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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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For the first time, our new economic policy program "Made in Ukraine" was discussed at a regional meeting in Sumy. This year, there are significant financial resources available for all regions of our state, including the Sumy region, which is guaranteed.
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For the first time, our new economic policy program "Made in Ukraine" was discussed at a regional meeting in Sumy. This year, there are significant financial resources available for all regions of our state, including the Sumy region, which is guaranteed.
As a result of today's…
时政
(
twitter.com)
00:04:12
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