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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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On January 12, 2016, while Barack Obama was president, Iran’s IRGC seized a U.S. Navy boat.
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On January 12, 2016, while Barack Obama was president, Iran’s IRGC seized a U.S. Navy boat.
Iran released footage showing American sailors humiliated, some kneeling and others in tears before Iranian forces.
Five days later, on January 17, Obama sent $400 million in pallets of
时政
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twitter.com)
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While in Lublin on my way back to Ukraine, I was honored to award two prominent Poles, volunteers, Bianka Zalewska and Damian Duda, Ukrainian state awards.
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While in Lublin on my way back to Ukraine, I was honored to award two prominent Poles, volunteers, Bianka Zalewska and Damian Duda, Ukrainian state awards.
Bianka is a journalist for TVN Discovery Poland who has helped provide humanitarian aid to Ukrainians and transport wounded…
时政
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twitter.com)
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