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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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Yesterday, Netflix officially premiered "The Three-Body Problem," a new drama carefully produced by the original team of "Game of Thrones." The drama is adapted from the long science fiction novel "The Three-Body" written by Chinese author Liu Cixin.
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Yesterday, Netflix officially premiered "The Three-Body Problem," a new drama carefully produced by the original team of "Game of Thrones." The drama is adapted from the long science fiction novel "The Three-Body" written by Chinese author Liu Cixin.
The opening scene of the…
时政
(
twitter.com)
00:04:32
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July 12, 2019: Linda Sun can be seen standing alongside the leaders of various 🇨🇳 CCP-linked Chinese American organizations — united front entities, together with lots of 🇨🇳-waving CCP-supporting Chinese Americans, in a protest against Taiwan President Tsai Ing-wen’s visit to New
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July 12, 2019: Linda Sun can be seen standing alongside the leaders of various 🇨🇳 CCP-linked Chinese American organizations — united front entities, together with lots of 🇨🇳-waving CCP-supporting Chinese Americans, in a protest against Taiwan President Tsai Ing-wen’s visit to New
时政
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twitter.com)
00:00:24
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NEW: Vivek Ramaswamy blasts the federal government for creating programs that *encourage* women to be single mothers, advocates for the nuclear family.
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NEW: Vivek Ramaswamy blasts the federal government for creating programs that *encourage* women to be single mothers, advocates for the nuclear family.
The comments came as Ramaswamy and Charlie Kirk spoke with Pitt students.
"You have a lot of single mothers that are paid more
时政
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twitter.com)
00:03:31
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For two years, Nyrola Elimä and I have been investigating a mass exodus of Uyghur asylum seekers from China.
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For two years, Nyrola Elimä and I have been investigating a mass exodus of Uyghur asylum seekers from China.
Our reporting, published earlier this week in the New York Times Magazine, shows in unprecedented detail the extent of China’s pursuit of Uyghurs beyond its borders.
时政
(
twitter.com)
•
Ben Mauk
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