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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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Lior⚡
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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 that could be deleted before accuracy dropped:
- Mistral - 30%
- Lama 70B - 40%
- Llama 13B - 50%
Great paper.
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China’s High-Speed Rail Disaster in Indonesia — Another “Belt and Road” Trainwreck.
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China’s High-Speed Rail Disaster in Indonesia — Another “Belt and Road” Trainwreck.
China promised Indonesia a “high-speed miracle.” What Jakarta got instead was a $7 billion debt trap on rails.
In this video, I break down how China’s Jakarta–Bandung bullet train — once hailed
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twitter.com)
00:15:32
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PM Carney’s first China visit was never just a courtesy call. Beijing framed it as a “turning point” because it wants concrete concessions, especially market access for its heavily subsidized EVs, stable energy supplies, and greater political latitude, and most of all, the “face”
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PM Carney’s first China visit was never just a courtesy call. Beijing framed it as a “turning point” because it wants concrete concessions, especially market access for its heavily subsidized EVs, stable energy supplies, and greater political latitude, and most of all, the “face”
时政
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twitter.com)
00:00:30
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🚨Karoline Leavitt was just asked why Kristi Noem, DHS, and Stephen Miller called Alex Pretti a "would-be assassin" and domestic terrorist. Her answer:
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🚨Karoline Leavitt was just asked why Kristi Noem, DHS, and Stephen Miller called Alex Pretti a "would-be assassin" and domestic terrorist. Her answer:
“This has obviously been a very fluid and fast-moving situation.”
Seriously?
Wtf!
Can you accept an OUNCE of accountability?
时政
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twitter.com)
00:00:32
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An anonymous petition has called for my expulsion from City University of Hong Kong, following my decision to speak up as a whistleblower in a Hong Kong education scandal involving the app MediSafe, which was suspected of academic misconduct.
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An anonymous petition has called for my expulsion from City University of Hong Kong, following my decision to speak up as a whistleblower in a Hong Kong education scandal involving the app MediSafe, which was suspected of academic misconduct.
What’s concerning is that this
时政
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twitter.com)
•
hailey
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Shanghai to Tokyo! United Airlines Flight Forced to Emergency Landing in Tokyo After Chinese Woman Goes Berserk
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Shanghai to Tokyo! United Airlines Flight Forced to Emergency Landing in Tokyo After Chinese Woman Goes Berserk
United Airlines UA858 was en route from Shanghai to San Francisco when a middle-aged Chinese female passenger got into a fierce argument with flight attendants. The
时政
(
twitter.com)
00:00:08
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Overseas people watched Japan’s Self-Defense Forces form a human bucket relay to unload supplies and immediately asked the obvious question:
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Overseas people watched Japan’s Self-Defense Forces form a human bucket relay to unload supplies and immediately asked the obvious question:
“Why don’t they just reverse the trucks?”
A former Japanese soldier agreed — and admitted he was scolded for saying the same thing while
时政
(
twitter.com)
00:00:17