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A new method was able to delete 40% of LLM layers with no drop in accuracy.
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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)
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Lior⚡
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A young black man age 10-43 is 13 times more likely to be murdered than a young white man of the same age, and they aren't being killed by white supremacists!
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A young black man age 10-43 is 13 times more likely to be murdered than a young white man of the same age, and they aren't being killed by white supremacists!
We won't solve this issue until we tackle the root problem; the epidemic of fatherlessness in the black community.
时政
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twitter.com)
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“I think Elon Musk’s actually quite reasonable. I think that when you're under so much pressure and really, there's an enormous amount of pressure, it's not that I'm the voice of reason, it's more like I'm helping Elon find his voice of reason, 'Let's slow down a little bit here.
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“I think Elon Musk’s actually quite reasonable. I think that when you're under so much pressure and really, there's an enormous amount of pressure, it's not that I'm the voice of reason, it's more like I'm helping Elon find his voice of reason, 'Let's slow down a little bit here.
btc
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twitter.com)
00:00:59
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Elon Musk
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Elon Musk
“I think overregulation has inhibited a tremendous amount of progress and innovation in Europe.
I call it the slow strangulation by overregulation because it's not like at any one moment you feel this is it, but the noose around the neck just gets a little tighter
btc
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twitter.com)
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Meet Times Wang. He represents victims of Chinese repression in U.S. courts.
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Meet Times Wang. He represents victims of Chinese repression in U.S. courts.
His father, Wang Bingzhang, has spent decades in solitary confinement for protesting the CCP's one-party rule.
Hear him explain why it's important to listen to the stories of Chinese dissidents. ⬇️
时政
(
twitter.com)
00:02:16