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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.
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NEW: New York homeowners are getting sued by squatters who claim they were unfairly evicted from a house where they weren’t paying rent.
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NEW: New York homeowners are getting sued by squatters who claim they were unfairly evicted from a house where they weren’t paying rent.
Shortly before turning the property over to paying tenants, the owners discovered that squatters had taken over their home.
After kicking…
时政
(
twitter.com)
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Tibetan activist #Lobga (Lobga #Rangzen) has passed away after self-immolating outside the UN headquarters in New York City. In a final Facebook post, he warned that #China’s new Ethnic Unity Law poses an existential threat to #Tibetan identity and called for global solidarity.
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Tibetan activist #Lobga (Lobga #Rangzen) has passed away after self-immolating outside the UN headquarters in New York City. In a final Facebook post, he warned that #China’s new Ethnic Unity Law poses an existential threat to #Tibetan identity and called for global solidarity.
时政
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twitter.com)
00:02:03
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I’ve lost a lot of paid subscribers on X for my posts explaining why TikTok being owned by a China-based company is a huge privacy and national security risk for Americans. ByteDance already has a history of spying on American journalists through TikTok, for example.
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I’ve lost a lot of paid subscribers on X for my posts explaining why TikTok being owned by a China-based company is a huge privacy and national security risk for Americans. ByteDance already has a history of spying on American journalists through TikTok, for example.
I was a bit
时政
(
twitter.com)
•
Andy Ngo
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Yevhenii Melnyk, 13-year-old Ukrainian karateka, refused to take a photo with a Russian on the podium.
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Yevhenii Melnyk, 13-year-old Ukrainian karateka, refused to take a photo with a Russian on the podium.
Yevhenii won bronze at a Youth Karate League in Spain. After the award ceremony, he refused to take a photo and shake hands with the Russian, who was competing under a neutral
时政
(
twitter.com)
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