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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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Canada still tends to approach trade with China as if it were mainly about economics. In practice, it rarely is. Talk of a new “strategic partnership” risks obscuring a basic reality. China hasn’t changed how it uses trade, investment, and diplomacy as tools of state power.
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Canada still tends to approach trade with China as if it were mainly about economics. In practice, it rarely is. Talk of a new “strategic partnership” risks obscuring a basic reality. China hasn’t changed how it uses trade, investment, and diplomacy as tools of state power.
时政
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twitter.com)
00:00:45
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Cursor's new browser + element annotation turns it into a design studio.
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Cursor's new browser + element annotation turns it into a design studio.
Meet Cursor Design 🎨 — Claude Design, running locally. Describe a screen → get polished HTML → click any element in the preview & say what to change. Best w/ Opus 4.8.
npx skills add JimLiu/baoyu-design
IT技术
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twitter.com)
00:02:02
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"Donald Trump has failed America, failed the NATO alliance, and failed the free world."
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"Donald Trump has failed America, failed the NATO alliance, and failed the free world."
House Minority Leader Hakeem Jeffries ripped President Trump for his foreign policy as he and other New York Democrats discussed a plan to force a vote on an Iran War Powers resolution.
时政
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twitter.com)
00:00:07
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IDENTIFIED: At a free-speech event on the University of Michigan campus in Ann Arbor, this girl attacked content creator Liz Benichou.
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IDENTIFIED: At a free-speech event on the University of Michigan campus in Ann Arbor, this girl attacked content creator Liz Benichou.
“I should have f*cking killed you”
Temulun is a U.S.-born (New York area) Southern Mongolian human-rights activist, the daughter of Enghebatu
时政
(
twitter.com)
00:01:08
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