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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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JUST IN: Police release new surveillance footage of a person of interest in the Brown University shooting.
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JUST IN: Police release new surveillance footage of a person of interest in the Brown University shooting.
The man is seen in dark clothing with a mask over his face.
Special agent in charge of the FBI Boston office Ted Docks says they are now offering a $50,000 reward for
时政
(
twitter.com)
00:01:29
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"Embrace the CCP. Taiwan will become the next Hong Kong."
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"Embrace the CCP. Taiwan will become the next Hong Kong."
At a June 8 Asia Society event in New York, a mainland Chinese dissident confronted KMT Chairwoman Cheng Li-wun live during Q&A — asking why, after her April Beijing trip to see Xi Jinping, she told Taiwanese that drones
时政
(
twitter.com)
00:02:05
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