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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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Marjorie Taylor Greene: 'Trump texted me that if my son gets killed, I deserve it because I was a traitor to him. I'd probably get put in jail if I released the texts. That's our president'
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Marjorie Taylor Greene: 'Trump texted me that if my son gets killed, I deserve it because I was a traitor to him. I'd probably get put in jail if I released the texts. That's our president'
MAGA was never about America. It was about one man's ego - and everyone who crosses him
时政
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twitter.com)
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