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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
(
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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When nationalism overheats, even innocence becomes collateral.
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When nationalism overheats, even innocence becomes collateral.
This week in China, a Shiba Inu — a dog with no nationality, no ideology — was reportedly beaten to death by security personnel after being labelled a ‘Japanese breed.’
The anger wasn’t about a dog.
It was about a
时政
(
twitter.com)
00:00:31
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Elon Musk: It was outrageous that Twitter suspended the account of a sitting president.
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Elon Musk: It was outrageous that Twitter suspended the account of a sitting president.
“The reason I felt it was important to acquire Twitter was because I could really feel the walls closing in. It was outrageous that they suspended the account of a sitting president. That's
btc
(
twitter.com)
00:00:58
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