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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
)
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: 13-year-old basketball player stomps on an opponent's head during a Bay Area game
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NEW: 13-year-old basketball player stomps on an opponent's head during a Bay Area game
The game happened on Sunday at the College of Alameda against Payton's Place, another Bay Area team
“He was down on the floor and this kid just came and just stomped on him and on his head”
时政
(
twitter.com)
00:00:38
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