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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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A group of Chinese nationals protested in Wellington, against latest New Zealand national security report listing Chinese espionage as a significant risk.
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A group of Chinese nationals protested in Wellington, against latest New Zealand national security report listing Chinese espionage as a significant risk.
Good job New Zealand national security dept. Protest like this could only prove they are puppets of CCP longarm operation
时政
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twitter.com)
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A new ocean is forming in Africa along a 35-mile crack that opened up in Ethiopia in 2005. The crack, which has been expanding ever since, is a result of three tectonic plates pulling away from each other.
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A new ocean is forming in Africa along a 35-mile crack that opened up in Ethiopia in 2005. The crack, which has been expanding ever since, is a result of three tectonic plates pulling away from each other.
It’s thought that Africa’s new ocean will take at least 5 million to 10
有趣
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twitter.com)
•
Massimo
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We are now in a new phase of development for the Air Force of the Armed Forces of Ukraine. We have done a lot to transition the Ukrainian Air Force to a new aviation standard – Western combat aviation. From the beginning of this war, we have been talking with our partners about
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We are now in a new phase of development for the Air Force of the Armed Forces of Ukraine. We have done a lot to transition the Ukrainian Air Force to a new aviation standard – Western combat aviation. From the beginning of this war, we have been talking with our partners about
时政
(
twitter.com)
00:03:09
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"The moment I heard the shots being fired, I knew that this was a moment in American history that had to be documented."
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"The moment I heard the shots being fired, I knew that this was a moment in American history that had to be documented."
AP photojournalist Evan Vucci shares what it was like to capture the moment shots were fired at a rally where former President Donald Trump was injured.
时政
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twitter.com)
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