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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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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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At today's Seoul Defense Dialogue 2026 held in Seoul, South Korea, when Philippine Defense Secretary Gilberto C. Teodoro was answering an audience question, someone from the CCP handed him a note "stating China's position."
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At today's Seoul Defense Dialogue 2026 held in Seoul, South Korea, when Philippine Defense Secretary Gilberto C. Teodoro was answering an audience question, someone from the CCP handed him a note "stating China's position."
As a result, the Philippine Defense Secretary took the
时政
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twitter.com)
00:03:08
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Blackrock drops DEI under Trumps new guidelines!
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Blackrock drops DEI under Trumps new guidelines!
This is monumental. Blackrock was the biggest pusher of DEI in 2020 and 2021, putting immense pressure in game companies to adopt DEI to qualify for favorable funding.
Yes, there is still language in there that leaves room for
btc
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twitter.com)
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Grummz
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“Starship is 2.5 times the thrust of a Saturn V. Saturn V was the largest rocket ever to reach orbit. This is 2.5 times more power than that, and we build one a month. And they're meant to be reusable.
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“Starship is 2.5 times the thrust of a Saturn V. Saturn V was the largest rocket ever to reach orbit. This is 2.5 times more power than that, and we build one a month. And they're meant to be reusable.
We're talking about something that ultimately, as a system, is thousands of
btc
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twitter.com)
00:00:18
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Elon Musk: Let's have a glorious, amazing future in space!
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Elon Musk: Let's have a glorious, amazing future in space!
“We want to be the aliens exploring other galaxies. I grew up watching Star Trek, and Star Wars was the first movie that I ever saw in a theater. It obviously affected me a lot.
We just want to have this glorious,
btc
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twitter.com)
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Antonio Enriquez, 53, was walking to a Melrose Park store last month when agents demanded to see his documents. He told them they were a few blocks away at his home, pleading “Vamos a mi casa. Let’s go to my house.”
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Antonio Enriquez, 53, was walking to a Melrose Park store last month when agents demanded to see his documents. He told them they were a few blocks away at his home, pleading “Vamos a mi casa. Let’s go to my house.”
But the agents ignored him.
The feds took Enriquez to the
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twitter.com)
00:01:47
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Grok 4.1 Fast just made a nearly 3X jump in long-context accuracy
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Grok 4.1 Fast just made a nearly 3X jump in long-context accuracy
A key challenge for AI models is that as chats get longer, most AIs forget. They lose the thread, make stuff up, or drop instructions.
Grok 4.1 Fast fixes this. And it’s a huge deal.
It was specifically trained
btc
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twitter.com)
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X Freeze
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4 days ago a top Chinese govt hacker Zewei Xu was extradited to the US, currently awaiting trial by a federal court in Houston.
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4 days ago a top Chinese govt hacker Zewei Xu was extradited to the US, currently awaiting trial by a federal court in Houston.
On Chinese media, Xu is an innocent guy who lost his phone at that time, someone else picked it up and did the hack.
Meanwhile, the CCP created a
时政
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twitter.com)
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Bin Xie
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