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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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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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NEW: Scott Jennings says Larry David’s attack on Bill Maher wasn’t about dinner—it was the modern left threatening the next person into silence.
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NEW: Scott Jennings says Larry David’s attack on Bill Maher wasn’t about dinner—it was the modern left threatening the next person into silence.
Larry David just dropped a venom-laced op-ed in the New York Times titled “My Dinner With Adolf,” unleashing on Bill Maher for one
btc
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twitter.com)
00:00:37
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On the 16th of July, 1945, the US Army carried out 'Trinity', the first-ever nuclear weapons test.
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On the 16th of July, 1945, the US Army carried out 'Trinity', the first-ever nuclear weapons test.
'The Gadget' was detonated, with a yield equivalent to 25 kilotons of TNT, in the desert of New Mexico.
Three weeks later, the nuclear bomb 'Little Boy' was dropped on Hiroshima.
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twitter.com)
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I spoke at a pro-peace vigil in San Francisco where people from diverse backgrounds, including Israelis, Palestinians & Arabs shared their perspectives & grievances. The goal was to listen to one another & seek common ground across our disagreements to promote a new path forward.
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I spoke at a pro-peace vigil in San Francisco where people from diverse backgrounds, including Israelis, Palestinians & Arabs shared their perspectives & grievances. The goal was to listen to one another & seek common ground across our disagreements to promote a new path forward.
时政
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twitter.com)
00:05:39
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For the first time, our new economic policy program "Made in Ukraine" was discussed at a regional meeting in Sumy. This year, there are significant financial resources available for all regions of our state, including the Sumy region, which is guaranteed.
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For the first time, our new economic policy program "Made in Ukraine" was discussed at a regional meeting in Sumy. This year, there are significant financial resources available for all regions of our state, including the Sumy region, which is guaranteed.
As a result of today's…
时政
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twitter.com)
00:04:12
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