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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
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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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NEW: Justice Clarence Thomas issues a scathing 91-page dissenting opinion after the Supreme Court struck down President Trump's birthright citizenship order.
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NEW: Justice Clarence Thomas issues a scathing 91-page dissenting opinion after the Supreme Court struck down President Trump's birthright citizenship order.
"The Court today takes the extraordinary step of holding facially unconstitutional the President's Order excluding from
时政
(
twitter.com)
00:00:52
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