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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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🚨 BREAKING: It's been confirmed that a HOMELESS MAN blew the Brown University shooting case "wide open" through a Reddit post, named John
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🚨 BREAKING: It's been confirmed that a HOMELESS MAN blew the Brown University shooting case "wide open" through a Reddit post, named John
He called the tip line and flagged his OWN Reddit post, and was seen on video walking very close to the shooter
The man might get the $50K
时政
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twitter.com)
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Another Miracle after 10-11 days 😭:
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Another Miracle after 10-11 days 😭:
A 60 year old mother who was trapped inside a house buried by the disaster in Betravati has been rescued alive and safely by the Armed Police Force (APF) of Nepal. 🇳🇵❤️🩹
In the face of unimaginable danger, our security personnel continue to
时政
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twitter.com)
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OMG, it turns out that the ABC knew that Nyadol Nyuon's father was a Sudanese warlord when they decided to put her on panel this week to debate Australian migration.
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OMG, it turns out that the ABC knew that Nyadol Nyuon's father was a Sudanese warlord when they decided to put her on panel this week to debate Australian migration.
I found an ABC documentary on Nyadol Nyuon from 2019 where they celebrate her father William Nyuon as a South
时政
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twitter.com)
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Yesterday, an ICE agent shot Wilber Rafael Garces Perez while he was making a food delivery. Now, he is being held at the South Texas Detention Complex with a bullet lodged in his body, forced to sleep on the floor with no pain medication. This is the reality of the Trump
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Yesterday, an ICE agent shot Wilber Rafael Garces Perez while he was making a food delivery. Now, he is being held at the South Texas Detention Complex with a bullet lodged in his body, forced to sleep on the floor with no pain medication. This is the reality of the Trump
时政
(
twitter.com)
•
Judy Chu
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