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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:
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BREAKING:
Denmark is having its “Notre Dame moment”
The historical Børsen Stock Exchange building in Copenhagen is on fire.
It was built in 1625 and is one of the city’s most beautiful buildings with its elegant spire
Yesterday was the 5th anniversary of the Notre Dame fire
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twitter.com)
00:00:05
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Prime Minister Netanyahu:
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Prime Minister Netanyahu:
“One year ago, Yahya Sinwar, the terrorist chief of Hamas, launched the October 7th massacre against Israel.
It was the bloodiest attack on the Jewish people since the Holocaust. It was the worst attack on the Jewish state since the founding of Israel.
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twitter.com)
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❗ Wife of Nepal’s ex-Prime Minister dies after protesters attack family home
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❗ Wife of Nepal’s ex-Prime Minister dies after protesters attack family home
The woman was locked inside and the house was set on fire, local media report. She suffered severe burns and later died in hospital.
🇳🇵Meanwhile, protesters are beating and chasing anyone who crosses
时政
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twitter.com)
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