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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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🇨🇳 CHINA BROKE THE SKY WITH 11,787 DRONES
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🇨🇳 CHINA BROKE THE SKY WITH 11,787 DRONES
Chongqing, China just pulled off the wildest drone light show the world has ever seen.
A jaw-dropping 11,787 drones lit up the night sky, setting a new Guinness World Record.
The drones moved together to create glowing shapes like a
btc
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twitter.com)
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Understanding the U.S.-China Competition
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Understanding the U.S.-China Competition
A new RAND report out this week grapples with a fundamental question that will shape the world in the coming decades: What is the scope and nature of the U.S.-China competition?
China is indeed a formidable U.S. competitor, but it is not
时政
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twitter.com)
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RAND
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