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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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🚨 President Trump THANKS Xi Jinping for the INCREDIBLE welcome ceremony in Beijing
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🚨 President Trump THANKS Xi Jinping for the INCREDIBLE welcome ceremony in Beijing
"That was an honor like few have ever seen before."
"The relationship between China and the USA is going to be better than ever before."
"You and I have known each other now for a long time. In
时政
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twitter.com)
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The International Math Olympiad (IMO) 2026, the hardest math contest for high schoolers, just ended.
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The International Math Olympiad (IMO) 2026, the hardest math contest for high schoolers, just ended.
I ran Fable (high), Sol (xhigh), K3 (max) and Axiom against it and all got a perfect score of 42/42 (repo below if you want to check their solutions):
— Claude Fable 5 was the
时政
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twitter.com)
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Deedy
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When someone’s life is on the line, a rescuer doesn’t stop to ask what religion you follow, what politics you believe, or whether you agree with them.
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When someone’s life is on the line, a rescuer doesn’t stop to ask what religion you follow, what politics you believe, or whether you agree with them.
They look for one thing: are you alive, and how do we get you out?
That was true for firefighters, medics, police officers, and
时政
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twitter.com)
00:00:15
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“Zelensky said the throttling of Ukrainian use of Starlink is still going on today. And if you listen to Secretary Hegseth, what he said was, ‘Well, that's just Starlink's terms of service.’ And what he seems to be saying is that Starlink has a speed limit on its use of its
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“Zelensky said the throttling of Ukrainian use of Starlink is still going on today. And if you listen to Secretary Hegseth, what he said was, ‘Well, that's just Starlink's terms of service.’ And what he seems to be saying is that Starlink has a speed limit on its use of its
时政
(
twitter.com)
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