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… , page 151

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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
( twitter.com )

2年前由 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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In Cedarvale Park. Our office immediately engaged both city staff & the police. We cannot allow antisemitism to go unchallenged. Drawing a swastika on the face of a baby who was taken hostage is not only hateful, it should be revolting to any decent person.
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Exactly correct.
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btc
( twitter.com)

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i have been saying this was going to happen for over a month..
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