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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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由
Lior⚡
提交
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 that could be deleted before accuracy dropped:
- Mistral - 30%
- Lama 70B - 40%
- Llama 13B - 50%
Great paper.
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MAKE THIS GUY FAMOUS 🔊
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MAKE THIS GUY FAMOUS 🔊
Just posted, this man was just caught removing Donald Trump signs in Chicago
“You have just committed a crime. You are being recorded. It is a misdemeanor in the state of Illinois to remove a campaign sign from a public law way, punishable 12 months in
时政
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twitter.com)
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BREAKING: ‘Teens’ who jumped Edward “Big Balls” Coristine avoid jail after DC judge sentences them to probation
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BREAKING: ‘Teens’ who jumped Edward “Big Balls” Coristine avoid jail after DC judge sentences them to probation
Coristine was left with a concussion and a broken nose after he and a female friend were jumped by a group of 10 teens
The 15-year-old boy received 12 months of
btc
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twitter.com)
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At the Asian Games venue, a Chinese woman and a tournament staff member got into a verbal altercation.
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At the Asian Games venue, a Chinese woman and a tournament staff member got into a verbal altercation.
The woman appearing in the footage is believed to be a Chinese athlete or spectator, but her identity has not been confirmed at this time.
The cause of the trouble was the
时政
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twitter.com)
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An older traditional Chinese martial arts practitioner with 30 years of experience was repeatedly knocked down and stopped early by someone with roughly three months of modern combat training.
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An older traditional Chinese martial arts practitioner with 30 years of experience was repeatedly knocked down and stopped early by someone with roughly three months of modern combat training.
This outcome is not new. Systems organized around forms, lineage, and deliberately
时政
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twitter.com)
00:00:27
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Shocking video captures the aftermath of a Manhattan special education teacher, Keri Roy, being struck by a moped rider. The rider fled the scene, leaving Roy unconscious in the street.
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Shocking video captures the aftermath of a Manhattan special education teacher, Keri Roy, being struck by a moped rider. The rider fled the scene, leaving Roy unconscious in the street.
Despite the severity of the incident, Roy, a mother of four, survived but was hospitalized
时政
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twitter.com)
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The IDF Yahalom Unit continues to collect explosives and weapons of Hamas terrorists used for the October 7 massacre.
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The IDF Yahalom Unit continues to collect explosives and weapons of Hamas terrorists used for the October 7 massacre.
Soldiers discovered a child’s school bag laying in a field. The bag was booby-trapped, containing a remote-activated explosive device—weighing 7 kg.
Hamas…
时政
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twitter.com)
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