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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
)
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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"The medic who was trying to save my life was killed. A drone flew through the roof and made a hole in my back like a frying pan," the 27-year-old Ukrainian Defender shares.
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"The medic who was trying to save my life was killed. A drone flew through the roof and made a hole in my back like a frying pan," the 27-year-old Ukrainian Defender shares.
The Defender was hit by a mine. He lost part of his leg, so a team of paramedics immediately took him to…
时政
(
twitter.com)
00:00:27
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