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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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由
Lior⚡
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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 that could be deleted before accuracy dropped:
- Mistral - 30%
- Lama 70B - 40%
- Llama 13B - 50%
Great paper.
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NEW: Two Astronauts attack a female officer and grab her by the hair during a high school fight in Highland, California
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NEW: Two Astronauts attack a female officer and grab her by the hair during a high school fight in Highland, California
The officers tried to break up a fight in the school parking lot when more students jumped in
A female officer was grabbed by the hair and pulled away
A male
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twitter.com)
00:01:27
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NEW: Former Jamaican soccer player released on bond AGAIN after being accused of brutally assaulting his estranged wife at their 2-year-old daughter’s daycare center
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NEW: Former Jamaican soccer player released on bond AGAIN after being accused of brutally assaulting his estranged wife at their 2-year-old daughter’s daycare center
Jorginho James was out on bail from a March assault charge when the second alleged incident happened
He was
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twitter.com)
00:01:59
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NEW: Man who tried running from police after stealing a car speaks out after filing a $100,000,000 lawsuit after he was left paralyzed from being tased.
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NEW: Man who tried running from police after stealing a car speaks out after filing a $100,000,000 lawsuit after he was left paralyzed from being tased.
27-year-old Jacob Root is now a quadriplegic after getting tased by Colorado Springs police officer Robert Comstock.
Root's
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twitter.com)
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🚨🇺🇸NEW FOOTAGE SHOWS TRUMP DODGED PERFECTLY AIMED SHOT
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🚨🇺🇸NEW FOOTAGE SHOWS TRUMP DODGED PERFECTLY AIMED SHOT
Close-up footage reveals Thomas Crooks' shot was perfectly centered on Trump's head.
Trump’s 'head tilt' to look at a screen graphic and leaning into the microphone saved his life.
The footage was captured just seconds
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twitter.com)
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NEW: Parent sends elementary school principal to the hospital after she told the parent 'to keep the kids off the court' because they were disrupting the game
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NEW: Parent sends elementary school principal to the hospital after she told the parent 'to keep the kids off the court' because they were disrupting the game
"This is a woman that was there with kids, that was disrupting everything... and she wasn’t watching the kids... and
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twitter.com)
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BREAKING:
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BREAKING:
A NATO state has started shooting down Russian drones over Ukrainian airspace.
A new video shows Romanian Gepard self-propelled anti-aircraft guns shooting down Russian suicide drones across the river separating Romania from Ukraine near Izmail.
Romania was forced to
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twitter.com)
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