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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…
时政
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twitter.com
)
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.
点击图片查看原图
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🚨DAVID SACKS: "We knew that the US Government runs a $2T deficit every year, we're in debt almost $40T, and every time someone tries to cut something in Washington the whole city screams bloody murder. The question is why? Now we know -- everyone was getting paid!
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🚨DAVID SACKS: "We knew that the US Government runs a $2T deficit every year, we're in debt almost $40T, and every time someone tries to cut something in Washington the whole city screams bloody murder. The question is why? Now we know -- everyone was getting paid!
New York
btc
(
twitter.com)
00:01:33
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A 🇨🇳 man stabbed 3 people including 2 Japanese nationals at Japanese restaurant “Ginpei” on the 3rd floor of Shanghai World Financial Center (SWFC) in the Lujiazui area of Shanghai's Pudong New Area.
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A 🇨🇳 man stabbed 3 people including 2 Japanese nationals at Japanese restaurant “Ginpei” on the 3rd floor of Shanghai World Financial Center (SWFC) in the Lujiazui area of Shanghai's Pudong New Area.
Local police claimed the man was mentally ill (I’m not so sure‼️)
They say
时政
(
twitter.com)
00:00:28
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My family escaped Communism to come to the U.S.
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My family escaped Communism to come to the U.S.
Today in the Oval Office, I asked President Trump why he's warning Americans about Communism in a new statement. His response was powerful:
“You're going to get free rent, you're going to get free houses, you're going to get free
时政
(
twitter.com)
00:06:39
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Voyah (Lantu) just claimed their new Passion S completed a full 360° tunnel mega-loop — driving completely upside-down on the ceiling at ~130 km/h — as the first unmodified production car to do it.
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Voyah (Lantu) just claimed their new Passion S completed a full 360° tunnel mega-loop — driving completely upside-down on the ceiling at ~130 km/h — as the first unmodified production car to do it.
They released an official “success” video and insisted it was 100% real, no CGI
时政
(
twitter.com)
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