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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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🚨 HOLY SMOKES. "Ilhan Omar's sister is on a book tour...she now lives in KENYA. What caused her to move there? She incorporated her 'healthcare consultant' business...that business was incorporated at the same address affiliated with people convicted of the massive Feeding Our
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🚨 HOLY SMOKES. "Ilhan Omar's sister is on a book tour...she now lives in KENYA. What caused her to move there? She incorporated her 'healthcare consultant' business...that business was incorporated at the same address affiliated with people convicted of the massive Feeding Our
时政
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twitter.com)
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The FBI arrested a suspected Chinese agent at Los Angeles International Airport after she allegedly surveilled the Taiwanese president's U.S.-based son, law enforcement sources told CBS News.
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The FBI arrested a suspected Chinese agent at Los Angeles International Airport after she allegedly surveilled the Taiwanese president's U.S.-based son, law enforcement sources told CBS News.
CBS News was the first to report on the arrest of Wanying "Heather" Zhang, an Irvine,
时政
(
twitter.com)
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In the 1990s, when Xi Jinping was still the Party Secretary of Fuzhou,
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In the 1990s, when Xi Jinping was still the Party Secretary of Fuzhou,
he was being interviewed by Beijing TV.
He was holding his daughter Xi Mingze, who was just over 1 year old, and earnestly talking about how "authenticity is very important"...
Only for his daughter to pee
时政
(
twitter.com)
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Ilhan Omar and her husband's so-called "winery," known as "eStCru LLC," was never even real. They were caught selling empty barrels of wine, and it was shutdown for FRAUD.
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Ilhan Omar and her husband's so-called "winery," known as "eStCru LLC," was never even real. They were caught selling empty barrels of wine, and it was shutdown for FRAUD.
There was no physical location of the winery, no contact to the business, their public media was abandoned,
时政
(
twitter.com)
•
The SCIF
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