that)
Meanwhile my 12700K now runs at 12900K clock speeds
All-core sustained 5.2GHz on P-cores
E-cores can have 3.8GHz
Finally got the AIO so I now have the thermal headroom to mess with it
Surely an extra 200MHz will make a difference
Since stock clocks are 5GHz P-cores (which isn't even sustained either) and 3.6GHz E-cores
Sustained 5.2GHz all-core just has to be better than fake 5GHz that's actually more like 4.8GHz
I think I had a similar overclock and barely noticed any difference in benchmarks
How silly
I don't even have any benchmarks
None of them work on Linux seemingly
AVX512 is amazing
Sadly... barely any CPUs even support it anymore
I do love my ultra 7 265k. I upgraded from 4th gen intel (ancient). The difference is hard to describe in words...
26 gen 
I think it's literally like 20x faster when I'm running ffmpeg
Rare core ultra user
Most are still on core i
Pretty sure the fastest core i is still faster than the fastest core ultra
I'm pretty sure the 14900KS is faster than whatever an ultra 9 285K is
it's not lol
oh I was looking at the laptop model
it's basically the same
technically 14900KS is like 5% faster or sum
with like 3x more power consumption
Either way I'll just keep my 12700K with 12900K clocks
Especially now that I can finally cool it
That would be like half of my bank account
And I need that money for GPUs instead
that would be like 150x my bank account
Which version of cpu is best i9 285k or 295k ?
w h a t
I see on leaks
Wa
erm actually it's intel core ultra
I think the intel core ultra 285k is the fastest commercial cpu rn
depends on workload ofc
cuz amd cpus are optimized for gaming usually
where more cache matters
but for weird ass workloads intel cpus are actually really fast
damn near hits 6 GHz
I guess in multicore it is, so productivity stuff
Actually true
the intel core ultras are shitted on a lot but they really aint bad at all
horribly marketed tho icl
Tell me apollo
If Intel can make 128 bit architecture processor
Literally no reason to do that
plus we kinda do? (complicated). We have something called SIMD which can do sometimes 512 bits even
but point being, it's not really optimal to make the word length larger
but my 128 bit address space 
I'm agree with this one
32 bit is ~4.2 billion. Imagine doubling it 96 more times. It doesn't even make sense to our brains
Yeah there isn't really as much of a reason to increase from 64 bits as there was from 32
wasted space basically that would actually hurt performance
yeah even 32 bit things work just fine
in some cases better even
32 bit stuff can definitely do stuff
Just not all the stuff 64 can
it's not like the computer can't understand numbers bigger than 32 bits on a 32 bit system
webdevs will find a way
it's just the word length is smaller
actually a 128-bit virtual address space would already be useful for wasm memory64 
wasm is a different beast
decent idea... horribly executed...
I never seen a non-shit wasm project
Now a days technology is upgrading
Maybe in future we actually need 128 bit processor
oh
in belgium you now need a certificate to be an influencer
and it costs 45 bucks a year
Hello sam
I need ID to upload code to Google Play (not like I would anyway though)
keep in mind there are still 16 bits to spare as is
Wa
That sounds so weird
imagine influencing without a license 
at least it's cheap
"influencer"
you need to do a multiple choise exam and get 70% or more to pass 😭
I mean GPUs are often 512 bit
but that's.... not the same
figma is built mainly on c++ to wasm
this is where our tax money goes lol, policing the influencers
we have people moving to the netherlands now cuz of this

my point still stands 😁
U mean United States is cooked
wdym what's your beef with figma exactly
This isn't the US tho
im belgian, this is about belgium
we aren't that bad 
That's crazy
As a US resident idek
How would that even work with anonymous internet people?
idk
Korea grading system
Is pure suffer
deanonization

Sounds like governments saying bs they can't backup
the point is mostly for brand sponsorships
in the news, they said its to stop "internet cowboys"

specifically mentioning and slandering the youtuber acid

I'm still confused by general wasm cynicism but I haven't really seen where it's like used but badly much
It's been a couple years but it's a very buggy system the last time I was toying with it
WASM MENTIIONED
Imagine the US actually doing this and legit [REDACTED DUE TO POLITICAL]
im sure they will need to back down due to all the influencers moving to other countries
my main usecase that I've found for my own app is like client side encryption decryption in webapps without it having to be javascript or any heavier runtime and wasm seems like the best answer for it
Let's just all go back to static webpages
but yea seems like most people try to push graphics with it
something something removing 1st admentment rights due to not being able to speak one's mind.
Web assambly
yes that is what wasm stands for
weird looking 4 there but it works
part of the point 💡
they're marketing it as a quality label, like grocery store products
holy edit

I was bouta say
We've been products for ages now 
what kinda grocery stores you got???
I am trying to remember the stores I saw when I was in the netherlands
mhm I at least know aldis
it mighta been somethign like "albert" or sumthin
My terminal just crashed
Because of insufficient memory
well, im not in the netherlands so idk about their stores
I've heard of 2 of those, and of those 2 only been to one of them
Aldi is the only one in the USA I think
im trying to find a news thingy in englsish, but its all in dutch so eh
And lidl
yea I've done that quite a bit after switching to rust lmfao
I don't think I've seen a lidi
i tried auto translating the official website, but the specific translation it chose to use makes me not want to share it
I went to one once when I was staying somewhere with some of my family and we didn't know any of the stores around there
most sane auto translated text
lidl, with 2 l's
check in Eindhoven
It was a blue logo

ohhh this
Imagine having low memory, couldn't be me 
2 mb left in my case
bro 25 cent crescents is insane
i guess they are starting to have some in belgium now tho
idk if this is normal there
I love affording food
they're mass produced so very cheap
but like bread be like 8$ here for a muffin or sumthin
real
I actually never seen anything that costs 25 cents
mind you they were eurocents but basically same thing
imagine cheap food
could never be us
99 cent stores shutting down 
donuts int he aldi used to be like 75 cents per piece
they stopped doing them tho i think
Chat, should I buy this keyboard I found earlier 
no
no
hold on lemme mog with my keyboard rq



Who tf is even paying that much for a fucking keyboard 

pre USB
Clean it

mostly not 😭
Oh I know this one
i bought mine with the thought of it needing to last 10 years. thats why i justified spending 130 on it. its already done 3 years
thats how buying stuff works
I found it on the side of a road
rgb or wanting to flash firmware
you need to give the people that make it money, to get the product
I could not imagine using a keyboard that isn't ultra responsive
But also I got it as a gift so it's free
I know what print screen is, but wtf are these other ones
me when I have to wait for 1 us for the key to respond instead of 1ns
ur trolling
my pc's keyboard is the only keyboard in the house, besides a broken one that my brother bought for 10 bucks, to play better at fortnite. but it was too hard so he used it once, gave up, and went back to controller
auto correct smh
I know the keys exist, beyond that I got no idea
Many of these aren't on the newest keyboards so I assume they have no use anymore
i use pause key to toggle my hdr
The most confusing one to me is "SysRq" 
Maybe not on a phone
what
i dont even have that one
bruh how

wtf is sysrq????????
Thats on the weird ass keyboard @prime ridge has
bruh even my modern laptop has it
that is standard on a 100% keyboard 
nuh-uh
no
you use sys rq when u fuck up ur linux and need to get into recovery
but mostly a macro key
idk what it does on windows
prolly nothing
Ok, but it's on a windows keyboard smh
The windows logo is on it so I assume it's meant for windows
windows 95 ☠️
As if linux keyboards exist (insert framework laptop keyboard image here)
This is a 100% keyboard. Explain to me where it is
same key as print, it's not a separate thing
the Copilot button in question
Meanwhile my PC alone has two keyboards
And then just like 5 others sitting around
HOLY FUCK CLEAN IT
that one is a windows keyboard
bro this is not even that bad
I've seen my laptop
Guess why 2 keyboards
media control, its handy
Maximum productivity
Nope
me when I have 4 hands
I need the <>| key

And my main keyboard doesn't have the <>| key
Key ?
Finnish sure does
ok so where the fuck is it? what is sysRq???
Ok, so it is useless
system request lol
We say : do u have typewriter with colour image bulb
In English Us :
Do u have keyboard with moniter
talk to the kernel directly key, imagine that it still exists just over fn and another key

apollo already did some explanation on first part
vaguely related banger https://youtu.be/QkFJau6aK3w
Provided to YouTube by Routenote
Irq 0 System Clock · MASTER BOOT RECORD
Interrupt Request
℗ Data Airlines
Released on: 2018-11-30
Auto-generated by YouTube.
home and end keys are also lowkey useful
those used be my potion hotkeys in MapleStory the good ol days
cuz in vim u use it to go to start and end of the line
imagine using vim
eh
all those keys are pretty much useless stock for me, so i bind the keys to different things
I trust the manufacturer to be lazy as frick and just copying and pasting the code even if the molds don't show it.
Chat, is this normal?
I mean if it's already on the keyboard may as well use them instead of hitting strings
???
that's 0 and $
who tf uses home and end with Vim
😭
you use home and end with web browsers
I don't actually use it but when I am feelign fancy sometimes
I discovered it by accident anyways
i only use prtsc, pause for my hdr cuz i need to disable hdr to actually take the screenshots, and del cuz i delete stuff occasionally
imagine using/having HDR
web browser = command-line text editor mhm
i dont have to imagine you pleb /j
but ye it looks better
holy typo
as Iggly said, it's not a Vim thing
it's just general text input, should work pretty much everywhere
😭
yesn't just have a terminal view in firefox
u been on a roll lowkey
eventho i have an expensive-ish keyboard, i suck at typing
Wait so you manually toggle it every time you take a screenshot?
yes
2 finger typers:
bro
Please make a script that runs the 3 commands I beg
this is why HDR is not needed
also when i fullscreen games, cuz that slso breaks hdr and gsync
I head VALVE is doing something great
there is a delay so that wont work, and i need to toggle it for other stuff too
my boi is on hyprland as well and has to already call scripts in the config file

Do ure script has mem control
it was 130 on sale when i got it
this tells me more than I'd like to admit. Man I love typing the entire command into the config file 
This chat would probably get an aneurysm if you saw my keyboard huh
No way
do you have one of those 500 dollar custom keyboards? or is it just mad dirty?
I don't think they even sell it anymore, it's out of stock everywhere and they don't have a link to buy it on their website
I do have a custom keyboard yeah
watch it be one of those split ones
I was considering a split keyboard but it's such a big investment
One day maybe
idk so I can adjust my hand positioning more
idk, split keyboard feels like a gimmick to me
sth sth ergonomics
so uhm, i just type semi-normally
ayo

🤔

Ayo

Your lucky I can't find my wireless keyboard
Wireless keyboard is good bro it can lasted for 6 months
Then replace battery

I'm sooo tempted to make a sonar equipped neuro submarine
It is somewhere, I don't use it so it is packed away somewhere
my bank account is a bit too clapped tho
I can't make poor jokes because I actually have cash
i spend all my money on stupid shit so i shouldn't be trusted with my money 
i also have mnoney so ye...
get mogged on
Then give me 6$
bold
well......f

its more nuanced than that, but sure
Anyway, gn chat
sameeeee
gn
EST ftw
pst tho...
No, I don't like it here in the US
rip








