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Lang Models on Steroids ๐Ÿš€

they're tryna speed up lang models, no cap

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Sunday, November 30, 2025 ๐Ÿ“– 2 min read
Lang Models on Steroids ๐Ÿš€
Image: ML Mastery

so you wanna know the secret to making language models go from 0 to 100, real quick?

The Tea โ˜•

theyโ€™re talking about optimizers, learning rate schedulers, and sequence length scheduling - yeah, itโ€™s a whole thing

basically, adam has been the go-to optimizer for deep learning models, but now theyโ€™re like โ€˜hold my coffeeโ€™ and trying to find ways to make it faster

Why This Matters (Or Doesnโ€™t) ๐Ÿ‘€

this is lowkey a whole thing and iโ€™m not okay, because if they can make language models train faster, that means weโ€™ll have even more advanced ai models, which is both cool and terrifying at the same time

the people who actually know things are saying that this could lead to some major breakthroughs in natural language processing, but also, itโ€™s giving me some delulu vibes - like, are we sure weโ€™re ready for this?

The Vibe Check ๐Ÿ’…

anyway, itโ€™s not all doom and gloom, because if they can crack the code on speeding up language model training, that means weโ€™ll have more time to focus on the important thingsโ€ฆ

so, letโ€™s just sit back, relax, and let the ai models do their thing - and maybe, just maybe, weโ€™ll get some based language models out of it, but no promises, fr fr

all in all, itโ€™s a wild time to be alive, and iโ€™m here for it - chronically online, and ready for whatever the future holds, touch grass not included

โœจ

Originally reported by ML Mastery

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