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A new method was able to delete 40% of LLM layers with no drop in accuracy.
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A new method was able to delete 40% of LLM layers with no drop in accuracy.
This makes them mich cheaper and faster.
The method combines pruning, quantization and PEFT.
They tested this across various open source models.
Each family of models had a maximum amount of layers…
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twitter.com)
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Lior⚡
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This alone makes the Department of Government efficiency worth it.
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This alone makes the Department of Government efficiency worth it.
D.O.G.E. has removed 7 MILLION scammers from the Social Security system so far.
If each fraudulent person was making just $1800/mo, then D.O.G.E. just saved Americans $12,600,000,000 A MONTH.
HOLY SMOKES!
btc
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twitter.com)
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Mila Joy
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Civilian women evacuate animals from Kupiansk, in #Kharkiv Oblast. They move through a corridor covered with anti-drone nets.
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Civilian women evacuate animals from Kupiansk, in #Kharkiv Oblast. They move through a corridor covered with anti-drone nets.
The Ukrainian military installs these nets to reduce the risk of drone strikes. All frontline cities in Ukraine now look like this.
Kupiansk remains
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