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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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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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This happened in 1960s. The women in the pic only sold a few home-produced eggs or corns or sweet potatoes in local market then caught by the authorities. Her crime？ "Engaging in speculation."
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This happened in 1960s. The women in the pic only sold a few home-produced eggs or corns or sweet potatoes in local market then caught by the authorities. Her crime？ "Engaging in speculation."
She was sentenced to death and executed.
Don't forget the dark age of evil China.
时政
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twitter.com)
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Bin Xie
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🥀March 8: Remember the Women of Iran
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🥀March 8: Remember the Women of Iran
Sogand Pakdel was a 27-year-old transgender woman from Fars Province, Iran, and an active supporter of the “woman, life, freedom” movement.
Long rejected and abused by her family for her gender identity, she lived estranged in Shiraz under
时政
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twitter.com)
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پریسا
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This video really upset me. The poor boy clearly didn’t want to fight, but the other kid was determined to be a bully.
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This video really upset me. The poor boy clearly didn’t want to fight, but the other kid was determined to be a bully.
This is exactly the problem, we’ve become too complacent and just accept this kind of behaviour. Especially among young people, who feel they can’t or won’t
时政
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twitter.com)
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Golda Meir: The Woman Who Refused to Break. In October 1973, Israel was blindsided. The Yom Kippur War erupted on the holiest day of the Jewish calendar. Tanks rolled across the Sinai. Syrian forces stormed the Golan. In 48 hours, Israel’s survival hung by a thread.
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Golda Meir: The Woman Who Refused to Break. In October 1973, Israel was blindsided. The Yom Kippur War erupted on the holiest day of the Jewish calendar. Tanks rolled across the Sinai. Syrian forces stormed the Golan. In 48 hours, Israel’s survival hung by a thread.
At the center
时政
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twitter.com)
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j wall ✡
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A top Chinese economist explains why China’s GDP may be overestimated by 3%.
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A top Chinese economist explains why China’s GDP may be overestimated by 3%.
I don’t know who else could be as “clumsy” and stubborn as I am—I didn’t realize how much time and effort this “project” would take until I was already halfway through it.
Anyway, this exceptionally
时政
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twitter.com)
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This is Beijing, the capital city of China. Like every other city in China (except Qingdao), there is no drainage system here either. The city's population is 21 million.
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This is Beijing, the capital city of China. Like every other city in China (except Qingdao), there is no drainage system here either. The city's population is 21 million.
Only the city of Qingdao has a solid drainage system, which was built by Germans more than 100 years ago.
时政
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twitter.com)
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When Bo Guagua rebuts Wei Lingling (and the Western media narrative she represents), what he reveals may well be the true mindset of the red aristocracy:
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When Bo Guagua rebuts Wei Lingling (and the Western media narrative she represents), what he reveals may well be the true mindset of the red aristocracy:
"Although we retained (communism) as the name, I was taught from a young age that the sole motivation of the first generation
时政
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twitter.com)
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