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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⚡
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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❗️ Palestinian Prime Minister Mahmoud Abbas's convoy attacked, one guard known dead - Yeni Safak
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❗️ Palestinian Prime Minister Mahmoud Abbas's convoy attacked, one guard known dead - Yeni Safak
A video of the alleged attack is circulating online. Whether Abbas himself was injured was not specified. A group called the "Sons of Abu Jandal’" claimed responsibility for the…
时政
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twitter.com)
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Trigger Warning ⚠️
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Trigger Warning ⚠️
"We took a 15-year-old girl, took a selfie with her"
"Her body was lying on the floor, I shot her. The commander yelled at me, said I was wasting bullets on a corpse"
These are just some of the horrific confessions of Hamas terrorists interrogated by Israeli…
时政
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twitter.com)
00:12:22
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Restoring a Rolex Milgauss
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Restoring a Rolex Milgauss
Fun fact. This watch (Rolex milgauss) was made by rolex to hang out in a lab. It was made for scientists at CERN working in proximity of high magnetic fields. You can see that the movement is inside an additional shell that is a Faraday cage - it makes
有趣
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twitter.com)
00:01:46
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Marc Andreessen on Elon's method: “He's in the trenches.”
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Marc Andreessen on Elon's method: “He's in the trenches.”
“Elon has developed an operating method that is very unusual by modern standards.
The top line thing is this incredible devotion from the leader of the company to fully, deeply understand what the company does, to be
btc
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twitter.com)
00:01:07
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Former U.S. President George W. Bush was surprised to learn that he was served dinner with Putin years ago by Yevgeny Prigozhin, The Washington Post reports.
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Former U.S. President George W. Bush was surprised to learn that he was served dinner with Putin years ago by Yevgeny Prigozhin, The Washington Post reports.
During the conference, Bush was asked if he was shocked to learn of Prigozhin's recent death in a plane crash.
"No,"…
时政
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twitter.com)
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NEXTA
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I join my sisters in Afghanistan by sharing a video of myself singing one of their well-known and poignant songs. It is frightening that the Taliban’s new law bans women from speaking in public.
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I join my sisters in Afghanistan by sharing a video of myself singing one of their well-known and poignant songs. It is frightening that the Taliban’s new law bans women from speaking in public.
In response, Afghan women have started a new wave of singing in public.
Second clip
时政
(
twitter.com)
00:01:14