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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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Blanche on Trump not testifying: “Look, the verdict came down a couple hours ago. I don’t know if I have regrets about anything yet. I’m still thinking things through & I think so is he...But at this point, I don’t think there was a conviction because he did not take the stand.”
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Blanche on Trump not testifying: “Look, the verdict came down a couple hours ago. I don’t know if I have regrets about anything yet. I’m still thinking things through & I think so is he...But at this point, I don’t think there was a conviction because he did not take the stand.”
时政
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twitter.com)
00:01:41
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This is genuinely unreal. BLM tore the world apart over a police interaction in which there was literally zero evidence of racism.
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This is genuinely unreal. BLM tore the world apart over a police interaction in which there was literally zero evidence of racism.
But when a man kills this poor girl and walks around saying "I got the white girl" what we get is "we don't know why he did it"?
If you're trying
btc
(
twitter.com)
00:00:12