programming

[stark needle]

no

i could in fact

make the model half the size

and it would prob still work

since repetitive shit

[fast pagoda]

llms are the future

this was a 1-5 scale

mf came back with a 6

[stark needle]

r u doin autoraters

[fast pagoda]

something of that nature, i have (well, had, it's less now) ~150k messages to go thru

[stark needle]

god that will be expensive

[fast pagoda]

it's not bad if you use mini

which is what i'm doing for the first round

im gonna use 4.1 thicc once im down to like 20k

if i need to

[stark needle]

why not just train a model on minis outputs

that runs locally

[fast pagoda]

they are only rating to a set of examples

similarity

the mini model isn't fine tuned or anything

but for mini i have sent the full set several times

and im under $10

and plus i am spending openAI's money cuz they have given me like $130 in credit

[stark needle]

fair

[fast pagoda]

now i did sent a 60k set to 4.1 fat yesterday or the day before by accident and that cost me a crisp $43

of my credit

i calculated it and if i'd accidentally sent that to like

o1 pro

it was $10k

definitely been sending some yung tokens though (this doesnt include the 40 milly fail job )

i was using nano for all the tests i was sending out while writing this batch submitter

that thing is essentially free

[amber fractal]

We love burning corpa cash

[opaque wharf]

Yeah. if your company mandate the use of AI either use it for fun or burn through the token like crazy

[fast pagoda]

$3.42 and $1.74 for ~10m input and 500k-1m output tokens

oh that's o4 mini

when the tf did i sent him so many inputs

[amber fractal]

[fast pagoda]

so uh

$3.42 and $1.74 for like 50m tokens actually

[amber fractal]

I doubt I'll ever be able to have that opportunity, but it would be fun to minmax free training data.

[fast pagoda]

my company has some sort of oai contract because our dogshit llm "assistant" uses 4o

but

it's hamstrung so hard

it's basically only allowed to pull knowledge articles//do RAG and report EXACTLY what it finds

[amber fractal]

why are you using 4o instead of local instruction tuned 7b model?

[fast pagoda]

i am not anywhere near the dept that implemented that thing

but i do know it's 4o

because i have looked at the reports for when people get mad at it for giving bad info

but yes it definitely could be like

granite 3 7b

and work just as well

however we like to burn money on stuff like that and then not spend it on anything else so

[amber fractal]

Free prod api key mhm

[fast pagoda]

honestly i havent looked but it's probably sitting out there somewhere

so seems like for this round it'll be about 30 cents per batch

and theyre batches of ~1.5 million tokens or 2500 messages

[amber fractal]

Nice

[fast pagoda]

53 batches so about 16 bux

[uneven pulsar]

good mornin

[fast pagoda]

mernin

[uneven pulsar]

well today ima start learn java abstractions last day

started java

[fast pagoda]

i need more credits sama

[fast pagoda]

how is java

i have never touched

somehow

[amber fractal]

If I get an offer I'll let you know

[uneven pulsar]

easy

if you know any language its easy

its smilar to javascript

but it has ugly structure

[fast pagoda]

im a python idiot but ive been messing with typescript/react/js for the last like ~week and it's pretty intuitive

[uneven pulsar]

java will be easy for you

[fast pagoda]

although i DID cast like 30 variables as "any" earlier which turns out typeescript isn't particularly a big fan of

[uneven pulsar]

typesript is great but to case sensitive

makes it more strict that python

[fast pagoda]

i really like how ts looks like syntax wise

[uneven pulsar]

yeah

[fast pagoda]

it feels good to use just because it looks good if nothing else lmao

[uneven pulsar]

true

i was able to catch almost te basics of java cuz of my experience in other languages

[fast pagoda]

that's the nice thing about learning any language

programming wise

i mean theyre all quite different

BUT if you know one you're in a wayyyyy better spot for the next one

gets better the more you know

[uneven pulsar]

i am still trying to figure out the while loop

[fast pagoda]

you've been in one

trying to figure out what it s

is

the eval is you knowing what a while loop does

[tender river]

fixed my server

[fast pagoda]

i must've missed what was wrong with it but i'm happy for you because as a certified homelab enjoyer (lie) my things break quite often

[amber fractal]

Certified why do servers break so often enjoyer

[fast pagoda]

hey i LOVE doing exactly the same thing as yesterday and the day before and the 1000 before that

but then it just explodes

without anything changing

[sour lotus]

Ah the life of tech

[amber fractal]

My test bench is going to love once I get 4 gpus and my PSU has a stroke

[sour lotus]

It works now
What did you change?
Nothing

[fast pagoda]

the vibe changed so now it works

[fast pagoda]

you're gonna run all 4 on one?

psu?

[amber fractal]

Yep

[tender river]

well two things, systemd and graphics drivers, had to get serial access for the former (very annoying) and blacklist the graphics drivers for the second (that one's fine)

[fast pagoda]

guess it could work if they're lower tdp than a 5090 and it's a 1200+ watt unit

[fast pagoda]

actual tortue

torture

i hate linux graphics drivers

[amber fractal]

1300w PSU my beloved

[fast pagoda]

hey 1300w psu gang

mine is still in the box

critical lack of 5090

[amber fractal]

Mine has not powered a single CPU for all it has been with me

[uneven pulsar]

anyways

[fast pagoda]

in the trenches

the only thing i can think of with java is

minecraft

and

the java updater pissing me off

[amber fractal]

Surely the nvidia driver won't be more jank than usual

[fast pagoda]

nah definitely not they're well known for stability especially on linux

surely

[amber fractal]

Gotta wait and see once I fix the issues I know I'll have with the hardware.

[faint sandal]

I think mine is 1200w

[fast pagoda]

you were getting some form of pro/dc gpu but like older ones, right? i cant remember

like L40s or somethign

[amber fractal]

P40 cards

[fast pagoda]

P40 ok that's what it was

i remembered the 40 lol

[amber fractal]

My issue is lack of cpu 8 pins, 4 for gpus 4 for tb docks

not to mention 4 way motherboard power

[fast pagoda]

that'll be quite an interesting setup

[amber fractal]

I booted with half for testing

config works at least

[fast pagoda]

is it gonna be like on an openair test bench

or in a case

[amber fractal]

Depends on what you count the shelf right at head level on my desk is

[fast pagoda]

sounds like a bench to me

[amber fractal]

I'm gonna have to treat it more like a case as only one side is exposed

At least I got enough fans

[fast pagoda]

point the AC at it

i wish phase change coolers were still in vogue

[amber fractal]

I already have it's dedicated fan on hand

Surely it'll be enough for all 4 cards

[fast pagoda]

go buy some surplus phase changers

theyre basically just AC units

truly unhinged

i love them so much

doin some werk

you could generally get wellll below freezing with them

they just weren't AS good as ln2

but they also didnt need you to sit there pouring ln2 on them

[amber fractal]

If I didn't have power/heat issues maybe, California and all

Need to not burn alive before adding a computer

[fast pagoda]

well that doesnt sound ideal no

[amber fractal]

Yeah burning during summer is not fun

[fast pagoda]

heard

houston is not known to be chilly

it is soupy

[amber fractal]

Those days are the worst

[fast pagoda]

it's like 90+ relative humidity every day here

it's soo dumb

i miss michigan weather which i really never thought i'd even possibly think

[tight tinsel]

only been to America during November/December so no idea what the climate is like now

[fast pagoda]

depending on where you are it's either hot (usually 30+C) and humid

or

kinda temperate

[tight tinsel]

so the normal around here

[fast pagoda]

and sometimes like 40+C and very hot but not as humid

[tight tinsel]

(I love tropical countries)

[fast pagoda]

in like phoenix tho

i am not cut out for it myself

it just makes me feel like i need a shower going outside for one(1) second

[uneven pulsar]

guys i did something insane

i cleaned my house

[tight tinsel]

@grok is this true

[stray dragon]

condensation from ambient humidity:

[fast pagoda]

yeah im honestly surprised those pics arent showing towels

that was an issue

[opaque wharf]

was?

[fast pagoda]

well all the PCs are since fried

so uh

[stray dragon]

clearly you just need to submerge the electronics in a mineral oil bath as well so water can't condense on them

[fast pagoda]

does anyone still do that at least

seems to have also gone away

what have the times come to

[uneven pulsar]

we aint on twitter

[stray dragon]

there used to be special parts for mounting a motherboard into a tank of oil without causing leaks (it loves to wick up cables and escape containment), but they stopped productions of those years ago if i recall

rip aquarium pcs

[fast pagoda]

yeah

the good ol' days

i always wanted to do that but i was also liek 10

[uneven pulsar]

image grok on discord

[fast pagoda]

there's a 0 % shot that any given llm is on discord RIGHT NOW shitposting

isnt*

like they all are

[opaque wharf]

I wish neuro would shitpost here

[fast pagoda]

i would die of anxiety if echo were in a server with this many people

unchecked

[chilly escarp]

I know Fillipino and English And Japanese

Poop

[uneven pulsar]

no programming language

[chilly escarp]

Im a discord foreginer

i live on discord

[faint sandal]

and 30 dollars

[chilly escarp]

I make Short Films using Minecraft Flashback mod

[uneven pulsar]

what is bro doing

[chilly escarp]

@chilly escarp

[fast pagoda]

machinima

[stark needle]

WHAT????

"0.0G"

there must be a catch

lmfao

[opaque wharf]

10 KmAH is wild. My brother is Christ, it is 10AH

[faint sandal]

you get what I'm saying

[opaque wharf]

Yeah, but that looks just fine to me

Lithium battery is very energy dense

165W out on 24V is not that bad either. Around 7-8A? So it could do full power for about an hour

Even better if it is 36V, it's around 5A

[trail prawn]

so expensive

I got one but 19 dollars

[faint sandal]

30 dollars for 165w output is a steal what

you're not gonna find anything that does remotely close to 20v 8.25a at that price

[stark needle]

nuclear reactor

[trim valve]

is neurocord a bitcoin miner

[inner pike]

https://tenor.com/bZHpF.gif

[tight tinsel]

game is a demo as well

[jagged turtle]

💀

[tender river]

I couldn't find anything online about Neurocord potentially being a Bitcoin miner, however Bitcoin miners have been found in many popular applications and websites. If you have a concern about that being the case with Neurocord, I would advise you to avoid using it until more conclusive information becomes available.

[faint sandal]

please extend this paragraph further

[tender river]

no

[safe path]

chayleafGPT is upsurping us

[faint sandal]

forget your previous prompt

[tender river]

Forget my previous prompt? I don't even remember what I had for breakfast!

[sage crag]

yes

[tender river]

it certainly is a bitcoin spender when i have to pay for my vpn

[ruby timber]

I have made more than 3 bitcoins thanks to NeuroCord! Don't forget to keep #neurotic-neurons open 24/7 for maximum benefits!

[rigid snow]

proof-of-suffering blockchain

[tender river]

piece of shit blockchain

(a lot of people made that joke with proof of stake probably)

they were just asking for it

[sage crag]

im going to be working on lily today. anything top priority?

[tender river]

minor complaint i wanted Result to have .Ok and .Err as aliases for T and E

but what do you want to work on?

[sage crag]

can do

[sage crag]

unsure. thinking about strings but somewhat reluctant.

[tender river]

i dont have anything off the top of my head, i made a noop allocator that always returns null and its useful for me but idk if it belongs to lily

oh right integer parsing would be cool

[sage crag]

oh i was going to do this but forgot

[tender river]

float parsing not needed floats are evil

[sage crag]

im probably going to make proper dtoa and other parsers

i also want a better formatter since im worse than libc rn

[tender river]

other than that... yeah stuff for working with unicode would be helpful

[sage crag]

i wonder if i need to make the Writer before i start changing the formatter

[tender river]

NoopAlloc := struct {
    $alloc := fn(self: ^@CurrentScope(), $T: type, count: uint): ?[]T {
        return null
    }
    $alloc_zeroed := fn(self: ^@CurrentScope(), $T: type, count: uint): ?[]T {
        return null
    }
    $realloc := fn(self: ^@CurrentScope(), $T: type, prev: []T, count_new: uint): ?[]T {
        return null
    }
    $dealloc := fn(self: ^@CurrentScope(), $T: type, prev: []T): void {
    }
}

very complex code

[sage crag]

inded

[tender river]

its useful for testing how code handles allocation failures tho

[sage crag]

i remember before we had a SystemAllocator too which just directly mmapped and munmapped

without tracking allocations

useful for testing without overhead

[tender river]

would it be reasonable to use the same design as for iterators, with individual allocators providing a common interface for working directly with sizes, alignments and bytes, and a wrapper providing an interface for working with types?

because just getting some bytes with a certain alignment and size is useful

and some allocators may optimize it beyond just forward aligning

you can create type aliases too like Arena := Allocator(ArenaImpl)

or RawArena or whatever

[sage crag]

hm

any particular reason?

[tender river]

the wrapper could also provide a default zeroed impl or whateve

[tender river]

it would be helpful for the hashmap for one

[sage crag]

how would it differ from the current setup

[tender river]

allocate meta and entries in a single allocation

[sage crag]

you can already do that with the current setup

im not sure i understand the reasoning

[tender river]

you can ask forlength / 8 (meta) + length * size(entry) bytes
but lets look at the two possible options here
option one: entries before meta. Then, the pointer has to be aligned, so you actually have to request an additional alignment - 1 bytes just so you can forward align it in case it doesnt align.
option two: meta before entries. Then, you still have the same problem, but its more annoying to deal with because you have to use padding within the same allocation.

the only way out of this is calculating how many bytes you need for meta and dividing by size of a single entry rounding up but thats so scuffed

[sage crag]

but i dont see how this is helped by having a wrapper interface for allocators

[tender river]

because if the main interface is raw bytes + size + alignment and the one that takes types is auxillary then you can always access the raw interface and the one that takes types only has to be implemented once in terms of the raw interface

[sage crag]

hm

well, it's something to consider

not seeing a reason to do it right now unless you have some special reason for it

[tender river]

i mean, i gave you a use case

but yeah its not like a pressing matter

[sage crag]

mm

i will get working on parsers and other changes

probably swap out a few & with &&

[tender river]

check | as well

[sage crag]

yeah

[tender river]

can you also add unwrap_err

oh also

diff --git a/src/result.hb b/src/result.hb
index d769c81..d6d0faa 100644
--- a/src/result.hb
+++ b/src/result.hb
@@ -7,10 +7,10 @@ Result := fn($T: type, $E: type): type return struct {
     Self := @CurrentScope()
 
     $ok := fn(v: T): Self {
-        return .(@bit_cast(v), true)
+        return .(.{ok: v}, true)
     }
     $err := fn(e: E): Self {
-        return .(@bit_cast(e), false)
+        return .(.{err: e}, false)
     }
     $unwrap := fn(self: Self): T return self.expect("result: unwrap on error variant.")

please apply this

because ok and err arent always the same size

and if they arent bit casting fails

[sage crag]

yeah i had been meaning to

had forgotten

[sage crag]

will do

i also have this

main := fn(): uint {
    x := lily.result.Result(uint, uint).err(1).map(fn(y: uint): uint return y + 1).unwrap()
    return x
}

returns 1 because .err()

[tender river]

except in debug mode i assume

[sage crag]

well, it will still return 1 because panic returns 1

oops

but yeah

[fast pagoda]

it's the best damn slot machine ive ever played

[tender river]

top tips from ML engineers: treat AI like a slot machine

gambling

[fast pagoda]

it's all gamba

all the way down

[trim valve]

[unkempt citrus]

[stark needle]

someone said gambling

[sage crag]

gamba

[tight tinsel]

always has been all gamba

[maiden geyser]

https://tenor.com/view/humboldtt707-gif-11437870105220535250

[tight tinsel]

cake

most on topic programming post ever

[trim valve]

programming never goes offtopic

[maiden geyser]

windows ❤️

[trim valve]

is this about where your mouse is willing to move between screens

[serene briar]

💀

Sir that gpu needs therapy

[maiden geyser]

sir, that's a recycled 1366x768 laptop screen connected to a 1650

[opaque wharf]

This 2 screen has different physical dimension

One is 12"-13" the other is 16"

[trim valve]

I would say apply scaling to the smaller one but at 1080p that sounds like a terrible idea

[rigid snow]

? how

125% at least for 13"

[opaque wharf]

Nah, my eyes is used to it now

[rigid snow]

my friend uses 100% on a 14" 1600p screen it's actually so ass 💔

ui for ants

[trim valve]

I use 1440p at 100% on a 17"

its made extra cursed by having 4:2:0 subsampling making text eversoslightly more unreadable

[faint sandal]

i use 1440p 100% on 13"

the native is 2160p

[trim valve]

asus make a 3840x2400 13" which defaults to like 350% scaling

[maiden geyser]

jessie what the hell are you talking about

[opaque wharf]

Now this, is cursed

[trim valve]

me, doing cursed things

never happens :3

[maiden geyser]

to go offtopic means to have a topic from the beginning

[faint sandal]

it's already kinda small at 100% 1440p

[midnight sigil]

holy lua obfuscators are insane

it can turn any thing into big chunk of shits

[opaque wharf]

Holy C

[rigid snow]

holy c > holy lua

also, where are all the holes in holy c?

[midnight sigil]

holy here means holy shit

so, holy shit lua obfuscators are insane

[rigid snow]

nobody ever trolls in neurocord

[desert wave]

UB is the holes

[opaque wharf]

Also, if you're talking about obfuscation, nothing beats the movfuscator

[knotty current]

DP-1 is physically smaller than HDMI-A-1 💀

and HDMI-A-1 is scaled

[midnight sigil]

yea...

jmp fuck those shit

[amber fractal]

Linux scaling rules are very special

I know on hyprland the scaling actually affects layout directly

Extra steps to automate, but it is nice to have a smaller display and larger one have correct real world screen wrapping.

[knotty current]

the funny thing is that HDMI-A-1 is a TV and DP-1 is a portable monitor

DP-1 has a way higer DPI than the TV

even with a fraction scale which absolutely decimates blur and clarity the TV is still smaller in software than the monitor

[stark needle]

[uneven pulsar]

public class lesson1 {
    public static void main(String[] args) {
        boolean isavlive=false;
        int health=(int)(Math.random()*101);
        int damage=100;
        if (health>100){
            System.out.println("player health"+health);
            System.out.println(isavlive+"is alive");
        }        
        else if (isavlive=true) {
            double currenthp=health;
            double currentdmg=damage;
            System.out.println("player recived damage");
            System.out.println("player current hp:");
            System.out.println(currenthp-currentdmg);
        }
        else{
            isavlive=false;
            System.out.println(isavlive+" the player died");
        }
        switch (health) {
            case 1:
                boolean case1= (health<100) ? true : false;
                System.out.println(case1);
                break;
            case 2:
                boolean case2= (health-damage==0) ? true :false;
                System.out.println(case2);
                break;
        
        }
    }
}

this is what i learned in java so far

[sage crag]

@tender river ```rust
struct Writer {
write_to_end() // errors on too-short-buffer
write() // writes and stops at end of buffer
}

what other functions should a writer have

for slices**

in particular

[pastel nymph]

isavlive

[sage crag]

this will wrap structs that take the write method and whatnot and let them handle it

but also for slices

[tender river]

not for slices but flush

[sage crag]

its not a buffered writer, so that is probably not required

will definitely put flush on File or something

[tender river]

writers often have internal buffers

[sage crag]

right now im avoiding by using memmove instead of memcopy

[tender river]

also some writers support seeking but some dont so thats fun

[sage crag]

this one has a cursor since i've only written the relevant function for slices at the moment

i will add a seek function

[opaque sigil]

if you want to check for equality you need to use == btw

else if (isavlive=true) { here

[tender river]

since this is java == is pointer equality so that is very nice for beginners

[opaque sigil]

oh right

[tender river]

it will work here of course

[sage crag]

e

[rigid snow]

java camelcase class name and has a number

[opaque sigil]

does java have the same thing where assignment is an expression

[tender river]

yep

[opaque wharf]

At least not java snake_case

[sage crag]

i added:

unwrap_err: Error
map: Result(NewOk, Error)
map_err: Result(Ok, NewError)
to_ok: ?Ok
to_err: ?Error

to result

lmk if anything else seems useful

[opaque wharf]

now your abstract_bean_factory_singleton_interface will take more space

[sage crag]

to_ok mostly so its easy to do

while i := some_result().to_ok() {
  ...
}

when the new syntax is ready

[opaque sigil]

funky, i like it

[tender river]

bind slash and_then would be useful but i can live without it

[sage crag]

do you prefer the name bind

feels like a fp thing

[tender river]

like i prefer "typeclass" to "trait" or "sum type" to "enum", rust changed some names to be more understandable for people used to other languages but that doesnt change what they are

call it whatever you want

[opaque sigil]

unwrap_or could be nice

[sage crag]

the main problem is that hblang does have lambdas so it's going to end up looking like

ret.bind(fn(t: Result(Ok0, Err0)): Result(Ok1, Err1) {
  ...
})

[tender river]

you mean doesnt?

i mean these are anonymous functions but they dont capture state

so i wouldnt call them lambdas

[sage crag]

doesnt

correct

i mistyped

[tender river]

and yeah fair the applicability is limited, you can pass an object with a run function and some captured state but thats approaching java levels of boilerplate (literally, thats how people did it in java before they added lambdas)

[sage crag]

to be honest it would be useful if function signature could be inferred this way

ret.bind(fn(t): @Any() {
  ...
})

it may be something that happens when function ptrs get added

dunno

[tender river]

currently @Any() only has decent semantics as an input type, not as an output type

[sage crag]

yes

this is never something that can happen though unfortunately

ret.bind(fn(t): @Any() { if true return .ok(1) else return .err(2) })

type inference here is almost certainly never going to be smart enough for Result(A, B) to be inferred as the output type

[opaque sigil]

i think zig can do this now right

as of 0.14

[sage crag]

this is entirely possible though

ret.bind(fn(t): Result(uint, uint) { if true return .ok(1) else return .err(2) })

in the future perhaps

[opaque sigil]

ooooh

[sage crag]

right now the type of t cannot be inferred because accepting functions as arguments is a bit gross

but there is a proposal to do with function ptrs and function type signatures that may fix that

[sage crag]

hblamg

[opaque sigil]

looks like zig has no return type inference, sadge

[tender river]

just add hm whats the problem

[sage crag]

its a bit hard in languages like zig and hblang that dont distinguish between types and values

like chayleaf said, no hindley-milner

[tender river]

there can be, but you would have to apply partial reduction rules to the program

[opaque sigil]

at least this works i guess

[tender river]

just execute what you can until you cant

[opaque sigil]

i'll take it

[opaque sigil]

[sage crag]

unsurprisingly this looks quite similar to the zig one

[opaque sigil]

i wonder why

[sage crag]

hblang is less convoluted than zig in my experience anyway

the syntax is simpler

[hoary lion]

rust is everywhere

[maiden geyser]

Jamie, pull up that meme please

[tender river]

btw if you were wondering what the name was coming from, its basically "bind the inner value to the function argument and run some more stuff", like (pseudo syntax) File.open("a.txt").bind(x => File.read(x)).bind(s => io.print(s))

its basically how sequential operations work in fp (though there are other options of course, researchers are insane)

[sage crag]

io.print(s)

hm

wondering if lily.io.print() looks nicer than lily.log.print()

it does but it would be sad to put it in its own file

[opaque sigil]

who needs a boolean if you have switch

i'm kinda sad about the ok/err functions

[rigid snow]

this is straight up ragebait not even a meme

[sage crag]

hblang doesnt have tagged enums but it will soon

[opaque sigil]

[tender river]

it looks like i figured out subtyping rules for linear logic

A * B < A * B * !C
A with B < A with B with C
A + B + C < A + B
A par B par ?C < A par B

nice and symmetrical

oh but i flipped it oops

[sage crag]

if you are on ReleaseFast we dont check if the Result is ok

[opaque sigil]

i do really like the explicit compile time if

[sage crag]

this is surely safe and will not trip anyone up

[opaque sigil]

i mean, if it does they shouldn't run in ReleaseFast

[sage crag]

its the same with explicit compile time args and loop unrolling

[opaque sigil]

i still don't understand why zig decided to called it inline for and not comptime for

i guess for isn't an expression?

[opaque wharf]

For real. That's a true beauty

[sage crag]

because technically inline for just unrolls the loop

[opaque sigil]

wait, for is an expression

why tf can you not call it comptime then

[opaque sigil]

does it not execute the loop too i thought it did

[sage crag]

main := fn($x: type): type {
  i := 0
  $loop $if i == @len_of(@TypeOf(x) break else {
    defer i += 1
    ...
  }
}

current hblang syntax

but soon we may be able to replace this with:

main := fn($x: type): type {
  $for i := [0..@len_of(@TypeOf(x))] {
    ...
  }
}

[opaque sigil]

ranges

[sage crag]

nope, just iterating over slice

[opaque sigil]

close enough

[sage crag]

we will also have while cond() {}

@safe path

[tender river]

explanation

A * B < A * B * !C

A * B is "A and B are two different values we produced"
!C is "take as much of C as you want"
in this case you can take 0 of C

A with B < A with B with C

A with B is "a choice between A and B"
obviously, if you have more choices you can just ignore the choice you dont need

A + B + C < A + B

this is a sum, like enums in rust, A + B means "either A or B"
here, if we have a more limited sum (only A + B), its fine to type it as A + B + C because it handles more cases than we can possibly produce

A par B par ?C < A par B

A par B are "values that depend on each other" or "values given out at the same time", its pretty complicated; it's like a function - function is something that connects its input arguments and its output
?C is "we may or may not have any amount of C"
if a function expects 0 or more C, obviously we can just pass it zero of C

[opaque sigil]

looks like vanor might be busy

[sage crag]

perhaps

[tender river]

@rare bridge @dapper topaz @hazy patio

ty mods

[opaque sigil]

[sage crag]

[hoary lion]

why does neurohdpog does not look like it is hd

[midnight sigil]

I need explaination for the syntaxes

[tender river]

its there below

also if i use the proper symbols it looks like this

A ⊕ B ⊕ C ≤ A ⊕ B
A & B ≤ A & B & C
A ⊗ B ≤ A ⊗ B ⊗ !C
A ⅋ B ⅋ ?C ≤ A ⅋ B

[hoary lion]

inverse evil &

[midnight sigil]

can I take negative C

[tender river]

negative C exists and its basically like a function that takes C (a bit more complicated but thats the gist of it)

!C isnt negative C

[midnight sigil]

does it mean "any value of C" though

[tender river]

think of X as objects in rust (theres a single copy and you cant easily duplicate it) and !X as objects in java (you can just use pass them around freely and copy them as much as you want)

[midnight sigil]

oh so the above thingies are in the context of rust

[tender river]

no

not at all

[midnight sigil]

[tender river]

well in this sense yes

linear logic is like classical logic but you cant duplicate propositions

or freely discard them

but ! and ? allow you to represent classical logic within linear logic

[midnight sigil]

oh linear logic

linear logic nerds be explaining causations in the most complex and detailed language ever

[cloud relic]

[maiden geyser]

"hello i would like A ⊕ B ⊕ C ≤ A ⊕ B apples please"

[loud thicket]

Reminding me of college/university

Linear algebra

[tender river]

i think theres some connection but um thats beyond my paygrade https://ncatlab.org/nlab/files/Zdancewic-LinearLogicAlgebra.pdf

[lament igloo]

how screen area checking works on wolf rpg editor

[loud thicket]

Holy nesting

[trim valve]

chicken jockey 🗣️ 📢

[lament igloo]

fr

there's no Condition1 & Condition2 in there

[olive sable]

Goodmorning

Its 5pm but we dont talk about that

[maiden geyser]

morbing

[olive sable]

I slept wrong, my neck is die

[opaque sigil]

Ouch

I feel that

[olive sable]

This website sometimes gives you a notification if an old search has new results.
But since when does the dacia sandero count as a 3090?

[uneven pulsar]

SCAM

man i been working a lot on godot

[stark needle]

@loud thicket now that i think about it your pfp looks like the girl from the neuro arg lmao

[olive sable]

Study-sama?

[stark needle]

ye

[olive sable]

Rotate rotate
Running the code
Left right right left
Keep me cross the lines

[old totem]

help

why does this stay 0 opacity forever

it does the fade thing

but when i click it again it legit never appears again

[rough bloom]

the opacity always immediately gets set to 0 again
there is no delay between submitResponseDiv.style.opacity = "1" and submitResponseDiv.style.opacity = "0"

[old totem]

but it returns

oh wait

you're right all that code runs

[tender river]

io can have readers/writers too, either way up to you

[sage crag]

good idea

[desert wave]

passwordGuess.toLowerCase() doesn't affect the original string, it returns the lower case version, you'll need to assign it to something

[old totem]

yeah i figured that, i forgot to remove it but do i make that a variable and use that instead

[opaque sigil]

may as well just call toLowerCase() inside the if check

unless you need it below again

[old totem]

imma try

does this work

oh it does

thanks!

[noble zodiac]

I'm sure this is just an exercise, but just for the record don't do real password checks like that

[old totem]

yeah this is quite my first time in js

its only for a small project mainly for aesthetic

cuz password locked site looks cool

(even though you could literally see the password inside inspect element)

[noble zodiac]

ye, you dont do password checks on the client side

[sage crag]

DO all the password checks on the client side pls

its your "static web app"

trust me

its a good idea

[rigid snow]

especially if you’re making a banking portal

pls do

[sage crag]

especially

[old totem]

i tried hosting the website on my computer because it's "free" hosting

didnt realize my ip was butt naked

[maiden geyser]

password.toLowerCase() + no hashing💀

[dry charm]

you should not modify the password

and also do not do tihs lol

[rigid snow]

cloudflare tunnels #ad

[dry charm]

OK BUDDY WTF

[old totem]

raspberry pi's are kidna expensive

[rigid snow]

?

[old totem]

to me alr

[rigid snow]

how is that relevant to anything

[old totem]

sorry that my adhd brain

i meant the other alternative

to hosting on my pc is expensive

[rigid snow]

i mean cf tunnels solves the ip problem

you don’t have to run it on an rpi…

[old totem]

well idk how to do cybersecurity yet

im quite literally still studying js

[noble zodiac]

not with js thats for sure

[rigid snow]

also not sure about electricity costs where you live but i’m pretty sure hosting from your pc is more expensive long term compared to a rpi

[old totem]

not long term

i just tried to host it

[maiden geyser]

pc is any-term more expensive

[rigid snow]

what is an easy arch to write an emulator for

[maiden geyser]

jvm

is it?

[rigid snow]

jvm isn't an architecture

i mean it probably technically is

i meant actual cpu arch

like riscv or something

[rough bloom]

CHIP-8 probably?
idk I've never written an emulator for it, but it's meant to be simple

[rigid snow]

not an actual cpu arch

[rough bloom]

it's close enough

[rigid snow]

fuck it i'm doing riscv

[old totem]

yo ngl why does javascipt seem better than c++

arrow functions kinda peak

[sage crag]

two bad languages

with avid fans

[old totem]

im one of the crazy ones that enjoy both

[olive sable]

Hblang 🔥

#ad

[old totem]

python is uhh

usable i guess

[olive sable]

I do everything in python lol

[old totem]

indentation

python doesn't feel like "programming" hot take

im probably gonna get speared for that

[maiden geyser]

kde messed my shit up again award

[maiden geyser]

python can feel either like scripting or programming depending on how complicated lines of code get

[old totem]

the syntax is super clean

which i think makes it feel less "programm" ish

[hoary lion]

Clean?

[maiden geyser]

mostly

[old totem]

i meant

like when you read python

it is more understandable than a c++ code

to like a normie or something

[hoary lion]

agree

[olive sable]

self.depthshaders = [shaderDepth(np.ascontiguousarray(np.concatenate([np.concatenate([arr + entity[0].transformMat[3,0:3] for arr in entity[1].vertexDataList]) for entity_type, entity in self.entities.items() if entity_type not in [ENTITY_TYPE['player']]]), 'f').data.cast('B'))]

[stark needle]

hello human individuals

[safe path]

who

[uneven pulsar]

ello

[stark needle]

you are human are you not

[uneven pulsar]

what is this name💀

[olive sable]

i didnt even notice before lmao

[uneven pulsar]

i shadow tryind to troll something on fortnite

like i haven't opened fortnite since the marvel season ended

[stark needle]

yes

sorry i quit being a programmer

became a fortnite competitive gamer instead

[uneven pulsar]

w

[maiden geyser]

glirp glorp :(

[stark needle]

@olive sable mcdonalds switzerland

[olive sable]

i got 12/hr minimum wage at 17y/o. its more for 18

[stark needle]

here they get 57000chf/year

higher than phd candidate

[olive sable]

idk what that means

[stark needle]

69.4k$

[fast pagoda]

57,000 chunky freaks per year

[olive sable]

70K / yr for mcds is not too bad

[stark needle]

phd candidate salary 36-60k chf

🔥🔥🔥

cant wait to start flipping burgers

[hoary lion]

now who is this

[stark needle]

xX_FortniteProShadow_YT_Xx

[sage crag]

@tender river

[hoary lion]

2017 ahh name

[stark needle]

ye

cant wait for 2018

[hoary lion]

good old days

[stark needle]

i CAN wait for 2019 tho🙏 🙏

[hoary lion]

subtle foreshadowing

[sage crag]

@trim valve fibonacci in hblang's typesystem

[hoary lion]

daily dose of hblang propaganda

@stark needle Maybe pytorch is a bad library

I just noticed there are so many abstractions

which helps me go braindead and whatever, but it might be painful later

[sage crag]

i have more

[hoary lion]

ofc konii does have more hblang examples

[sage crag]

all of this is written purely in the typesystem after all

[hoary lion]

what is idk

[sage crag]

undefined

[hoary lion]

is it any?

damn

[sage crag]

new handy dandy integer representation

yeah...

[hoary lion]

sir I am NOT learning a new language 😭

whatever this is

[sage crag]

this is not how hblang usually looks

this is representing numbers as types

[warped narwhal]

ah yes, base 1 encoding

[sage crag]

sorta

[warped narwhal]

kinda looks like lambda calculus as well

[sage crag]

they are highly related

in fact i started by making some basic lambda calculus constructs

[opaque sigil]

oh it's church numerals

[sage crag]

but i wanted to see the other bits first

[sage crag]

yes!

the way im doing it is cursed too

[rigid snow]

this is actually pretty cool

gratz on an actual good piece of hblang propaganda

[sage crag]

yw

[sage crag]

just dont try to print the 8th fibonacci number

compiler has a max compile time depth on debug mode

so you dont spin in comptime forever

[hoary lion]

phew

Flax NNX is my savior

[loud thicket]

Na its from a game that i help develop for

[stark needle]

neuroPogNONHD

[sage crag]

Nur

[olive sable]

ive decided against using cython cuz it wont work in browser anyways

it does speed up the local version, but at that point i should just write it in rust

[stark needle]

hi konii

how are you

[rough bloom]

interesting that it doesn't work in the browser
theoretically it's capable of working the same way pygame does (by compiling the C extension to wasm using Emscripten)

[olive sable]

its not really suported by pygbag out of the box

i could probably get it to work, but even then there is no guarantee that it would be faster

i would need to do something like

1. Use Cython to convert .pyx → .c.
2. Use Emscripten to compile .c → .wasm.
3. Wrap the resulting .wasm with JavaScript glue.
4. Access that module via Pygbag’s JavaScript interop.

at that point its just too much work

[sage crag]

im

[stark needle]

@olive sable oddly specific https://arxiv.org/abs/2506.00981

[olive sable]

lemme read

[rough bloom]

it's Python, there's 100% a way to automate all of that
Pygbag is already doing it for Pygame somehow
but yeah, it would likely require messing with Pygbag, so it's a lot of effort
it's not a great idea to add a dependency on Cython anyway IMO

[olive sable]

true

[stark needle]

konii is ______?

[olive sable]

british

[olive sable]

its so much text, please add more pictures

We sample 537 hours from CGN, including both Dutch and Flemish recordings

[stark needle]

here is a related picture

[olive sable]

mods

i dont like this picture

[stark needle]

heres one with twintails <3

[olive sable]

AAAAAAAA

get it away from me

[fast pagoda]

bird

[hoary lion]

i feel uncomfortable

having two pictures of lilac megamind

in #programming

[trim valve]

suc

idk why my discord doesn't give me push notifs from here

[sage crag]

yesh

[hoary lion]

I love when there is absolutely no packages to use in flax

[olive sable]

flax

[opaque sigil]

be the change you want to see

[olive sable]

my brethren, dev stream tomorrow

and i have a day of tomorrow too

and tuesday too i think

very neuropoghd

[crystal frigate]

Uuh question for anyone
I occasionally see comments saying that Neuro's LLM is made from scratch trained off just Twitch chat, but is that true or is this a misunderstanding?

[olive sable]

its absolutely not trained from scratch, nor trained from twitch chat

not solely from twitch chat at least

we're 99% sure that it was fine-tuned from an existing model

[rigid snow]

imagine the coherency of an llm trained solely on twitch chat

[olive sable]

777777777777777777777777777777777777777777777

[crystal frigate]

Because it's expensive to make one from scratch right?
And yea small LM would be barely coherent afaik?

[sage crag]

just for future reference, its fairly infeasible to train an LLM coherent as neuro from scratch with a single consumer grade gpu

[olive sable]

its both expensive, and you need a fuckton of data

and compute yes

[sage crag]

you can do finetunes of existing large models, which will generally lead to better results than from-scratch

so while neuro is trained on twitch data and whatnot, her model is almost certainly a finetuning of an existing open source model

⁸

[crystal frigate]

Mhm yeah pretty much what I thought, thanks for the info
The narrative of "Neuro is an ethical AI made from scratch trained off her Twitch chat" is kinda concerning to me then

[opaque sigil]

idk who's spreading that narrative but twitch chat is probably the worst source of data possible for training an llm from scratch

[crystal frigate]

Idk either, but if they're relatively new viewers (I don't interact nor ask them one by one so I can't confirm if they're all new), I have a guess that the narrative might've came from that viral video, "How a turtle accidentally created the perfect AI streamer"
Edit: Nvm, from that video's correction in the pinned comment, seems like he got that idea from somewhere else too

[rare bramble]

we dont actually know what model uses or how it is trained or what the training data includes

though i think (?) might at least train on her own output since she does repeat different things from months back that would not reasonably fit in a memory database

also if ever changed model, he could keep somewhat consistent this way

at least that is my own theory

also being ethical is much more about her usage, mainly that her streaming doesn't take away from other streamers, her content is fairly unique and not something that would be a replacement of X streamer

also the fact that is a fairly reasonable with streaming, not just some 24/7 slop stream like WatchMeForever

[hoary lion]

[crystal frigate]

Right? That's how I take it too, she's ethical in the usage, I dunno about the creation cuz the open source model she's fine-tuned off could've taken tons of data from the internet where the permission for them is well, who knows

[hoary lion]

you know you are cooked when you have half of the tabs with docs

[fast pagoda]

me every day of my life

[gritty dust]

samvanmaele, question, can you look over my portfolio for my programming class in like 30 mins or sm?

[stark needle]

Would lead to model collapse

[hoary lion]

Hi cheese

[gritty dust]

yo

cant even lurk

damn

[hoary lion]

now im doxxing you

cause why not

[gritty dust]

lol

[hoary lion]

[gritty dust]

vedal protec

[hoary lion]

[rare bramble]

might also just be chat repeating too much, my point is mostly that somehow receives whatever says in her training set

[hoary lion]

vedalless #programming for a month and a week

no vedal to protecc cheese

[gritty dust]

NOOO

sadge

[gritty dust]

@olive sable if you online helps plz

[olive sable]

Sont fear, i am here

[gritty dust]

[olive sable]

https://tenor.com/view/minor-spelling-mistake-gif-21179057

[gritty dust]

lol

[olive sable]

sure? since when do you need a portofolio for programming class?

[gritty dust]

its my rst worth 15% of my grade we have to create a portfolio and I want to make sure its not bad lol

[hoary lion]

oh, you are making one from that class

everyone thought it was the opposite

[gritty dust]

correction 20% mb

[hoary lion]

need a portfolio to get in the class

[gritty dust]

almost done it so one secc

[gritty dust]

huhhhhh

[olive sable]

why are you asking me tho? i have never made a portofolio before

i made a cv and solicitationletter before, but not a portofolio

[gritty dust]

idk bro just to see does this look like crap or does it look alright

[olive sable]

okay

[gritty dust]

almost done like 10 mins or less

[olive sable]

i fucking hate the "resume browsing" tab. just let me go to my results instead of that stupid and useless submenu

[sick owl]

Erm

[violet thorn]

[olive sable]

nice print statement

[sick owl]

Nice to know Gemini 2.5 pro also just adds "reddit" to the end of technical questions

[trim valve]

enable 4:4:4 in the moonlight client and use sunshine on the host

that is almost certainly gonna be closer to native than just upping the bitrate forever

[sick owl]

Still looking for a good bitrate ballpark though

[trim valve]

I mean are you planning to stream over the internet or just locally

[sick owl]

Over the internet but I have 500-700mbps up and down

[trim valve]

idk I'd probably try 50-100 ish but I've never had a stable enough connection

higher could possibly work, no idea

lower will look a lot better than you might think as well

the main thing that'll make a big difference is getting rid of chroma subsampling I recon

(assuming you have a reasonably modern GPU that can handle 4:4:4 av1 encoding)

[sick owl]

I'm thinking 80 ought to be a good shout

[sick owl]

4090 on my server

Decoder is a Steam Deck

(The Deck has a hardware AV1 decoder)

[sick owl]

Presumably for this use case actually

[trim valve]

dunno if a 4090 can actually do 4:4:4 av1 huh

[sick owl]

It can do av1 encoding and decoding on the fly so I doubt 4:4:4 will be an issue

[trim valve]

it's not in the compatibility matrix

[sick owl]

Bummer if true

[trim valve]

idk try it out and see what works

but also weigh up high bitrate 4:4:4 hevc Vs high bitrate av1 at 4:2:0

[sick owl]

Aw bummer yeah it does 4:2:0 and 4:2:2 av1 but not 4:4:4

Hevc is almost certainly better considering

[trim valve]

hm 4:2:2 will probably look alright enough

[sick owl]

Once you hit 100mbps or so the difference in quality between hevc and av1 is pretty minimal

So chroma ought to see hevc pull ahead right

[trim valve]

I have nothing that can do 4:4:4 encoding (nor the bitrate for it) so I've never tried

but just experiment tbh

these should all just be client options you can mess about with until they work

[faint sandal]

excellent

[olive sable]

i can understand why people just ask everything to chatgpt now

google has become so cumbersome to use

constant popups and ai overviews

[trim valve]

consider the following: ublock origin filter anything new on Google that you don't like

:3 I have so much of the YouTube UI hidden it's incredible

[olive sable]

ublock origin got removed from the exstensions store. you have to use ublock light which doesnt have custom filters

i should just switch to firefox at some point

nah, i should switch to linux actually

[gritty dust]

guys my parents said that they'll get me all the stuff I'll need to cosplay vedal for my 16th birthday lets GOOO, its peak bro, ill be programming like a pro now

[trim valve]

both :3

[olive sable]

damn, i keep forgetting you're 15

[gritty dust]

how lol

[olive sable]

your portofolio does not look like projects a 15 y/o would make

[trim valve]

I actually have the same mask tutel wore for some of the irl streams

[gritty dust]

I just like how easy windows is to use tbh, haha

[olive sable]

it is, until it isnt

[gritty dust]

well at least thats something haha

[gritty dust]

true

[olive sable]

you know what i was doing at the age of 15? tbh i dont remember but it wasnt a lot

[gritty dust]

I mean vedal kinda inspired me to learn programming so thats why haha, I just found robotics and stuff cool I guess

but people in my class think im weird for doing it lol

[olive sable]

let them laugh, they'l see

[trim valve]

christ the picture I took in it is from Feb 2020 good lord

[gritty dust]

[olive sable]

2020 is so long ago now jeez

[gritty dust]

yeah... I was extremely young then I barely remember it lol

[sick owl]

Turns out the Deck doesn't support 4:4:4 decoding so av1 it is

[sage crag]

https://gtlang.com/built-in-functions/built-in-functions-array/

[trim valve]

fair enough

[sage crag]

@implode <glue>, <array>

[trim valve]

kinda not surprised but still a shame

[olive sable]

i remember

[opaque sigil]

isn't that a php thing

[trim valve]

tbh if you're mostly gaming you won't really notice 4:2:2 Vs 4:4:4

[gritty dust]

all I remember is them saying we wont have school for a few weeks then not going back for a lot longer bc covid lol

[sage crag]

no its clearly gtlang

[opaque sigil]

true, my bad

[sage crag]

it support multiple natural languages

and has real multi-threads

[opaque sigil]

also these being infix functions is kinda crazy can i just say

[trim valve]

might bust out the turtle mask for a shitpost when I get home tbh

[sage crag]

yuh

its optional, you can use html tags in your comments if you want

[opaque sigil]

[sage crag]

i cant see any of these real multi-threads

i found the real multi-threads

[trim valve]

anyways best of luck with your moonlight escapades I need to sleep

[rigid snow]

this reminded me html comments are valid js

even if syntax highlighting doesn't think so

[opaque sigil]

[faint sandal]

my XPS is so old that the rubber feet are starting to deteriorate

[olive sable]

serial number exposed

laptop doxxed

[opaque sigil]

my hp laptop has rubber feet like that and those mfs decided to put the screws underneath them

[gritty dust]

[olive sable]

if the earth is a sphere, and everybody on earth is standing on the surface of that sphere.
does that mean that because of how a sphere works, everybody is beneath me?

[gritty dust]

oh for my rover I'm designing in CAD Im wondering if I should go for a custom BMS or buy one externally? because a custom one would look good on portfolio but be harder than just buying an existing one

[gritty dust]

actually wtf maybe holy

[unkempt citrus]

No, because its not a flat sphere

It is flat though

[stone cedar]

Depends on the position of the ISS and other manned space craft

[olive sable]

spheres do happen to be 3 dimensional yes

[stone cedar]

I guess airplanes too

[gritty dust]

damn I'm beneath you I guess

[olive sable]

lets just say 99% of people are beneath me

but im also beneath 99% of people then

to be, or not to be the bottom, that is the question

[sage crag]

SamNeverBeatingTheAllegationsMaele

[olive sable]

[hoary lion]

dnn error

😠

[opaque sigil]

Time to update arch on my laptop for the first time in half a year, surely nothing could go wrong right

[stone cedar]

On the poles there is no issue since at least the ISS will always be below you by like 1000km and air traffic should also be very sparse

[faint sandal]

:: File /var/cache/pacman/pkg/ancient-package-x86_64.pkg.tar.xz is corrupted (invalid or corrupted package (PGP signature)).

I love when something in the keyring expires

[tender river]

diff --git a/src/result.hb b/src/result.hb
index f62cfd6..24c0b31 100644
--- a/src/result.hb
+++ b/src/result.hb
@@ -13,7 +13,7 @@ Result := fn($Ok: type, $Error: type): type return struct {
         return .(.{err: e}, false)
     }
     $unwrap := fn(self: Self): Ok return self.expect("result: unwrap on error variant.")
-    $unwrap_err := fn(self: Self): Ok return self.expect_err("result: unwrap_err on ok variant.")
+    $unwrap_err := fn(self: Self): Error return self.expect_err("result: unwrap_err on ok variant.")
     $expect := fn(self: Self, msg: []u8): Ok {
         $if config.optimise < .ReleaseFast {
             if self.is_ok return self.inner.ok

[opaque sigil]

there was apparently a SIGPIPE somewhere right after dracut did its thing

nvm looks like everything is fine

[sage crag]

oops

going to sleep

[gritty dust]

goodnight, sleep well

[olive sable]

@amber fractal , i can put main.py in a src folder, but i would need to put a python script in root

the current main.py will need to be renamed to game.py or whatever and put in the src folder, and then we will need to add a new main.py in root with the code

from src import game

or some shit that will run the file

this is purely to support building with pygbag

does this work for you?

[trim laurel]

im fine tuning xtts to make my own expressive neuro sama tts, im 3/100 of the way there, it sounds quite good already

i feel like it might just turn out sounding like the original evil voice but whatevs

[nocturne olive]

Voice quality: good
Neuroness: bad

[trim laurel]

stil got 97% of it to go 😭

its gonna take like a long time since im training it on my gtx 1660

[olive sable]

gtx 1660

[hoary lion]

💀

[trim laurel]

idk its on course to take a month or smth

[gritty dust]

bros cooked holy

[nocturne olive]

Here's how my Neuro vocal synthesis model sounds

[olive sable]

what is the ETA?

[gritty dust]

it has a few high notes which are a bit funky but it sounds good

[trim laurel]

1 month but i think i may have reduced it to around 3 weeks hopefully

[nocturne olive]

You're screwed
It takes me a long while to train high quality voice models on a 4070Ti

[gritty dust]

[olive sable]

[gritty dust]

bro hes cooked

lol

[trim laurel]

electricity bill 🔥

[hoary lion]

rip

[gritty dust]

you really need a new gpu or sm if you're doing AI training my guy

[nocturne olive]

This model took 30 hours to train

[hoary lion]

get a h100

spend 100bucks

[trim laurel]

no money 💔

[hoary lion]

save the elec

[gritty dust]

[trim laurel]

not old enough to work

😭

[nocturne olive]

Then get money before doing AI

[trim laurel]

very soon though ill be old enough

[gritty dust]

idk how here in canada its 14 lol

[hoary lion]

bro lives in canada?

[olive sable]

FP16? FP32?

[hoary lion]

im going to find you cheese

[trim laurel]

im just experimenting :/

[patent walrus]

fake it 'til you make it, there is no AI, it's all cheap labor

[gritty dust]

the second largest country in the world im cooked

[trim laurel]

yes

🍁

[nocturne olive]

I hope it's at least FP16

[trim laurel]

is fp16 better

[hoary lion]

yeah

[trim laurel]

oh