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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.
点击图片查看原图
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My friend John just sent me this: a South Korean court held a hearing on Dong Guangping's illegal entry into the country. The video was taken by a South Korean media outlet after Dong's hearing.
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My friend John just sent me this: a South Korean court held a hearing on Dong Guangping's illegal entry into the country. The video was taken by a South Korean media outlet after Dong's hearing.
The reporter asked Dong Guangping why he wanted to go to Canada. He replied, "I want
时政
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twitter.com)
00:00:51
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Kier Starmer was visiting a very small village in the UK, and asked the villagers what the
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Kier Starmer was visiting a very small village in the UK, and asked the villagers what the
government could do for them.
"We have two big needs" said the village spokesman. "First, we Have a health centre, but no doctor." Starmer whipped out his mobile
phone, spoke for a while
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twitter.com)
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🤍𝕁𝕆🤍
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A small plane crashes into a 109-story skyscraper in Beijing, sending debris down the building's side.
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A small plane crashes into a 109-story skyscraper in Beijing, sending debris down the building's side.
Local reports say the pilot Liu Junhua was conducting a solo flight in the local airspace, took off from Shifosi Airport at 17:30, and at 17:40 prepared to return for landing.
时政
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twitter.com)
00:00:12
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A deal with Iran must recognize that this regime has no desire to be a responsible member of the community of nations. They do not regret the last 47 years nor think it was a mistake to kill Americans. They are all radical Islamists.
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A deal with Iran must recognize that this regime has no desire to be a responsible member of the community of nations. They do not regret the last 47 years nor think it was a mistake to kill Americans. They are all radical Islamists.
Any funds available to the regime - whether
时政
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twitter.com)
00:01:13
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Here’s fact for you 👇
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Here’s fact for you 👇
Ukraine has been hitting Russian refineries since 2023. It was only when USA 🇺🇸 started a war with Iran 🇮🇷 did fuel become a problem for the world.
Trump is blaming Ukraine in a bullshit move to protect his midterms
Deflecting the fact it’s USA’s fault
时政
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twitter.com)
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Sytheruk
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The era of endless wars is over—and President Trump is offering a new vision built on strength, peace, and results.
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The era of endless wars is over—and President Trump is offering a new vision built on strength, peace, and results.
Standing on stage in Riyadh, Trump opened the U.S.-Saudi Investment Forum with a powerful tribute to his longtime friend, Crown Prince Mohammed bin Salman.
The
时政
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twitter.com)
00:00:58
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NEWS: Elon Musk's company, Neuralink, has now successfully implanted its brain chip into five humans. The patients can control a mouse using only their thoughts.
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NEWS: Elon Musk's company, Neuralink, has now successfully implanted its brain chip into five humans. The patients can control a mouse using only their thoughts.
Neuralink aims to implant its new brain chip, Blindsight, into a human patient for the first time in late 2025/early
btc
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twitter.com)
00:00:37
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The University of Sydney played the CCP anthem “March of the Volunteers” at International Student Welcome.
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The University of Sydney played the CCP anthem “March of the Volunteers” at International Student Welcome.
Here are the lyrics: “Take our flesh, and build it to become a new Great Wall!
The Chinese people have reached a most dangerous time, Every person is being compelled to…
时政
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twitter.com)
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I've verified from reliable sources. New visual Turing Test: this is a real robot demo! The controller is a neural net trained in Isaac simulator using reinforcement learning and then sim2real. Reward engineering is all you need.
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I've verified from reliable sources. New visual Turing Test: this is a real robot demo! The controller is a neural net trained in Isaac simulator using reinforcement learning and then sim2real. Reward engineering is all you need.
Walking gait's got swag but we need these robots
时政
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twitter.com)
00:00:06