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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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Meet Argentina's new president Javier Milei.
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Meet Argentina's new president Javier Milei.
When he was growing up, kids called him "The Madman" because of his energetic outbursts.
At the age of 18, Milei, who was a soccer player, gave up the sport to pursue a career in economics.
Milei started getting famous for debates…
时政
(
twitter.com)
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