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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…
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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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#BREAKING: Lawrence: "JD Vance is doing exactly what Gerald Ford did while the Nixon presidency was sinking and Richard Nixon was under increasing pressure over several months that led to his resignation...When things were the darkest for President Richard Nixon, Vice President
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#BREAKING: Lawrence: "JD Vance is doing exactly what Gerald Ford did while the Nixon presidency was sinking and Richard Nixon was under increasing pressure over several months that led to his resignation...When things were the darkest for President Richard Nixon, Vice President
时政
(
twitter.com)
00:18:32
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🚨HUGE: Hakeem Jeffries says even though Pam Bondi was fired, she STILL has to testify.
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🚨HUGE: Hakeem Jeffries says even though Pam Bondi was fired, she STILL has to testify.
During an appearance with Scott McFarlane, Jeffries made it crystal clear, getting fired doesn’t magically make accountability disappear.
“Just because Pam Bondi was fired doesn’t mean she
时政
(
twitter.com)
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