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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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BREAKING: Two women and an infant in a stroller were killed after a Russian strike hit the central park in Nova Vodolaha, Kharkiv region.
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BREAKING: Two women and an infant in a stroller were killed after a Russian strike hit the central park in Nova Vodolaha, Kharkiv region.
At least 14 people were injured, including seven children. The park was crowded at the time of the attack.
Photo: State Emergency Service
时政
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twitter.com)
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KyivPost
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【Volume Warning】
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【Volume Warning】
An incident that occurred on a Chinese high-speed train.
It seems that a woman who boarded midway thought that the seat next to her was empty, mistakenly believed the items placed on the seat were "trash," and arbitrarily discarded them in the area between
时政
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twitter.com)
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🚨ELON MUSK: "In order to save taxpayer money it comes down to two things: competence and caring. When the President was shown the outrageous bill for the new Air Force One, if he had not applied competence and caring the price would have literally been 50% higher. When you add
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🚨ELON MUSK: "In order to save taxpayer money it comes down to two things: competence and caring. When the President was shown the outrageous bill for the new Air Force One, if he had not applied competence and caring the price would have literally been 50% higher. When you add
btc
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twitter.com)
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What a powerful video. The regime blinded this iranian women in a peaceful protest in Iran. Shot directly into her eyes.
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What a powerful video. The regime blinded this iranian women in a peaceful protest in Iran. Shot directly into her eyes.
She stood beside me in US federal court when I faced the men who were sent to assassinate me in New Yourk, no I will stand with her.
To young Americans.
时政
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twitter.com)
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Terence Tao just published a 27 slide deck saying the AI math hype only shows you the wins..
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Terence Tao just published a 27 slide deck saying the AI math hype only shows you the wins..
every week you see a new post.. AI solved an open math problem..
Tao says that feed hides most of the story..
the failed attempts never get posted.. the compute bill never gets posted..
时政
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twitter.com)
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Kyros