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JamarrMVP
505 posts


(Sorry, after seeing so many of these, could not resist):
🚨 BREAKING: Google just dropped a NEW paper that completely deletes RNNs from existence.
No recurrence. No convolutions. Nothing.
Just one mechanism. And it’s destroying every translation benchmark on the planet.
The title alone is a flex: “Attention Is All You Need”
Vaswani. Shazeer. Parmar. Uszkoreit. Jones. Gomez. Kaiser. Polosukhin.
8 researchers. 1 architecture. The entire field of NLP will never be the same.
Here’s why this is INSANE
→ LSTMs took DAYS to train. This thing trains in 12 hours on 8 GPUs. 🤯
→ 28.4 BLEU on English-to-German. That’s not an improvement. That’s a MASSACRE. They beat the previous SOTA by over 2 points.
→ English-to-French? 41.8 BLEU. At a FRACTION of the training cost of every model that came before it.
→ They called it the “Transformer.” The name alone tells you they knew.
But here’s the part nobody is talking about
👇
They threw out sequential processing ENTIRELY.
Every other model on Earth processes words one at a time. This thing looks at the ENTIRE sentence simultaneously and figures out what matters.
It’s called “self-attention” and it’s basically the model asking itself: “which words should I care about right now?”
Every. Single. Token. In parallel.
Do you understand what this means?
Training that used to take WEEKS now takes HOURS.
Models that couldn’t scale past a few layers? This thing stacks 6 encoders and 6 decoders like it’s nothing.
And the multi-head attention? 8 attention heads running at once, each learning DIFFERENT relationships in the data.
I’m not being dramatic when I say this paper just rewrote the rulebook.
RNNs are cooked. 💀
LSTMs are cooked. 💀
The future is attention.
And attention is ALL you need.
Follow for more 🔔

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@Chet_Cannon completely agree but do the same to women who do this exact same thing and get away scot free
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I mean this sincerely: Chirayu Rana, who fabricated the entire thing, deserves life in prison. Someone who is willing to ruin another’s life in the most egregious and damaging way has no place in polite society. How awful for this lady and her family.
New York Post@nypost
Bombshell sex harassment suit against Lorna Hajdini, JPMorgan branded 'complete fabrication' as John Doe unmasked trib.al/lwsWCbT
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There’s 100k identical insufferable Asian try-hards like this and they’d all get into Harvard if not for the 200 black students they accept each year
Redd@ReddCinema
He had a GPA score of 97.3%, SAT score is 1560, enrolled in a top high school, and does lots of extracurricular work. He got rejected by multiple colleges. They call this equity and inclusion.
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@FightWithMemes using anecdotal evidence to disprove a general statement tells me all i need to know
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@MIK3MCDANIEL why are we hyping up this claude vibe coded slop man its so obvious
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@draftballr i have to ask did u have an algorithm calculate all this stuff or do you have to do this stuff yearly with all the player comps and everything
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@Michigan_X12 the thing is ap and sat doesnt even get u in ANYWHERE nowadays u gotta have cracked ecs on top of that to have a chance
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Do I really have to bring up the acceptance rate for Michigan?
This isn't meant to knock other schools but I don't think alot of sports fans realize how difficult it is to get into Michigan
I got deferred than accepted, even though I had over a 1500 on the SAT & I took 8 APs
Barstool Arizona@UofABarstool
Did any Michigan fans even go to Michigan? @DrinkBODYARMOR
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A TIP-IN FOR THE WIN!
Trey Kaufman-Renn's second effort sends Purdue to the Elite Eight.
🎥 @MarchMadnessWBB
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@34GotGame trying to bait falling for the bait has to be the worst gimmick of all time
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...why is it called march madness if the big games are in april?
GIF
River - AP3 || #MVPaige@annabethpond3
can i ask a question without yall calling me dumb
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