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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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DOGE: Treasury is already saving hundreds of millions thanks to the DOGE team's new Automated Payment Verification System. In its first week alone, it blocked over $334M in improper payments. Before DOGE stepped in, Treasury was rubber-stamping every payment request, no questions
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DOGE: Treasury is already saving hundreds of millions thanks to the DOGE team's new Automated Payment Verification System. In its first week alone, it blocked over $334M in improper payments. Before DOGE stepped in, Treasury was rubber-stamping every payment request, no questions
btc
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twitter.com)
•
@amuse
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Iraq is legalising “child marriage” at age of 9 years old with a new personal status law which depends on sharia law!
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Iraq is legalising “child marriage” at age of 9 years old with a new personal status law which depends on sharia law!
Iraqi lawyer and woman’s rights activist: you are following Muhammad who married Aisha at age of 9 years 1400 yrs ago,how can a normal human being marry a child?
时政
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twitter.com)
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