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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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ELON: HERE’S HOW I BECAME VERY GOOD AT MANUFACTURING
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ELON: HERE’S HOW I BECAME VERY GOOD AT MANUFACTURING
“It's not as though I wanted to insource manufacturing, it's just that I was unable to outsource it effectively.
The idea, at the beginning of Tesla, was that we would outsource almost all the manufacturing.
But then it
btc
(
twitter.com)
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Reporter: 5-year-old Liam Conejo Ramos was heading home from preschool with his father. According to the eyewitnesses, his father was detained for being an undocumented immigrant, at which point the ICE agents detained the 5-year-old. When an adult who lived in the household
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Reporter: 5-year-old Liam Conejo Ramos was heading home from preschool with his father. According to the eyewitnesses, his father was detained for being an undocumented immigrant, at which point the ICE agents detained the 5-year-old. When an adult who lived in the household
时政
(
twitter.com)
00:02:48
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