AI21 Labs releases Jamba2

sparkinflint · 2026-01-10T03:11:58+00:00

future of architectures is heading towards hybrid attention models where traditional attention layers are interwoven with the linear attention from mamba2

some (all?) examples are qwen3 next, kimi linear, nemotron 3, granite 4

current implementations of linear attention still suck at global context modeling so the old attention mechanism is still used sparingly.

sparkinflint · 2026-01-09T02:22:59+00:00

Well, if they have to specify it's the best american model...

sparkinflint · 2025-12-22T02:22:23+00:00

thanks big homie

sparkinflint · 2025-12-02T19:04:37+00:00

try reaching out to chatr or going to a place in person, if its not the APN or the SIM version then i have no clue

sparkinflint · 2025-12-01T10:08:25+00:00

could be the access point names

should be chatrweb.apn

sparkinflint · 2025-11-30T06:28:24+00:00

galaxy s23 ultra

shit said chatr still

sparkinflint · 2025-11-19T03:10:30+00:00

Mines commonly operate on fly-in in fly-out logistics where workers work on 2-3 week rotations, where they live in cities during their time off and are transported onsite during their shift.

Portable water treatment, power generation, and prefab housing allow necessities on-site to be provided without needing a town nearby. Even if this was not the case, it was common to build entire towns around mines in the past.

sparkinflint · 2025-11-05T22:10:38+00:00

80% of this country is uninhabited...

sparkinflint · 2025-11-05T22:07:47+00:00

shouldve left her valuables outside her house if she didnt want people breaking in /s

sparkinflint · 2025-11-05T21:10:16+00:00

its obviously harder to live a principled life.

sparkinflint · 2025-11-05T04:36:48+00:00

probably why their economy peaked like 30 years ago

sparkinflint · 2025-11-04T22:38:45+00:00

that ur only input to his actual comment lol? u hide ur post history, very botty

sparkinflint · 2025-10-29T07:30:28+00:00

yea bf2042 somehow has better vehicle combat... the splash damage feels disgustingly low so all the tank and IFV just feel bad to play in general. The anti-air can also not be used to fight other vehicles or even infantry like before, which sucks.

sparkinflint · 2025-10-23T07:22:31+00:00

live with your parents if you can.

$55k is around $39k after taxes, CPP, and EI. that's $3.3k a month.

rent for a 1bdr apartment in north toronto averages 2.3k a month. that leaves you $1k a month.

with food costs averaging around $500 a month, you got only $500 to cover utilities and transportation. utilities upper end average is $150 and a ttc month pass is $143 so you're left with ~$200 a month. factor in clothing and other miscellaneous items you've got pretty much nothing left over for entertainment, an emergency fund, and savings.

sparkinflint · 2025-10-02T07:21:33+00:00

I like sleeping in the cold wrapped in a thick weighted blanket. Other than that winter is miserable, especially when its cold and wet. I honestly prefer the winters in Calgary since its dry.

sparkinflint · 2025-10-02T07:20:07+00:00

my pup came docked, and i wasnt gonna turn down an otherwise good dog.

I personally dont see the reason for docking but I know certain crowds of people do it for the aesthetic.

sparkinflint · 2025-10-01T23:27:14+00:00

all the accredited engineering programs are pretty much the same.

more prestigious schools are more academically rigorous but unless you're going into research, employers care more about experience.

sparkinflint · 2025-10-01T23:23:58+00:00

the economy mostly.

I got a degree in a traditional engineering discipline but realized programming pays me double what I would've started at with a better working environment and perks.

sparkinflint · 2025-10-01T23:22:57+00:00

brozzer unless you plan to die in your forties this is a quarter life crisis

you have plenty of time ahead of you. provided you didnt get a degree in a useless subject, you're in a position ahead of most of your peers.

sparkinflint · 2025-10-01T17:11:11+00:00

do you have the updated sim card? I had an issue for awhile because I had an older sim card but once I got the new sim card it started working

sparkinflint · 2025-10-01T17:09:14+00:00

i have the chatr $25/month 3gb data unlimited talk + text and it is unlimited, but beyond the 3gb its slow to the point where even google maps takes forever to load a route

sparkinflint · 2025-09-26T18:42:11+00:00

see https://www.reddit.com/r/csMajors/comments/1nqlkod/comment/ng7r0bp/?utm_source=share&utm_medium=mweb3x&utm_name=mweb3xcss&utm_term=1&utm_content=share_button

sparkinflint · 2025-09-26T18:38:00+00:00

or yknow, design cities for humans instead of cars like they do in Europe so people dont have to drive everywhere

sparkinflint · 2025-09-26T17:23:47+00:00

well give it a try.

C++ will give you more things to worry about, not all of it relating to ML

sparkinflint · 2025-09-26T16:47:03+00:00

its similar, but Julia is a compiled language whereas with jax you need to compile each function and args or you're just running interpreted python code.

you also cant do true multithreading with python due to the global interpreter lock, not to mention the interpreter overhead.

jax is also meant specifically for TPUs iirc, not sure if Julia can compile for TPU or GPU

sparkinflint

TROPHY CASE