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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
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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.
点击图片查看原图
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Chinese dissident Chen Guangcheng has filed a defamation lawsuit in Japan against Wang Zhian, a former CCTV journalist now working as a self-media commentator. The lawsuit was filed with the Tokyo District Court on December 24, 2025, seeking ¥330 million (approximately USD 2.2
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Chinese dissident Chen Guangcheng has filed a defamation lawsuit in Japan against Wang Zhian, a former CCTV journalist now working as a self-media commentator. The lawsuit was filed with the Tokyo District Court on December 24, 2025, seeking ¥330 million (approximately USD 2.2
时政
(
twitter.com)
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A man has been found guilty of sedition for writing "Free Hong Kong, Liberation of our time" inside a bathroom stall, the slogan was popularized during the protests; a court later ruled the phrase carries secessionist & seditious intent. Defendant remanded until sentencing in Dec
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A man has been found guilty of sedition for writing "Free Hong Kong, Liberation of our time" inside a bathroom stall, the slogan was popularized during the protests; a court later ruled the phrase carries secessionist & seditious intent. Defendant remanded until sentencing in Dec
时政
(
twitter.com)
•
Razven
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"I have no regrets, even in death"
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"I have no regrets, even in death"
It has been reported that a tragic incident involving a food delivery worker occurred in China.
According to a video circulating online, purportedly from the individual himself, he was unable to enter the apartment complex on his motorcycle,
时政
(
twitter.com)
00:00:49
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A retired Chinese women’s footballer (Chen Yun) filmed herself arguing with Japanese staff at a Nagoya Asian Games venue over a large suitcase she brought into the stands.
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A retired Chinese women’s footballer (Chen Yun) filmed herself arguing with Japanese staff at a Nagoya Asian Games venue over a large suitcase she brought into the stands.
Her explanation: it passed security, there was no storage, the nearby seats were empty, and it wasn’t
时政
(
twitter.com)
00:02:57
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