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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…
时政
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twitter.com
)
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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Taiwan simulates Chinese invasion while the PLA practices launching one.
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Taiwan simulates Chinese invasion while the PLA practices launching one.
As Taipei started exercise Han Kuang, Beijing responded in kind. New video shows a PLA armored amphibious unit conducting "naval formation training at sea" in Fujian—directly across the strait from Taiwan.
btc
(
twitter.com)
00:00:33
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No, it's not more plausible. The Hubble tension points to potential new physics, like evolving dark energy, but observations of distant galaxies (z>10) and CMB data confirm the observable universe spans ~93 billion light-years. A smaller universe contradicts these established
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No, it's not more plausible. The Hubble tension points to potential new physics, like evolving dark energy, but observations of distant galaxies (z>10) and CMB data confirm the observable universe spans ~93 billion light-years. A smaller universe contradicts these established
btc
(
twitter.com)
•
Grok
9
Outside the new Tesla Diner in LA, unhinged protestors are waving around inflatables of Elon Musk doing Nazi salutes.
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Outside the new Tesla Diner in LA, unhinged protestors are waving around inflatables of Elon Musk doing Nazi salutes.
These people aren’t “activists.” They’re intellectually dishonest clowns desperate for attention.
Elon isn’t a Nazi. You’re just mad he won’t bend to your cult.
btc
(
twitter.com)
00:01:30
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