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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.
点击图片查看原图
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A man in the city of Ezhou (鄂州), Hubei Province used a firewall app to bypass The Great Firewall of China, and surfed TikTok and X for brief moment, then he was caught by Chinese authorities. Luckily, he didn’t get jail time, only a warning and a fine of RMB200 ($30).
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A man in the city of Ezhou (鄂州), Hubei Province used a firewall app to bypass The Great Firewall of China, and surfed TikTok and X for brief moment, then he was caught by Chinese authorities. Luckily, he didn’t get jail time, only a warning and a fine of RMB200 ($30).
Wait! Is
时政
(
twitter.com)
•
Bin Xie
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