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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.
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Today is the birthday of the Republic of Turkey. 🇹🇷
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Today is the birthday of the Republic of Turkey. 🇹🇷
This charismatic man is the founder of the Republic of Turkey, Mustafa Kemal Ataturk. ❤️
He is the Father of the Turks.
He is my everything, my love, my blood! ❤️
He was a soldier!
While he founded the Republic of Turkey, he
有趣
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twitter.com)
•
Figen
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Elon Musk: We try to maximize animal welfare at Neuralink. We even offer monkey room service.
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Elon Musk: We try to maximize animal welfare at Neuralink. We even offer monkey room service.
“I want to emphasize that we do our absolute best to take care of the animals. When we had a USDA inspector come through, she said this was the nicest animal facility she's ever seen in
btc
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twitter.com)
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LVMH CEO BERNARD ARNAULT: FRANCE ALSO NEEDS TO APPOINT SOMEONE TO SLASH BUREAUCRACY
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LVMH CEO BERNARD ARNAULT: FRANCE ALSO NEEDS TO APPOINT SOMEONE TO SLASH BUREAUCRACY
“I've just returned from the USA, as you so kindly noted, and I was able to see the wind of optimism prevailing in that country.
And when you come back to France after spending a few days in the
btc
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twitter.com)
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One of the personal experience we see in China in a southern city is similar to the one in the video, the only difference is that the person head was smashed heavily into the curb. Everyone is stunned but no one bothered to do anything.
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One of the personal experience we see in China in a southern city is similar to the one in the video, the only difference is that the person head was smashed heavily into the curb. Everyone is stunned but no one bothered to do anything.
In recent case, the Chinese is bringing
时政
(
twitter.com)
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You can protect yourself from everyone in the world and even succeed at it — but no one can ever harm you more than you can harm yourself!
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You can protect yourself from everyone in the world and even succeed at it — but no one can ever harm you more than you can harm yourself!
A king snake was desperately trying to eat its own body when the caretaker noticed just in time and saved it.
He rubbed disinfectant on his
有趣
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twitter.com)
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