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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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As Xi Jinping arrived in the U.S., a message followed him through the streets of New York:
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As Xi Jinping arrived in the U.S., a message followed him through the streets of New York:
“End the CCP.”
Falun Gong practitioners drove a motorcade past the UN, calling for accountability for alleged human rights abuses and crimes against humanity under Communist Party rule.
时政
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twitter.com)
00:00:16
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