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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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WATCH: A woman steps directly into the path of looters ransacking a Paris supermarket, confronting them as violent protests grip the city before a man pulls her away.
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WATCH: A woman steps directly into the path of looters ransacking a Paris supermarket, confronting them as violent protests grip the city before a man pulls her away.
"This is not the cause!"
The moment was caught on camera as protests that began over school conditions and
时政
(
twitter.com)
00:00:26
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Warning: Graphic
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Warning: Graphic
In Ninghua County, Sanming, Fujian, a man collecting a newly purchased car was filmed walking around the vehicle with a black dog whose throat appeared to have been cut.
Blood dripped onto the ground and around the car. Online comments say the act follows an
时政
(
twitter.com)
00:00:29
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